Certifications
24 role-based certifications. One assessed standard.
Every TAI Labs credential is built against the same competency blueprint and passing rule, published up front, not decided after you fail.
The standard
How every credential is scored
This weighting and passing rule applies to all 24 tracks.
20%
Knowledge
Closed-book assessment of the blueprint's core concepts.
30%
Labs
Scenario-based practical exercises, graded on outcome.
20%
Portfolio
Applied artefacts from your own working context.
30%
Capstone
One realistic project that must pass on its own.
75% overall to pass, and — because a lucky quiz score should never certify unproven work — the capstone must pass independently. Two retakes per assessment window; capstone may be revised twice within 90 days.
Available now
Credentials you can earn today
These tracks are live, assessed, and issue a publicly verifiable credential.
Tai Labs Certified AI Native Builder
Uses AI as a reliable working tool across research, analysis, communication and workflow improvement — and knows when not to.
View blueprintTai Labs Certified AI Engineer
Designs, evaluates and deploys production-minded AI applications with retrieval, tools, agents, guardrails and cost control.
View blueprintTai Labs Certified AI Automation Engineer
Automates end-to-end business processes with reliable AI steps, human approval and real error handling.
View blueprintTai Labs Certified AI GTM Professional
Runs an AI-powered outbound engine that researches, personalises and reports without fabricating claims.
View blueprintTai Labs Certified Sales Professional
Runs a full sales cycle — qualification, consultative discovery, negotiation and account expansion — with a pipeline that can be trusted.
View blueprintTai Labs Certified People Manager
Runs the full people-management stack — onboarding a report, feedback, hiring and leading a team that performs without micromanagement.
View blueprintTai Labs Certified Business Communication Professional
Writes, presents and negotiates high-stakes conversations — decision memos, executive updates, persuasive copy and data storytelling.
View blueprintTai Labs Certified Business Operations Professional
Reads the numbers, maps and fixes a broken process, thinks like a product person, and owns a customer relationship after the sale.
View blueprintNow enrolling
Tracks opening to new cohorts
Blueprints, capstones and assessments are published. Enrol now and start on the materials immediately.
Identifies AI opportunities, specifies them properly, and evaluates model quality, cost and risk before launch.
Designs and executes an AI-powered campaign end to end with measurable performance.
Cleans, analyses and communicates data with AI assistance while keeping the analysis defensible.
Translates business problems into secure, evaluable, cost-aware AI architectures.
Builds and defends a costed, sequenced AI transformation plan with adoption measurement.
Writes and enforces an AI governance framework, and can assess a deployment against it.
Takes a client from discovery to a deployed, value-measured AI solution and can defend it to executives.
The full architecture
All 24 tracks, grouped by family
Every track is fully specified — competency blueprint, capstone and passing rule.
Foundation
| Credential | Code | Level | Status | Action |
|---|---|---|---|---|
| AIPAI Native Builder | TAI-AIP | Foundation | Available | View |
Technical
| Credential | Code | Level | Status | Action |
|---|---|---|---|---|
| AIEAI Engineering | TAI-AIE | Professional | Available | View |
| AAEAI Agent and Automation Engineering | TAI-AAE | Professional | Available | View |
| DAAI Data Analytics | TAI-AIDA | Professional | Enrolling | |
| SAAI Solutions Architecture | TAI-AISA | Advanced | Enrolling | |
| FDEForward Deployed AI Engineering | TAI-FDE | Advanced | Enrolling | |
| SECAI Security Engineering | TAI-AISEC | Advanced | Enrolling | |
| INFAI Infrastructure and MLOps Engineering | TAI-AIINF | Advanced | Enrolling |
Product and Commercial
| Credential | Code | Level | Status | Action |
|---|---|---|---|---|
| PMAI Product Management | TAI-AIPM | Professional | Enrolling | |
| GTMAI Go-to-Market and Sales | TAI-AIGTM | Professional | Available | View |
| MKTAI Marketing and Content | TAI-AIMKT | Professional | Enrolling | |
| BAAI Business Analysis | TAI-AIBA | Professional | Enrolling |
Leadership and Governance
| Credential | Code | Level | Status | Action |
|---|---|---|---|---|
| TLAI Strategy and Transformation | TAI-AITL | Advanced | Enrolling | |
| RAIResponsible AI, Governance and Risk | TAI-RAI | Professional | Enrolling | |
| AICAI Consulting | TAI-AIC | Professional | Enrolling |
Industry and Professional Function
| Credential | Code | Level | Status | Action |
|---|---|---|---|---|
| FINAI for Finance | TAI-AIFIN | Professional | Enrolling | |
| LEGAI for Legal Professionals | TAI-AILEG | Professional | Enrolling | |
| HLTAI for Healthcare Professionals | TAI-AIHLT | Professional | Enrolling | |
| TALAI Talent and HR | TAI-AITAL | Professional | Enrolling | |
| CXAI Customer Experience and Support | TAI-AICX | Professional | Enrolling |
Business Skills
| Credential | Code | Level | Status | Action |
|---|---|---|---|---|
| SLSProfessional Sales and Revenue | TAI-SLS | Professional | Available | View |
| LDRPeople Leadership and Management | TAI-LDR | Professional | Available | View |
| COMBusiness Communication and Influence | TAI-COM | Professional | Available | View |
| OPSBusiness Operations and Process | TAI-OPS | Professional | Available | View |
Not sure which track fits your role?
Start with a foundation credential — Think Like an AI Engineer or AI Native Builder — and it feeds directly into the professional track above it.
Assess your AI readiness