The certification platform for AI Forward Deployed Engineers
Practice and get certified on real enterprise scenarios across 13 industries - each with a real company, real budget and compliance constraints, and deliberate traps designed to catch mediocre answers. Graded by an AI examiner that self-audits its own scoring before it gives you a result. Your first scenario is completely free.
See how assessment worksHow we assess you
Every scenario simulates a real client engagement across five structured stages - the same methodology a Forward Deployed Engineer uses on the job.
Discovery
Prioritize discovery questions to uncover budget, compliance, and stakeholder constraints before proposing a solution.
Workflow Design
Map the current operating workflow and place AI at the narrow, high-value step that moves the needle.
Architecture Design
Design the end-to-end system architecture connecting frontend, gateway, AI, and enterprise systems.
AI Tool Selection
Select only the tools required for the solution from a real enterprise AI tool library.
Risk Assessment
Identify enterprise risks - compliance, latency, budget, security - and propose concrete mitigations.
Why it's important
Traditional assessments test recall. Enterprise AI deployment requires judgment under real constraints.
Real-World Simulation
Named companies, real budgets, and real compliance walls - with deliberate wrong-answer traps that catch mediocre solutions.
AI Examiner With Self-Audit
Every submission is graded, then the same AI re-checks its own scoring for fairness before finalizing a result.
A Strict, Structured Format
Answers are chosen, not typed as free-text essays - built to resist copy-pasted AI-generated answers, not just check for effort.
Assessment format & scoring
Every scenario is a real Official Assessment - there is no separate practice mode.
Access & format
- 1 scenario free, no payment - just sign in (does not count toward certification)
- $9.99/scenario or $29.99 for a full 5-scenario industry bundle (+18% GST), annual access
- Single continuous 90-minute timer per assessment
- Your answers lock immediately after submission
How scoring works
- An AI examiner scores all 5 stages (0-100 each), then re-audits its own scoring before finalizing
- You need 70%+ overall to pass - no rounding up
- Each scenario you pass in an industry raises your certificate one level (1 to 5) - pass all 5 scenarios for a Level 5 certificate
Industries we cover
13 enterprise verticals, 65 real scenarios, all Advanced difficulty.
Built for individuals and enterprise teams
Whether you're growing your own skills or your organization's bench strength.
Upskill Your Team
- Give existing engineers a structured path to AI solution-design fluency
- Standardize how your team approaches discovery, architecture, and risk
- Track team-wide certification progress across industries
Hire With Confidence
- Evaluate candidates on real enterprise problem-solving, not trivia
- Compare candidates against a consistent, industry-specific bar
- Reduce mis-hires for high-stakes Forward Deployed Engineer roles
Why certification matters
Anyone can list "AI implementation" on a resume. A certification proves you can navigate budget cuts, compliance walls, and legacy systems to ship a solution a client will actually adopt - the exact judgment enterprises are hiring for.
13
Industry certifications
65
Advanced scenarios
5
Assessment stages
70%
Strict pass threshold
Ready to prove your readiness?
Sign in with Google to start practicing, or take an official assessment to earn your first industry certification.