Sales & CRM S M E
Speed-to-lead auto-responder and router The moment a web form, chatbot or ad lead lands, an automation instantly replies (email/SMS/WhatsApp), qualifies with a few questions, and routes the hot ones to the right rep or straight into a booking calendar – within seconds, day or night.
Sales & CRM S M E
AI meeting-notes to CRM auto-fill An AI notetaker joins sales calls (Zoom/Teams/Meet or phone), transcribes them, then writes the summary, next steps and the right fields (deal stage, budget, timeline, competitor) straight into the CRM – no manual data entry by the rep.
Sales & CRM M E
Predictive lead and account scoring A model learns from your won and lost deals to rank incoming leads and accounts by likelihood to buy, so reps work the best prospects first instead of guessing.
Medium build
Sales & CRM S M E
AI SDR for outbound prospecting An AI agent researches target accounts, drafts personalised cold emails and follow-up sequences using real signals about the prospect, sends at scale and books meetings on the rep's calendar.
Medium build
Sales & CRM S M E
Inbound voice agent for qualification and booking An AI voice agent answers inbound sales calls (or calls a fresh web lead within a minute), asks qualifying questions in natural conversation, books a meeting on a rep's calendar, and hands off complex cases to a human.
Medium build
Sales & CRM M E
Conversation intelligence and call coaching Records and analyses sales calls to surface what wins and loses deals – talk-to-listen ratio, objection handling, competitor mentions, next-step commitments – and gives reps and managers targeted coaching instead of gut feel.
Medium build
Sales & CRM S M E
AI proposal, RFP and quote drafting Reads an RFP or requirements, pulls approved answers, case studies and pricing from a content library, and assembles a tailored first-draft proposal or quote in minutes – the human just reviews and polishes.
Sales & CRM S M E
RAG sales knowledge assistant A chat assistant that answers reps' questions – pricing, product specs, competitor battlecards, policy, past deals – grounded in the company's own documents, so they get correct answers in seconds instead of pinging colleagues.
Sales & CRM M E
AI sales forecasting and pipeline health Analyses deal activity, engagement and history to predict which deals will close and when, flags at-risk deals early, and produces a forecast managers can trust more than a rep's optimism.
High build
Sales & CRM S M E
CRM hygiene and data enrichment Automatically fills gaps and fixes errors in CRM records – company size, industry, job title, valid email – dedupes contacts, and flags stale records, so the database stays clean and usable without manual clean-up projects.
Sales & CRM S M E
Automated follow-up and nurture sequences Watches deal and contact activity and triggers the right follow-up automatically – a personalised nudge after a demo, a re-engagement message for a gone-quiet deal, a reminder before a renewal – so nothing falls through the cracks.
Sales & CRM M E
Churn and renewal risk prediction Scores existing customers on how likely they are to cancel or not renew, flags at-risk accounts weeks or months ahead, and tells the team who to call and why – so retention is proactive, not a post-mortem.
High build
Sales & CRM M E
Next-best-action and cross-sell recommendations Looks at each account's profile and history and tells the rep the single best next move – which product to cross-sell, which upsell is ripe, which contact to bring in – instead of leaving it to intuition.
High build
Sales & CRM S M E
Pre-meeting research and account briefings Before every sales call, an automation compiles a one-page brief – company news, the contact's role, past interactions, open deals, likely priorities – so the rep walks in prepared without an hour of manual digging.
Marketing & Content S M E
Lifecycle email & SMS flow automation (personalised) AI builds and runs the automated email/SMS sequences that fire off customer behaviour: welcome, abandoned cart/browse, post-purchase, win-back. AI picks products, writes subject lines and body copy per recipient, and decides send timing.
Marketing & Content S M E
Long-form to short-form content repurposing Turns one long asset (a webinar, podcast, YouTube video, or blog post) into many small ones: short vertical clips with captions, social posts, an email, a LinkedIn carousel. AI finds the strong moments and reformats them.
Marketing & Content S M E
AI ad-creative generation & dynamic optimisation Generates large numbers of ad variations (images, video, headlines, copy) for Meta/Google/TikTok, then learns which combinations perform and shifts spend toward winners.
Marketing & Content S M E
Website chat & lead-qualification agent A chatbot on the site that answers visitor questions, qualifies leads (budget, need, fit), books meetings, and routes hot leads to sales in real time, around the clock.
Marketing & Content S M E
SEO content production at scale (research to draft) AI researches a topic, builds an outline against what already ranks, drafts an on-brief article, and adds titles, meta descriptions and internal links, leaving a human to edit and fact-check rather than write from scratch.
Marketing & Content S M E
Social media planning, drafting & scheduling agent Plans a content calendar, drafts posts per platform in the brand voice, suggests best time to post, schedules across channels, and can draft replies for community management.
Marketing & Content S M E
Brand-voice & knowledge content assistant (RAG) A private assistant that writes in the company's exact tone and only from approved facts (product details, positioning, past campaigns, legal-safe claims) so anyone on the team produces consistent, accurate copy fast.
Marketing & Content S M E
Multilingual content localisation Translates and adapts marketing content (site, emails, ads, product copy) into many languages while keeping brand terminology and tone consistent, at a fraction of manual cost and time.
Marketing & Content S M E
AI video generation for marketing & training Creates presenter-style or product videos from a script using AI avatars and voices, in many languages, without a film crew, studio or reshoots for edits.
Medium build
Marketing & Content S M E
Generative Engine Optimisation (GEO) – visibility in AI answers Gets a brand cited inside AI answers (ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude) by restructuring content for AI comprehension and tracking how often the brand is mentioned across prompts.
Medium build
Marketing & Content S M E
Automated marketing reporting & dashboards Pulls data from every channel (ads, email, social, web analytics, CRM), builds client- or exec-ready dashboards, and writes a plain-English summary of what changed and why.
Marketing & Content S M E
AI-personalised outbound (SDR / outreach) Researches each prospect, writes a genuinely personalised first email/message, runs multichannel sequences, handles simple replies, and books meetings, so outbound scales without a large SDR team.
Medium build
Marketing & Content S M E
Product-content & catalogue copy automation Generates and refreshes product descriptions, category pages, feature lists and metadata across a large catalogue, tailored per channel (site, marketplace, ads) and per language.
Medium build
Marketing & Content S M E
Social listening & marketing insight synthesis Monitors social, reviews and forums for brand and competitor mentions, classifies sentiment and themes, and summarises what customers and the market are saying into actionable briefs.
Medium build
Customer Support & Success S M E
AI resolution agent for chat and email (Tier-1 deflection) A customer-facing AI assistant on the website, chat widget, WhatsApp or email inbox that reads the customer's question, looks up the answer in your help centre and account systems, and resolves the request end-to-end (refunds, order status, password resets, policy questions) without a human. It hands off to a person when it is unsure or the issue is sensitive.
Customer Support & Success S M E
Agent-assist copilot (real-time suggestions during live contacts) A sidebar that sits next to the human agent during a live chat or call. It listens to the conversation, pulls the right knowledge article, drafts a suggested reply, surfaces the customer's history and next-best-action, and flags policy or compliance points in real time. The agent stays in control and edits before sending.
Customer Support & Success S M E
AI ticket triage, classification and routing Every incoming ticket is automatically read, categorised (topic, product area), assigned a priority and urgency, tagged, and routed to the right team or agent, with sentiment and intent detected up front. Duplicate and spam tickets are filtered, and negative-sentiment or repeat contacts can be auto-escalated to a senior agent.
Customer Support & Success S M E
Self-service knowledge assistant (RAG help-centre search) Replaces keyword search on the help centre with a conversational assistant that gives a direct, sourced answer drawn from your documentation, so customers solve their own problem before ever opening a ticket. It also works as an internal assistant for agents searching policy and product docs.
Customer Support & Success S M E
AI voice agent for inbound calls A natural-sounding voice assistant that answers phone calls, understands the caller in plain speech, handles common requests (order status, bookings, balance checks, appointment changes, simple troubleshooting) end-to-end, and transfers to a human with full context when needed. It covers out-of-hours and overflow.
High build
Customer Support & Success S M E
After-call and after-chat work automation (summaries, disposition, CRM update) As soon as a contact ends, AI writes the summary, tags the disposition or outcome, drafts the follow-up email, and updates the CRM or ticket automatically, so the agent moves straight to the next customer instead of typing notes.
Customer Support & Success M E
Automated quality assurance and compliance monitoring (100% of interactions) Instead of a QA team manually scoring a 2-3% sample of calls and chats, AI scores every interaction against your scorecard: tone, script adherence, compliance disclosures, resolution quality, and flags risky or non-compliant conversations for review and coaching.
Medium build
Customer Support & Success M E
Customer-success churn prediction and health scoring For subscription and account-based businesses, AI combines product usage, support history, billing, and conversation signals into a per-account health score and churn-risk prediction, giving customer-success managers a ranked list of at-risk accounts and why, weeks before renewal.
High build
Customer Support & Success S M E
Multilingual support automation Lets a small team serve customers in many languages: the AI understands and replies in the customer's language across chat, email and voice, and translates both the customer's message and the agent's reply on the fly so any agent can handle any language.
Customer Support & Success S M E
Knowledge-base generation and gap detection AI keeps your help centre alive: it drafts new articles from resolved tickets, spots the questions customers ask that have no article (content gaps), flags outdated or contradictory content, and suggests edits, so self-service and the AI agents always have fresh, accurate material to draw on.
Customer Support & Success S M E
Proactive support and outreach automation Instead of waiting for the customer to complain, AI watches for signals (a failed payment, an error in the product, a delayed shipment, a usage drop) and reaches out first with a fix, an explanation or a how-to, and answers questions before the ticket is ever raised.
Medium build
Customer Support & Success S M E
Voice-of-customer analytics (theme and trend mining) AI reads all your tickets, chats, call transcripts, reviews and survey comments and turns them into a live picture of what customers are struggling with: top complaint themes, emerging issues, which problems drive the most contacts, and where product or process fixes would remove tickets at the source.
Medium build
Customer Support & Success S M E
Automated CSAT and survey follow-up and response handling AI sends the right survey at the right moment, then reads open-text responses at scale, categorises them, and either closes the loop automatically (thanks, apology, offer) or routes detractors to a human for a recovery call, so no unhappy customer goes unanswered.
Finance, Accounting & Billing S M E
Accounts payable invoice automation (touchless AP) Captures supplier invoices arriving by email, PDF or portal, reads the fields (supplier, dates, line items, totals, VAT), matches them against purchase orders and goods-received notes (2-way and 3-way matching), codes them to the right ledger account, routes exceptions for approval and queues clean invoices for payment.
Finance, Accounting & Billing S M E
Accounts receivable collections and dunning automation Prioritises which overdue customers to chase first based on risk and payment behaviour, then sends tailored, automated payment reminders (dunning) at the right time and escalates only the accounts that need a human.
Finance, Accounting & Billing M E
Cash application (auto-matching payments to invoices) Takes incoming payments and their remittance detail (which invoices a payment is meant to cover) from emails, PDFs, bank files and customer portals, then matches each payment to the right open invoices and posts it to the ledger automatically.
Medium build
Finance, Accounting & Billing S M E
Financial close and account reconciliation automation Automatically matches transactions between systems (bank vs ledger, sub-ledger vs general ledger, intercompany accounts), clears the routine matches, flags the exceptions, and drafts supporting reconciliations so the monthly close runs faster.
Finance, Accounting & Billing S M E
Expense management and receipt automation Reads receipts photographed or forwarded by staff, extracts amounts, dates, merchants and line items, categorises the spend, checks it against expense policy, auto-approves compliant claims and routes only exceptions to a human reviewer.
Finance, Accounting & Billing S M E
Financial anomaly, fraud and duplicate-payment detection Continuously scans transactions, invoices, payments and journal entries to flag unusual patterns: duplicate invoices, suspicious vendor bank-detail changes, out-of-hours payments, budget overruns and entries that do not fit normal behaviour.
Medium build
Finance, Accounting & Billing S M E
Cash-flow forecasting and FP&A predictive analytics Builds forward-looking cash and financial forecasts (for example a rolling 13-week cash view) by learning from historical patterns, seasonality, receivables ageing and customer payment behaviour, so leadership sees cash and revenue risk earlier.
High build
Finance, Accounting & Billing S M E
Finance knowledge assistant (natural-language reporting) Lets finance staff and managers ask questions of their financial data and documents in plain English ("what was gross margin in Q2 by region?", "which contracts renew next quarter?") and get grounded, cited answers instead of hunting through spreadsheets and reports.
Finance, Accounting & Billing M E
Billing, revenue recognition and revenue-leakage control Turns contracts and usage into correct invoices, applies revenue-recognition rules (such as ASC 606/IFRS 15 timing), and continuously checks that what is billed matches what was contracted and delivered, catching under-billing and missed charges.
High build
Finance, Accounting & Billing S M E
Failed-payment recovery (smart dunning) for subscriptions Automatically recovers subscription payments that fail (expired cards, insufficient funds) by retrying at the smartest times and sending well-timed, personalised update requests to customers, reducing revenue lost to involuntary churn.
Finance, Accounting & Billing S M E
Automated transaction categorisation and bookkeeping Reads bank and card transactions and automatically assigns them to the correct ledger accounts and tax codes, learning the business's own patterns so day-to-day bookkeeping mostly maintains itself.
Finance, Accounting & Billing M E
Journal-entry drafting and narrative reporting assistant Drafts recurring and accrual journal entries with supporting logic, and writes the first draft of management-report commentary and variance explanations (why a line moved versus budget or last period) for finance to review.
Medium build
Finance, Accounting & Billing M E
Vendor and customer onboarding / master-data validation Automates setting up new suppliers and customers: reads their documents, validates bank details, tax IDs and registration numbers against trusted sources, screens for duplicates and risk, and populates clean master data.
Medium build
Operations & Fulfilment S M E
Invoice & accounts-payable document processing (IDP) Reads incoming supplier invoices, delivery notes and purchase orders (PDF, scan or email), extracts the line items automatically, matches them against the purchase order and goods receipt, and posts clean data into the finance or ERP system.
Operations & Fulfilment S M E
Sales-order entry automation (email/PDF to ERP) Turns inbound customer orders that arrive as emails, PDFs or spreadsheets into structured sales orders in the ERP without anyone re-typing them. Flags anything ambiguous for a human to confirm.
Operations & Fulfilment S M E
AI demand forecasting & inventory optimisation Predicts future demand per product and location using sales history, seasonality, promotions and external signals, then recommends how much to reorder and when, to avoid both stockouts and overstock.
High build
Operations & Fulfilment S M E
Delivery route optimisation Plans and continuously re-plans delivery routes across a fleet, accounting for traffic, time windows, vehicle capacity and driver hours, so each vehicle drives fewer miles and hits more drop windows.
Operations & Fulfilment S M E
Field-service scheduling & dispatch automation Automatically assigns jobs to the right technician based on skills, location, parts availability and job priority, then optimises the daily route so more jobs get done with less travel.
Operations & Fulfilment M E
Automated three-way match & procure-to-pay controls Automatically checks that each invoice matches its purchase order and the goods actually received before payment is released, and flags mismatches for review.
Medium build
Operations & Fulfilment M E
Warehouse operations: robotics & goods-to-person picking Robots and automated storage bring items to a picking station (or pick and move stock themselves), so staff walk less and orders are assembled faster and more accurately.
High build
Operations & Fulfilment S M E
Order-status & fulfilment enquiry assistant (RAG) A chatbot or email assistant that answers 'where is my order / when will it ship / can I change my delivery' by reading the order, inventory and courier-tracking systems in real time.
Operations & Fulfilment M E
Computer-vision quality inspection Cameras and AI check products or components on the line for defects, wrong labels or missing parts, catching faults humans miss and doing it consistently at full line speed.
High build
Operations & Fulfilment S M E
Shipment tracking & exception management Monitors every order and shipment across systems and carriers, predicts which ones will be late or stuck, and proactively alerts the team (or the customer) so they can intervene before it becomes a complaint.
Operations & Fulfilment S M E
Returns / reverse-logistics automation Handles the return journey: approves or triages return requests against policy, generates labels, decides restock-versus-scrap, and updates inventory and refunds automatically.
Operations & Fulfilment M E
Supplier onboarding & vendor-data automation Collects and verifies new-supplier information, checks documents and compliance, chases missing data, and sets the vendor up in the system, all without back-and-forth emails from the buyer.
Medium build
Operations & Fulfilment S M E
Operations knowledge assistant (SOPs & runbooks) An internal assistant that answers staff questions about procedures, product specs, packing rules and policies by searching the company's own documents, so people don't have to hunt through folders or ask a colleague.
Operations & Fulfilment M E
Predictive maintenance for equipment & fleet Watches sensor and usage data from machines or vehicles to predict failures before they happen, so maintenance is scheduled proactively instead of reacting to breakdowns.
High build
Supply Chain & Procurement S M E
Invoice processing and three-way match (AP automation) Software reads supplier invoices automatically, extracts every field (supplier, PO number, line items, amounts, VAT), matches them against the purchase order and the goods-received note, and posts the clean ones straight into the finance system. Only mismatches go to a human.
Supply Chain & Procurement S M E
AI demand forecasting and replenishment A model predicts how much of each product will sell, by location and time, using sales history plus signals like seasonality, promotions and weather, then recommends how much to order and when. It replaces gut-feel and simple spreadsheet averages.
High build
Supply Chain & Procurement S M E
Freight and parcel invoice audit Every carrier invoice is checked, line by line, against the contracted rates, the actual shipment data and the terms, flagging duplicate charges, wrong weights, missed discounts and accessorial errors. It auto-drafts dispute claims for the overcharges.
Supply Chain & Procurement S M E
Spend analysis and classification Automatically sorts every purchase transaction into a clean category tree (for example IT Services > Software > SaaS), even messy card and services spend, so the business can finally see what it buys, from whom, and where money leaks.
Supply Chain & Procurement M E
Supplier risk monitoring Continuously watches each key supplier's health signals (financial distress, legal and compliance filings, negative news, strikes, port congestion, geopolitical events) and warns the procurement team early when a disruption is likely.
High build
Supply Chain & Procurement S M E
Contract analysis and CLM assistant Reads supplier contracts and pulls out the terms that matter (prices, renewal and notice dates, liability caps, penalties, obligations) into a searchable database, reviews new third-party contracts against your standard positions, and lets staff ask questions in plain English.
Supply Chain & Procurement S M E
Purchase order and supplier data automation (RPA) Software robots create purchase orders, update order statuses, chase confirmations and keep supplier master data clean across systems, without a person copy-pasting between screens.
Supply Chain & Procurement M E
Guided buying and procurement intake assistant A chatbot or smart form that employees use to request a purchase. It asks the right questions, routes to the correct approvals, suggests preferred suppliers and catalogue items, and tracks the request to completion, so people stop buying off-process.
Medium build
Supply Chain & Procurement M E
Supplier onboarding and compliance automation Automates registering a new supplier: collects their documents, validates tax IDs and bank details, runs sanctions and compliance checks, sets up the vendor record in the ERP and triggers approvals, with no spreadsheets or email ping-pong.
Medium build
Supply Chain & Procurement M E
RFP and sourcing bid comparison Takes supplier quotes and proposals in whatever format they arrive, normalises them into a like-for-like comparison table, and highlights differences in price, delivery, terms and specification so buyers can decide quickly.
Supply Chain & Procurement M E
Shipment tracking and exception management Pulls tracking data from carriers into one view, predicts which shipments will be late, and when something goes wrong it works out the likely cause and suggests the fix, so teams manage exceptions rather than watching dashboards.
High build
Supply Chain & Procurement M E
Inventory optimisation and safety-stock tuning Works out the right stock level, reorder point and safety stock for each item and location, balancing the cost of holding stock against the risk of running out, and adjusts as demand and lead times change.
High build
Supply Chain & Procurement M E
Tail-spend and renegotiation agent An AI agent that watches the long tail of small, scattered suppliers nobody has time to manage, spots consolidation and renegotiation opportunities, drafts the outreach, and builds should-cost baselines so category managers know what a fair price is.
High build
Supply Chain & Procurement S M E
Procurement knowledge assistant (policy and catalogue Q&A) A chat assistant that answers staff questions about buying policy, approved suppliers, catalogue items, order status and how-do-I procedures, grounded in the company's own documents so it does not make things up.
HR, Recruiting & People M E
Conversational recruiting assistant (screening plus interview scheduling) A text/chat assistant (SMS, WhatsApp, web) that greets applicants, asks knockout and availability questions, screens against role requirements, and books interviews straight into recruiters' calendars, 24/7 and in many languages.
HR, Recruiting & People S M E
AI CV screening and candidate-to-role matching Software that reads inbound CVs, extracts skills and experience, and ranks or shortlists candidates against a role's requirements, with a human recruiter making the final call.
HR, Recruiting & People S M E
Employee HR helpdesk and onboarding knowledge assistant An internal chatbot that answers staff questions about leave, pay, benefits, policies and onboarding in plain language, grounded in the company's own HR and onboarding documents, and can trigger simple actions such as logging a leave request.
HR, Recruiting & People S M E
Automated onboarding and offboarding workflows A workflow that fires the moment someone is hired (or leaves): creates accounts, orders equipment, sends and collects forms, schedules induction, and notifies IT, payroll and the manager, with account/access removal on exit.
HR, Recruiting & People S M E
Interview intelligence: AI notetaking and structured scorecards An assistant that joins interviews, transcribes them, maps candidate answers to the role's scoring rubric, and writes a structured, comparable scorecard into the ATS as soon as the call ends.
HR, Recruiting & People M E
AI candidate sourcing and multichannel outreach Software that searches many talent databases and the open web (plus past applicants in your own ATS), ranks people by fit for a role, and drafts and sequences personalised outreach across email and text with automatic follow-ups.
Medium build
HR, Recruiting & People S M E
Inclusive job-description and recruiting-copy generation A writing assistant that drafts job adverts and outreach, then flags biased, gendered or exclusionary wording (e.g. 'rockstar', 'digital native') and suggests clearer, more inclusive alternatives.
HR, Recruiting & People M E
HR document processing (IDP) for payroll, contracts and ID Automated reading of HR paperwork (timesheets, payroll inputs, right-to-work/ID documents, signed contracts), extracting the data and pushing it into HRIS/payroll with exceptions routed to a human.
Medium build
HR, Recruiting & People E
Attrition and retention risk prediction A model that scores which employees or teams are at elevated risk of leaving, and highlights the main drivers (overtime, pay position, satisfaction, tenure), so HR can intervene before people resign.
High build
HR, Recruiting & People M E
AI voice screening agent for high-volume roles An AI voice agent that phone-screens applicants within seconds of application, asking about availability, location, physical requirements and start date, scores the answers and writes results back to the ATS.
High build
HR, Recruiting & People S M E
Compliance and reference/background-check coordination A workflow that manages the paperwork and chasing around right-to-work, references and background checks: sending requests, tracking responses, extracting key data, and flagging missing or expiring documents.
Medium build
HR, Recruiting & People M E
Engagement survey and open-text feedback analysis A tool that reads free-text survey comments, exit interviews and feedback at scale, groups them into themes, tracks sentiment over time, and surfaces the issues driving engagement or attrition.
Data, Analytics & Reporting (BI) S M E
Automated recurring report and board-pack generation A workflow that pulls figures from finance, sales and ops systems on a schedule, refreshes a templated report or board pack, and distributes it (PDF, slide deck, email) with no manual copy-paste. AI can also draft the written commentary that sits alongside the numbers.
Data, Analytics & Reporting (BI) S M E
Multi-source marketing and sales data blending into one dashboard Automatically pulls figures from many ad and CRM platforms (Google Ads, Meta, LinkedIn, TikTok, HubSpot, etc.), normalises the differing metric names, and lands it all in one warehouse or live dashboard, so spend, conversions and cost-per-result sit side by side.
Data, Analytics & Reporting (BI) S M E
Conversational analytics assistant (natural language to SQL) A chat interface where non-technical staff ask questions in plain English ("what was margin by region last quarter?") and get back a chart or table, because an AI translates the question into a database query and runs it.
Medium build
Data, Analytics & Reporting (BI) S M E
Demand and sales forecasting Machine-learning models predict future demand, sales or cash by category, product or region, drawing on history plus signals like seasonality, promotions, weather and events, so planning is based on a data forecast rather than gut feel.
High build
Data, Analytics & Reporting (BI) S M E
KPI anomaly detection and automated alerting Software continuously watches your key metrics (revenue, sign-ups, error rates, order volume) and pings the right person the moment a number moves outside its normal pattern, rather than waiting for someone to spot it in a weekly report.
Data, Analytics & Reporting (BI) S M E
Intelligent document processing feeding analytics (IDP/OCR) Turns unstructured documents (invoices, receipts, statements, contracts, forms) into clean structured data automatically, so figures land in your database ready to report on instead of being hand-typed.
Data, Analytics & Reporting (BI) S M E
Automated data pipeline and ingestion (ETL/ELT) Managed connectors that continuously copy data from your business apps and databases into a central warehouse, handling schema changes and backfills automatically, so all reporting runs off one up-to-date store.
Medium build
Data, Analytics & Reporting (BI) M E
Governed semantic layer and metrics store A single, code-defined place where every business metric (revenue, active customer, margin) is defined once, so every dashboard, report and AI assistant returns the same number for the same question.
High build
Data, Analytics & Reporting (BI) S M E
AI narrative insights and written commentary on dashboards Automatically writes a plain-English summary of what a dashboard or dataset is showing (trends, biggest movers, comparisons) so readers get the story, not just the chart.
Data, Analytics & Reporting (BI) S M E
Customer churn and propensity prediction A model scores each customer on how likely they are to leave (or to buy/upgrade), so retention and sales effort goes to the accounts where it matters most.
High build
Data, Analytics & Reporting (BI) M E
Automated data quality monitoring (data observability) Continuously checks that the data feeding your reports is fresh, complete and in-range (row counts, nulls, schema changes) and flags breaks before they reach a dashboard or a board slide.
Medium build
Data, Analytics & Reporting (BI) S M E
Self-service BI dashboards replacing manual spreadsheets Interactive, always-current dashboards that let each team explore their own numbers with filters and drill-downs, replacing static spreadsheets that one person maintains and emails around.
Data, Analytics & Reporting (BI) S M E
Scheduled insight digests to Slack, Teams or email A daily or weekly automated summary of the metrics that matter, pushed straight to where people already work, so leaders see the key numbers and movers without opening a BI tool.
Data, Analytics & Reporting (BI) M E
Faster financial close and reconciliation automation Automates the repetitive matching, reconciliation and consolidation work in the month-end close, and surfaces the resulting numbers into reporting far sooner.
High build
IT, Software & DevOps S M E
AI coding assistant (in-IDE pair programmer) An AI tool inside the developer's editor that autocompletes code, writes boilerplate, explains unfamiliar code and drafts functions from a plain-English comment. Think of it as an always-on junior engineer that types the obvious parts so the senior can focus on the hard parts.
IT, Software & DevOps M E
AIOps alert correlation and noise reduction Software that ingests the flood of monitoring alerts, groups related ones into a single incident, suppresses duplicates and false alarms, and points at the probable root cause. It turns an alert storm of hundreds of pings into one actionable ticket.
Medium build
IT, Software & DevOps S M E
AI IT service desk (tier-1 ticket triage and auto-resolution) An AI agent that reads incoming IT support requests, classifies and routes them correctly, answers common questions from the knowledge base, and fully resolves routine tasks (password resets, access requests, software installs) end to end, usually inside chat tools staff already use.
IT, Software & DevOps S M E
RAG engineering knowledge assistant A chat assistant that answers questions from the company's own scattered documentation – wikis, runbooks, code comments, past tickets – and cites its sources. Staff ask in plain English instead of hunting through Confluence, Slack and shared drives.
IT, Software & DevOps S M E
AI code review and vulnerability autofix A tool that reviews every pull request automatically, flags bugs and security vulnerabilities as the code is written, and often proposes a one-click fix. It acts as a tireless reviewer catching issues before they reach production.
IT, Software & DevOps M E
Autonomous unit-test generation An AI agent that reads existing code and writes the unit tests for it automatically, lifting test coverage without a developer hand-writing each test.
Medium build
IT, Software & DevOps M E
AI SOC alert triage and investigation An AI layer over the security operations centre that automatically enriches each security alert with context, investigates whether it is real, and writes an investigation report, so analysts see a triaged verdict instead of a raw alert.
High build
IT, Software & DevOps M E
AI incident response and self-healing runbooks When something breaks in production, the system automatically diagnoses the likely cause, runs a predefined recovery playbook (restart a service, roll back a deploy, scale up), and only pages a human if it cannot fix it. For known failure modes it heals itself.
High build
IT, Software & DevOps S M E
Automated dependency updates and patching A bot that continuously watches every third-party library a project uses, opens small pull requests to upgrade them (especially for security fixes), runs the tests, and auto-merges the safe ones.
IT, Software & DevOps M E
AI log analysis and automated root-cause analysis An AI engine that learns what normal logs and metrics look like, flags anomalies on its own, and traces a symptom back to the specific service that caused it, answering 'what broke and why' in minutes instead of hours of manual log-digging.
Medium build
IT, Software & DevOps S M E
Automated identity lifecycle (joiner-mover-leaver access) Automation that provisions the right accounts and access the moment someone is hired, adjusts them when they change role, and revokes everything the moment they leave, driven off the HR system rather than manual IT tickets.
IT, Software & DevOps S M E
AI cloud cost optimisation (FinOps automation) Software that continuously watches cloud spend, spots idle and oversized resources, and either recommends or automatically applies right-sizing, shutdowns and cheaper purchasing options, with clear cost attribution back to each team or product.
Legal, Risk & Compliance S M E
AI contract review assistant Reads a contract (NDA, MSA, DPA, supplier terms) and flags risky or off-standard clauses, missing protections and deviations from your playbook, producing a redlined draft and a plain-English risk summary before a lawyer looks at it.
Legal, Risk & Compliance M E
AML transaction monitoring and alert triage Continuously watches customer transactions for money-laundering patterns and scores alerts by genuine risk, so investigators spend their time on the alerts that actually matter rather than wading through thousands of false alarms.
High build
Legal, Risk & Compliance S M E
Sanctions and PEP screening with intelligent name matching Checks customers, suppliers and payments against sanctions lists, politically-exposed-person lists and adverse-media, and uses AI to discard obvious mismatches so only genuine possible hits reach a human.
Medium build
Legal, Risk & Compliance S M E
DSAR handling and automated redaction Manages data-subject access requests end to end: finds all personal data held on a person across systems, then uses AI to redact third-party and exempt information before the response goes out.
Legal, Risk & Compliance S M E
Policy and compliance Q&A assistant (RAG) An internal chatbot that answers staff questions about company policies, procedures and regulatory requirements, citing the exact source document, so people get correct answers in seconds instead of emailing legal.
Legal, Risk & Compliance S M E
Self-service legal document generation Lets business teams generate standard legal documents (NDAs, simple contracts, engagement letters) themselves from approved templates by answering a short intake form, with legal review only for non-standard cases.
Legal, Risk & Compliance M E
Contract obligation extraction and renewal tracking After signing, automatically pulls out the key dates, obligations, notice periods and renewal terms from every contract and tracks them, so nothing lapses or auto-renews unnoticed.
Medium build
Legal, Risk & Compliance M E
Regulatory change monitoring Continuously watches regulators, legislatures and agencies across the jurisdictions you operate in, filters to what actually affects your business, summarises each change and maps it to your policies and controls with an owner and deadline.
Medium build
Legal, Risk & Compliance S M E
Security compliance automation (SOC 2 / ISO 27001) Continuously collects evidence that security controls are working, maps it to frameworks like SOC 2 and ISO 27001, and flags gaps, turning audit prep from a scramble into an always-on state.
Legal, Risk & Compliance M E
Third-party and vendor risk automation Automates due diligence on suppliers: pre-fills security questionnaires from public data, summarises long assurance reports (like SOC 2s), scores each vendor and monitors them continuously rather than once a year.
Legal, Risk & Compliance M E
E-discovery / technology-assisted document review For litigation, investigations or large regulatory responses, uses AI to sift millions of documents and surface the relevant ones, so lawyers review a fraction of the set rather than everything.
High build
Legal, Risk & Compliance M E
Whistleblowing and compliance case triage Takes incoming whistleblower reports and compliance incidents, classifies the issue type, extracts the key people and facts, assigns severity and routes to the right investigator, keeping a full audit trail.
Medium build
Legal, Risk & Compliance S M E
KYC / customer onboarding and identity verification Automates identity checks at onboarding: verifies ID documents, matches them to a live selfie, screens the customer against watchlists and builds an initial risk profile, so onboarding is fast without weakening controls.
Legal, Risk & Compliance M E
Enterprise / operational risk register and control monitoring Keeps the risk register and control library current: pulls signals from across the business, flags emerging risks, tests whether controls are actually operating and auto-generates status reporting for audit and the board.
Medium build
Document & Knowledge Processing (OCR, IDP, RAG) S M E
Invoice & accounts-payable capture (IDP) Reads incoming supplier invoices (PDF, scan, email attachment) and pulls out supplier, invoice number, line items, VAT and totals, then matches them to the purchase order and pushes clean data into the accounting or ERP system.
Document & Knowledge Processing (OCR, IDP, RAG) S M E
Internal knowledge assistant (RAG over company docs) A chat assistant that answers staff questions from the company's own documents (policies, SOPs, wikis, past tickets, contracts) and cites the source it used, instead of guessing. At scale this becomes permission-aware enterprise search that spans every connected system (Drive, SharePoint, Slack, Confluence, CRM) and returns one synthesised, cited answer rather than a list of links.
Document & Knowledge Processing (OCR, IDP, RAG) S M E
Customer-support answer bot (RAG deflection) A customer-facing assistant that resolves routine questions from your help centre and knowledge base, handing the hard ones to a human with full context.
Document & Knowledge Processing (OCR, IDP, RAG) S M E
Contract review & clause extraction Reads contracts and pulls out key terms (parties, dates, renewal, liability, payment, non-standard clauses), flags risky or missing language, and compares against your playbook.
Document & Knowledge Processing (OCR, IDP, RAG) M E
Insurance / claims document automation Ingests claims paperwork, forms and correspondence, extracts the relevant fields, classifies the document type, and feeds validated data straight into the core claims system.
High build
Document & Knowledge Processing (OCR, IDP, RAG) M E
KYC / onboarding document verification Captures identity documents and onboarding paperwork, extracts and validates the data, checks authenticity, and routes clean cases to approval while flagging anything suspicious.
High build
Document & Knowledge Processing (OCR, IDP, RAG) S M E
Document classification & smart routing (digital mailroom) Automatically sorts incoming documents and emails by type (invoice, claim, complaint, application) and sends each to the right team, queue or system.
Document & Knowledge Processing (OCR, IDP, RAG) M E
Healthcare clinical document extraction Reads clinical paperwork (referrals, prior-authorisation forms, faxes, medical records) including handwriting, and turns it into structured data for review or auto-adjudication.
High build
Document & Knowledge Processing (OCR, IDP, RAG) M E
Financial statement spreading & extraction Converts financial statements and bank statements (PDFs, scans, spreadsheets) into analysis-ready figures mapped to the lender's template, with totals and cross-checks validated automatically.
High build
Document & Knowledge Processing (OCR, IDP, RAG) S M E
Document summarisation & meeting notes Condenses long documents, reports, email threads or meeting transcripts into concise summaries with key points, decisions and action items.
Document & Knowledge Processing (OCR, IDP, RAG) S M E
Forms & structured-data capture (application/order/PO) Reads structured and semi-structured forms (applications, order forms, purchase orders, delivery notes) and turns them into clean records in the target system.
Document & Knowledge Processing (OCR, IDP, RAG) S M E
Compliance & policy Q&A assistant Lets staff ask questions about internal policies, regulations and standard operating procedures and get grounded, cited answers, so they follow the current rule rather than an outdated memory of it.
Document & Knowledge Processing (OCR, IDP, RAG) S M E
Document translation & multilingual processing Extracts and translates content from documents in many languages and, where useful, structures it, so multilingual paperwork can be processed in one workflow.
Medium build
Executive, Admin & Scheduling S M E
AI meeting scheduling assistant An assistant that reads calendars across a team and, from a plain-language request or an email thread, finds a slot that works, handles time zones, sends invites and reschedules when things move. Some versions negotiate with external guests over email.
Executive, Admin & Scheduling S M E
AI meeting notetaker and action-item extractor Joins or records a call, produces a searchable transcript, a summary, decisions and a list of who-owns-what, then pushes those items into email, Slack, the CRM or a task tool.
Executive, Admin & Scheduling S M E
AI inbox triage and reply drafting Reads an inbox, sorts and prioritises messages, flags what needs a human, and drafts on-brand replies for routine mail (scheduling, FYIs, standard requests) for one-click send.
Executive, Admin & Scheduling S M E
AI voice receptionist and appointment booker A phone agent that answers calls 24/7, handles FAQs, and books, reschedules or cancels appointments straight into the calendar or practice system, escalating to a human when needed.
Executive, Admin & Scheduling S M E
Automated appointment reminders and no-show reduction Sends timed SMS, email or voice reminders, confirms or reschedules two-way, and fills freed slots from a waitlist. Optionally predicts high-risk no-shows and reminds them harder.
Executive, Admin & Scheduling S M E
Expense report and receipt automation Reads a photographed receipt or invoice, extracts vendor, date, amount and tax, applies the right accounting code, and drafts or auto-submits the expense line for approval.
Executive, Admin & Scheduling M E
Enterprise knowledge assistant (RAG) for admin queries A chat assistant that answers 'where is / what is / who owns' questions by searching across the company's documents, wikis, drives and tools, with citations back to the source.
High build
Executive, Admin & Scheduling S M E
Document generation and form-filling from a request Turns a short brief or a data record into a finished document: NDAs, engagement letters, standard proposals, onboarding packs, or filled-in recurring forms, using approved templates.
Executive, Admin & Scheduling M E
Travel and itinerary automation Books or drafts travel within policy, builds a consolidated itinerary, watches for delays and rebooks, and feeds the trip cost straight into expenses.
Medium build
Executive, Admin & Scheduling M E
Approvals and internal-request routing Takes internal requests (leave, purchase, access, sign-off), routes them to the right approver, chases stalled ones, and records the decision, all with a plain-language front end.
Medium build
