Anyone can demo. Prove it works.
TelarLabs verifies AI automation work the way assay offices verify gold. Instead of a CV or a polished video, a builder defends a real automation in a live, human-led session – and earns a revocable badge bound to the exact version that passed. Our clients get proof instead of promises.
A human decision, made live
Research puts gaming rates on asynchronous skill assessments at 38-48%. So nothing here is asynchronous: the decision is made by a human, live, on your real work.
Submit real work
One real automation, any stack: n8n, Make, Zapier, or code. Private code stays private: a reviewer-driven screen-share replaces repo access. Synthetic or demo data only.
Defend it live
45-60 minutes with a reviewer who drives: unseen inputs, explain-any-line, a live modification, security and permission checks. AI use is welcome and instrumented – you declare how you used it, and only undisclosed misrepresentation fails you.
Earn the badge
Scored on three independent axes: outcome, AI leverage, fundamentals. The badge is computed from an append-only verification ledger and bound to your exact version fingerprint. Change the build materially and it expires; it can also be revoked. Verified means verified today, for this code.
Four rules that do not bend
A human owns every accept
AI collects evidence and pre-scores; it never issues a pass.
Nothing is ever edited
Every verification is a new ledger entry; a revocation is a new entry too.
Self-reported is labeled, not hidden
Unverified work is displayed as exactly that, with zero rank weight.
The top tier is earned, never minted
The highest credential requires real client outcomes.
- A serious structured review of one real automation, on a published 3-axis rubric
- Written feedback within 48 hours
- Founding-cohort status: your verified submission becomes the first entry of your track record
- Self-taught, career-changer, no degree – irrelevant. The work speaks.
Free · about one hour · demo or synthetic data only, never real client data.
ApplyAutomation delivered by verified builders
Every builder we put on a TelarLabs project has defended real work in a live session. Badges are backed by an evidence ledger and bound to versions – proof you can check, not claims you have to trust. Engagements run as B2B contracts with TelarLabs as integrator and guarantor.
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