“You’re not going to lose your job to an AI, but you’re going to lose your job to someone who uses AI. Every job will be affected, and immediately.”
— Jensen Huang, CEO of NVIDIA, Milken Institute Global Conference
TEACHING METHODOLOGY
Built the way modern certifications should be built
Every bRRAIn certification is developed under a single standard: Certification & Training Standard v1.0. It borrows from psychometric science, aviation-style job task analysis, and medical-licensure item-writing — and adds an AI-first twist we pioneered for this program.
JTA-first curriculum
Every certification starts with a Job Task Analysis — 8–15 practicing SMEs identify the tasks, knowledge, and skills that matter on the job. That becomes the exam blueprint. No task on the exam that isn’t on the job. No content in the curriculum that isn’t on the exam.
Retrieval practice, spaced
Every lesson ends with active retrieval. Every module adds a spaced-review queue built on an SM-2 algorithm. End-of-domain reviews interleave prior domains, so learners aren’t fooled by block-practice mastery. Evidence: retrieval + spacing predicts exam performance in high-stakes credentials.
AI-first
AI-scored performance labs
Every Practitioner and Expert certification includes live role-play labs scored by Claude against a published rubric. A candidate submits a capstone transcript and gets a scored result in minutes — strengths, gaps, next steps. Human SMEs audit the AI’s work post-hoc; they don’t gate the learner.
Defensible cut scores
No arbitrary “pick 70%.” Every exam’s passing score is set through a documented modified-Angoff or Bookmark procedure with a panel of 6–10 SMEs, reviewed every 24 months and after every major content refresh. Items are monitored monthly for difficulty, discrimination, and exposure.
Sandbox over slides
Practitioner-level certifications include six or more graded labs in a disposable bRRAIn tenant. Objective-complete detection, not instructor opinion. Unlimited resets during training. The sandbox the learner trains in is the same one the exam uses.
Every action is a record
The LMS is a system of record, not a content library. Every lesson, retrieval, lab attempt, and exam item emits an xAPI statement to our Learning Record Store. That record is what drives analytics, personalization, defensibility — and the credential itself.
PLATFORM DISCIPLINES
Eleven roles across four platform disciplines
The four disciplines below cover the bRRAIn platform itself — deployment, operations, care, and development. For professional skill credentials that travel across any LLM, see bRRAInSkills tracks. For regulator-grade audit credentials, see bR2bR Compliance Officer.
Skills you can’t fake are skills you can’t script. Every Practitioner and Expert certification puts you inside a live role-play with a Claude-powered persona — a skeptical Managing Partner, a combative IT ops lead, a compliance officer grilling your auth flow — and scores the conversation against a published rubric in minutes.
Scope-locked personas. The AI stays in character, refuses off-topic prompts, and pushes back the way a real customer would.
Rubric-based scoring. Sonnet 4.6 evaluates your full transcript against the same JTA-derived rubric the exam uses. Strengths, gaps, next steps — in minutes, not days.
Unlimited reps. Reset the sandbox and try again. The simulator is the same one the proctored exam uses — no surprises on test day.
Human audit, not human gate. SMEs sample 10–15% of AI-scored results post-hoc to keep the model calibrated. Your result lands when you submit it.
Live role-play with an AI persona. Off-topic messages are declined.
Thanks for the time. I’ll be honest — I’m not sure what this conversation is supposed to accomplish. My COO thinks we have a knowledge problem. I’m not sure that’s the right frame.
How long does a new senior associate take to reach full billable utilization, and what’s the monthly cost delta?
Leans back slightly. Three to four months to ramp. I haven’t put a number on it — but there’s real dead weight: partners pulled off billable work, clients not seeing value yet. Why are you asking about onboarding specifically?
✓ Passed82%
Discovery quality
Maturity placement
Objection handling
Professional conduct
AI LAB · GENERATIVE
design-system.v1
brrain-skills / ui-ux / lab-3
Color tokens
Type scale
HeadingBody copyCaption
Spacing scale
AI command test
>build me a hero card using v1
✓ Passed88%
Steps to improve
Tighten elevation tokens to 4 tiers so AI-built surfaces don’t drift. Tag semantic colors with intent (color.brand.primary) so cross-model output lands consistent.
INSIDE EVERY bRRAInSkills LAB
Build it. Test it. Get graded.
bRRAInSkills labs aren’t chat prompts. They’re hands-on, generative workspaces where you make the thing — a design system, a codebase, an architecture, a PM playbook — and the in-lesson AI puts it through the wringer. Runs your commands against what you built, measures it against a rubric, and hands you an honest next-step list.
You build, not just answer. Ship an actual design system, repo, roadmap, or control plan. The lab is a canvas, not a quiz.
AI runs your work. The in-lesson agent executes commands against your artifact — “build me a hero using v1”, “ship a login flow that respects these tokens” — and shows you exactly where your system holds up or breaks.
Rubric-graded output. Not a thumbs-up — a breakdown. Token consistency, scale coverage, AI-predictability, composition ergonomics. Each dimension scored, each with a concrete improvement action.
Compounding reps. Every iteration your artifact carries forward. The rubric lifts; the AI tests harder. You walk out with an actual portfolio piece, not a completion badge.
bRRAInSkills · PROFESSIONAL TRACKS
Master your craft — with bRRAIn & any LLM
Beyond the 11 platform roles, bRRAInSkills runs deep-dive professional programs that teach how to work with AI as an operating standard. Each track ships with generative labs, published rubrics, and the bRRAIn methodology baked in — so what you learn transfers to any LLM you point at it.
DesignSingle course
AI UI/UX Design Systems
Take any design — a Figma file, a competitor screenshot, a rough sketch — and convert it into a production-grade token system, component library, and composition rubric. The result is a design standard that every LLM respects, so Claude, GPT, and Gemini all build you screens that match the same brand.
The bRRAIn way of running programs and projects with AI in the loop at every stage — intake, ideation, scoping, decomposition, delivery, and retros. Learn the workflows, standards, and prompts that automate every deliverable, and the handoff patterns that keep practitioners, managers, and directors aligned in real time.
Engineering4-course series · stacked certification
Professional AI Software Engineer
The same practices the bRRAIn team uses internally to build bRRAIn — Claude Code in concert with bRRAIn, policy-driven execution, and architecture that the AI can actually hold in context. Every course ends in a generative lab with a working artifact you keep.
Course 01
AI Coding with bRRAIn
Claude Code + bRRAIn memory as a first-class loop. Context, commands, and verifiable output.
Course 02
AI Team Development
Multi-contributor workflows where agents and humans share the same memory + standards.
Course 03
AI SDLC & Release Train
Ideation → shipped, with gates, rubrics, and deploy choreography an AI can actually run.
Course 04
AI Augmented Systems Architect
Design systems that an AI can reason about end-to-end — policy, zones, seams, and evolution.
Learn more →~160 hrs total · Stacks to Platform Architect-equivalent credential
Industry4-course series · per discipline
AI Engineer, by Industry
The same 4-course Professional AI Software Engineer framework, mapped to specific engineering disciplines. Same spine — coding, team flow, SDLC, architecture — with industry-specific standards, vocabulary, control systems, and review checkpoints baked into every lab.
Course 01
AI Coding with bRRAIn — industry edition
Discipline-specific tool chains, CAD/modeling integration, and standards-aware prompts.
Course 02
AI Team Development — field + office
Multi-disciplinary team flow — site ops, design, review, compliance — on shared memory.
Course 03
AI SDLC & Release Train — for physical delivery
Intake → commissioned, mapped to how industry-specific projects actually ship.
Course 04
AI Augmented Systems Architect — industry
System design where AI + humans hold a shared operating picture across the project lifecycle.
Available disciplines
AI Construction EngineerAI Mining EngineerAI Manufacturing EngineerAI Civil Engineer+ your discipline — request a fit
Learn more →~160 hrs per discipline · Cohort-gated
COMPLIANCE OFFICER FAMILY
bR2bR Compliance Officer credentials
Same-day audits over bR2bR read sessions. Each cert is a 60-hour stack: a 40-hour shared spine on bR2bR architecture, auditor discipline, and the same-day audit motion — plus a 20-hour overlay for your industry’s specific frameworks. Built for compliance practices where AI-hallucinated regulator citations create real legal exposure: 50% SME spot-audit on every framework citation, 80% cut score, citation-verification mandatory.
DefenseStandalone · 60 hrs
bR2bR Compliance Officer — DOD
CMMC v2.0, NIST 800-171 r2/r3, NIST 800-172, DFARS 252.204-7012/7019/7020/7021, FedRAMP, FISMA, 32 CFR Part 170. For DIB primes, sub-tier suppliers, and the assessors who audit them.
AI hallucination on regulator-citation accuracy produces real legal exposure for any organization that ships compliance work. Every framework citation in lessons, exams, exemplars, and CE modules is tagged for human SME review; capstone scoring and credential issuance gate on a 50% spot-audit of submitted artefacts. The cert ships only when an auditor can defend it under cross-examination.
PRICING
Certification pricing
Pay per certification, or bundle up for a firm. Every price below includes the full curriculum, unlimited AI-lab reps, two proctored exam attempts, and a 3-year credential.
Per certification
$499 / role
Any one of the 11 roles. Full curriculum, unlimited AI-lab reps, two proctored exam attempts.
Submit your application with background and goals. We review within 48 hours.
2
Learn
Self-paced curriculum with live cohort sessions and hands-on labs.
3
Examine
Practical assessment: deploy a vault, configure governance, solve scenarios.
4
Certify
Earn your credential and join the bRRAIn vendor ecosystem.
27Credentials available
4 + 2Platform disciplines + Skills/Compliance
101+AI-driven labs
3yrCredential validity
FAQ
Common questions
Three families: (1) Eleven platform roles across four disciplines — bRRAInCells (Sales, Installation, Implementation), bRRAInOps (Operations, Security, Access), bRRAInCare (Maintenance, Care Analyst), bRRAInDev (SDK, Integration, Platform Architect). (2) bRRAInSkills professional tracks — AI Coding with bRRAIn, AI Team Development, AI SDLC & Release Train, AI Augmented Systems Architect (the 4-course Professional AI Software Engineer stack), plus PgM & PM with AI + bRRAIn, AI UI/UX Design Systems, and the AI Engineer by Industry series (Construction · Mining · Manufacturing · Civil). (3) bR2bR Compliance Officer credentials — DOD, Financial Services, Healthcare, and Energy.
Platform certs (Cells/Ops/Care/Dev) credential people who deploy and operate the bRRAIn platform itself. bRRAInSkills credentials professional skills that travel across any LLM — Claude, GPT, Gemini — using bRRAIn methodology and memory standards as the operating substrate. Every bRRAInSkills Professional course ships a working artefact the learner keeps: a working repository, a design-system token YAML, a discipline-authentic project deliverable, or a 12-hour audit attestation package. Browse bRRAInSkills tracks →
AI hallucination on regulator-citation accuracy produces real legal exposure for any organization that ships compliance work. The Compliance Officer cert structure gates capstone scoring and credential issuance on a 50% SME spot-audit of submitted artefacts; every framework citation in lessons, exams, exemplars, and continuing-education modules is reviewed by a human SME before publication. The cert ships only when an auditor can defend it under cross-examination. Cut score is 80% (vs 70% for other certs) reflecting the higher stakes.
Most candidates complete their certification in 6-8 weeks. The program is self-paced with live cohort sessions, hands-on labs, and a practical assessment at the end.
CC/DE stands for Centralized Command / Decentralized Execution. It is the governance model for bRRAIn deployments. You define memory policies once at the organization level (centralized command), and every AI system enforces those policies independently (decentralized execution).
Certification is included with the Platform plan ($299/month) which covers 1 track, or the Certification Bundle ($2,999/firm) for up to 3 candidates. Individual exam fee is $299 per role. Founding cohort members receive 40% off all tracks.
bRRAIn certification is the first and only professional credential for enterprise AI memory management. As the standard for this emerging discipline, it is recognized across the bRRAIn vendor ecosystem and by enterprises deploying AI memory infrastructure.
Certifications are valid for two years. Renewal requires completing a continuing education module and passing an updated assessment. Founding cohort members receive discounted renewal rates.
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