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Certifications

Twenty role-based certifications. One assessed standard.

Every TAI Labs credential — whether it is live today or still in production — is built against the same competency blueprint and passing rule, published up front, not decided after you fail.

See what's available nowVerify a credential

The standard

How every credential is scored

This weighting and passing rule applies to all twenty tracks, whether they are open today or still being built.

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 Practitioner — AI capability compass, layered utility panels and an orbit of workplace fluencyTAI-AIPFoundation credentialAI Practitioner
Available
Foundation

Tai Labs Certified AI Practitioner

Uses AI as a reliable working tool across research, analysis, communication and workflow improvement — and knows when not to.

View blueprint
Tai Labs Certified AI Engineer — Code lattice, API nodes, model gateway and deployed application signalTAI-AIEFlagship professional certificationAI Engineering
Available
Technical

Tai Labs Certified AI Engineer

Designs, evaluates and deploys production-minded AI applications with retrieval, tools, agents, guardrails and cost control.

View blueprint
Tai Labs Certified AI Automation Engineer — Branching workflow graph with connected actions and an orange completion nodeTAI-AAEProfessional certificationAI Automation Engineering
Available
Technical

Tai Labs Certified AI Automation Engineer

Automates end-to-end business processes with reliable AI steps, human approval and real error handling.

View blueprint
Tai Labs Certified AI GTM Professional — Signal radar, account nodes, pipeline stages and outbound trajectoryTAI-AIGTMProfessional certificationAI GTM & Sales
Available
Product and Commercial

Tai Labs Certified AI GTM Professional

Runs an AI-powered outbound engine that researches, personalises and reports without fabricating claims.

View blueprint

In production

Being built next

Blueprints are finished and published. Join the waitlist to be notified — and to help shape the capstone brief.

Tai Labs Certified AI Product Manager — Product blueprint, decision matrix and prototype frameTAI-AIPMProfessional certificationAI Product Management
In production
AI Product Management

Identifies AI opportunities, specifies them properly, and evaluates model quality, cost and risk before launch.

Tai Labs Certified AI Marketing Professional — Creative canvas, distribution rays and campaign-performance signalTAI-AIMKTProfessional certificationAI Marketing & Content
In production
AI Marketing and Content

Designs and executes an AI-powered campaign end to end with measurable performance.

Tai Labs Certified AI Data Analyst — Analytical grid, time-series line, data points and insight markerTAI-AIDAProfessional certificationAI Data Analytics
In production
AI Data Analytics

Cleans, analyses and communicates data with AI assistance while keeping the analysis defensible.

Tai Labs Certified AI Solutions Architect — System-topology blueprint showing model, data, tools, controls and usersTAI-AISAAdvanced certificationAI Solutions Architecture
In production
AI Solutions Architecture

Translates business problems into secure, evaluable, cost-aware AI architectures.

Tai Labs Certified AI Transformation Leader — Transformation roadmap, organisational rings and capability progressionTAI-AITLAdvanced certificationAI Strategy & Transformation
In production
AI Strategy and Transformation

Builds and defends a costed, sequenced AI transformation plan with adoption measurement.

Tai Labs Certified Responsible AI Professional — Governance shield, evaluation scale and controlled system boundaryTAI-RAIProfessional certificationResponsible AI & Governance
In production
Responsible AI, Governance and Risk

Writes and enforces an AI governance framework, and can assess a deployment against it.

Tai Labs Certified Forward Deployed AI Engineer — Field terminal, customer blueprint, integration graph and deployed solutionTAI-FDEFlagship advanced certificationForward Deployed AI Engineering
In production
Forward Deployed AI Engineering

Takes a client from discovery to a deployed, value-measured AI solution and can defend it to executives.

The full architecture

All twenty tracks, grouped by family

Planned tracks are fully specified — competency blueprint, capstone and passing rule — but not yet in build.

Foundation

CredentialStatusAction
AIPAI Practitioner
Available
View

Technical

CredentialStatusAction
AIEAI Engineering
Available
View
AAEAI Agent and Automation Engineering
Available
View
DAAI Data Analytics
In production
SAAI Solutions Architecture
In production
FDEForward Deployed AI Engineering
In production
SECAI Security Engineering
Planned
INFAI Infrastructure and MLOps Engineering
Planned

Product and Commercial

CredentialStatusAction
PMAI Product Management
In production
GTMAI Go-to-Market and Sales
Available
View
MKTAI Marketing and Content
In production
BAAI Business Analysis
Planned

Leadership and Governance

CredentialStatusAction
TLAI Strategy and Transformation
In production
RAIResponsible AI, Governance and Risk
In production
AICAI Consulting
Planned

Industry and Professional Function

CredentialStatusAction
FINAI for Finance
Planned
LEGAI for Legal Professionals
Planned
HLTAI for Healthcare Professionals
Planned
TALAI Talent and HR
Planned
CXAI Customer Experience and Support
Planned

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