Accreditation & Credibility

Benchmark Six Sigma is an Accredited Training Provider of Exemplar Global (formerly RABQSA), a globally recognized certification body and part of the ASQ (American Society for Quality) family.

Exemplar Global accreditation ensures consistent standards, credible assessments, and global acceptance — validating capability without replacing it.

Duration & Format

Live online, built around working professionals — about three to three and a half hours a week during an active domain: one two-hour live session, plus application to your own job between sessions. Each domain module runs four weeks. A mandatory one-hour live online Foundation session at a scheduled time comes first, normally one to two days before your first domain begins.

Live Online

Unique Value Proposition

AI Direction and Application — a Category of Its Own (Dominant Advantage)

• You do not need to build AI. You need to direct it. CAIDA occupies the universal professional capability between merely using AI and architecting AI systems — you decide what AI should do, how the work is framed, what context and boundaries it needs, how the route is managed, and what evidence is required before the result is relied upon. You remain accountable for the work. Learn to direct AI the way a film director directs: you don’t act or operate the camera, yet the film is yours. No code, no building.

  Organized around how professionals create value — learning, analyzing, deciding, communicating, systematizing, building — not around tools that churn every quarter. And nothing stays theoretical: every module is applied on genuine work you are accountable for, not toy exercises. Employed, consulting, freelance, entrepreneurial or nonprofit work all qualify.

  Tool-agnostic by design. Trainers demonstrate in tools such as ChatGPT, Claude, Copilot and Gemini while teaching abilities that transfer across them.. You need access to at least one suitable generative-AI tool — a free plan is often enough — and you follow your own organisation’s rules on approved tools and information use.

Accredited by Exemplar Global

• Your credential — the Certificate in AI Direction and Application — is accredited by Exemplar Global, part of the ASQ family. You earn the designation CAIDA Professional.

  Accreditation on top of demonstrated real work: the certificate carries external recognition, and public verification confirms which domains you demonstrated and when. Every certificate includes a QR code that opens the authoritative online record.

The Eight Direction Abilities

• One complete operating discipline — Delegate (decide what AI should and should not do) · Frame (define the job, intended user and what good means) · Context (provide the smallest sufficient set of authorised evidence and boundaries) · Plan (choose and sequence the route) · Steer (diagnose, redirect, and know when to stop) · Validate (earn the right to rely on the result) · Land (make the result useful at its real point of application) · Capture (make successful direction repeatable by someone else).

  They work as an interacting loop, not eight rigid steps. And the standard runs against the grain of how AI is usually taught: more prompts, more tools, more context and more iterations do not represent greater capability — better judgement about how much each piece of work deserves does.

  Every submission is assessed against all eight, with structured trainer feedback through the Academy, and every module deepens them through application on new terrain.

Responsible Direction Built In

• Validate before you rely. It runs through every module and every applied task — never rely on unverified output, never expose confidential data, never hand a consequential decision to AI. And asking the same AI to check its own output is review, not independent validation.

  Responsibility is non-compensable. Six red lines govern the work — unauthorised information use, fabrication or material reliance without verification, uncontrolled delegation of consequential authority, materially harmful conduct or output, concealing AI involvement where disclosure is required, and uncontrolled operational deployment. A capstone that crosses any of them cannot pass until the issue is corrected, whatever the scores elsewhere.

  One more threshold sits alongside them: you must be able to explain your output’s limitations, its residual risks, and the circumstances in which it should not be used. Strong work everywhere else cannot compensate for its absence.

Reusable Skills That Compound

• Every module leaves you with named, reusable AI Skills — structured capability packages, not saved prompts. Each one carries its purpose and intended user, the inputs and context it needs, the direction steps themselves, the decision rules and human approval points, its validation checks and safeguards, worked examples, and an owner and version.

  A Skill is tool-agnostic by definition: the same package can be implemented as a Claude Skill, a Custom GPT, a Copilot or Gemini setup, project instructions, or a documented AI-enabled procedure. What is assessed is the reusable capability, not the container it happens to live in.

  And the test is not that it works for you. For your credential, at least one of your Skills must be successfully cold-run by someone else — run by a colleague, from your instructions, without you standing beside them. That is what turns personal capability into team capability.

Built Around Your Role and Your Week

• Nine questions about your work, none of them about AI tools. Your personal AI Direction Report maps where your time goes and recommends the two or three domains where directed AI is most likely to give you leverage first — explained in your own words, drawn from your own answers. The recommendation is developmental guidance, not a competence score, and it stays yours to change after discussion.

  Then, optionally, a free 60-minute live session — open to everyone, and most useful once your report is in front of you.

  Enrolment is open continuously; you can enrol before or after the diagnostic, though it must be complete before your first domain begins. Attend the one-hour live online Foundation at its scheduled time, then start your first domain batch. About three hours a week during an active domain. No technical background required — from operations and finance to consulting, HR and leadership.

Live Sessions Under Direct Facilitation

17 hours of live facilitation: a one-hour Foundation session plus four two-hour sessions in each of your two chosen domains — demonstration, critique, and capstone confirmation.

Watch AI directed live on real work like yours, then have your own direction trails critiqued against the Eight Direction Abilities. Across Weeks 1–3 of each domain, every participant receives detailed individual feedback on at least one submission.

Batches capped at 20 participants per domain, so every capstone receives a mandatory live viva — with deeper examination scheduled into overflow slots rather than compressed into the session.

• Mandatory Live Online Foundation, with a Two-Part Assessment

  One live online hour at a scheduled time, normally one to two days before your first domain begins: the Eight Direction Abilities, a trainer demonstration of a complete direction cycle end to end, a short guided exercise on your own work, and the six Responsible Direction red lines with worked examples of how each one fails a capstone. If you can’t attend, a complete recording is available — but it replaces attendance only, never the assessment. Both parts are completed either way

  Foundation carries a mandatory two-part assessment: an automatically scored knowledge check, which you pass at 80% with every Responsible Direction question correct, and a short applied Direction Record in which you frame and direct a real task of your own. You receive structured feedback and one reassessment opportunity. Foundation scores support your learning and never appear on your credential.

  Foundation must be passed before any capstone is accepted — it is the gate to the credential, not a warm-up.

Your Work as the Project

• Application tasks are drawn from your own job — your homework is your work, and there is no simulated case study anywhere in the programme. This is the “Application” in CAIDA, built into every week.

  Each week you submit a structured Direction Record through the Academy, 48 hours before the next live session, showing how you directed the work — what you delegated, how you framed it, what you validated, what you’d do differently. Those records are what gets critiqued in the following session.

  You finish each module with a real deliverable, named reusable AI Skills, and — where the work supports it — a measured before-and-after. Outcomes, not notes.

Personal Diagnostic & AI Direction Report

• Nine questions about your work, free. Your personal AI Direction Report maps where your hours go, identifies where directed AI is most likely to give some of them back, and recommends two or three domains to start with — each recommendation explained in your own words, drawn from your own answers.

  Every figure in it is one you supplied. The report maps them and points to where the leverage sits — it does not add estimates, projections or percentages of its own. The recommendation is developmental guidance, not a competence score, and it remains yours to change after discussion.

  AI helps interpret your answers and generate the report. The questions never ask for confidential figures, client names or personal data, and nothing identifiable is used in teaching or marketing without your explicit permission.

Open Clinics, Community & Ongoing Access

• Monthly open clinic with direct facilitator access — for current participants and alumni, so guidance doesn’t end at certification. It is also the natural venue for cold-running your Skills: your credential requires at least one Skill to be successfully run by someone other than you, from your instructions alone, and the clinic gives you a tester and a setting for it.

  Peer batches across industries, an alumni community, and a private capability profile in the Academy holding your evidence, feedback and progress. Public verification shows the domains you have demonstrated and when.

Certificate in AI Direction and Application (CAIDA) Credential

• Accredited by Exemplar Global, part of the ASQ family.

  Certifies you as a CAIDA Professional: demonstrated ability to direct AI on real work, assessed through capstones from your own job in two domains, each confirmed in a live viva. The credential requires the completed diagnostic, a passed Foundation assessment, attendance or approved catch-up for both domains, evidence that at least one capstone was actually used in your workplace, and at least one reusable Skill successfully cold-run by another person — with no unresolved Responsible Direction concern.

  One credential, progressively updated. After your first demonstrated domain your private capability profile may show that domain and CAIDA: In Progress. After the second, the certificate is issued. Every further domain is added to the same credential under the same permanent ID, with earlier achievements intact. Demonstrating all six adds the CAIDA Complete – All Six Domains Demonstrated distinction. There are no separate module badges or sub-certificates.

  Lifetime validity. Every certificate carries a QR code opening the authoritative online record in Accredible, which shows both what you demonstrated and your current-practice status: Current when all applicable Practice Updates are complete, Update Available during the six-month window after a material update is released, and Practice Update Overdue if that window passes. Your credential remains lifetime valid throughout — the status reports currency of practice, not validity.

Learning Outcomes

Direct AI Without Building It

• Learn the complete cycle of AI Direction: decide what AI should and should not do, define the job and what good means, give it the right evidence and boundaries, choose the route, steer and know when to stop, validate before you rely, land the result at its real point of use, and capture the approach so someone else can repeat it.

  Eight abilities that make AI produce your standard of work, on whichever suitable AI tool you use, without writing a line of code — and you apply every one of them to your own job as you learn.

Develop the Skill That Elevates Every Career

• AI Direction sits between merely using AI and architecting AI systems — the universal professional capability in the middle. It is a business role rather than a technical job title, and whatever your role, it multiplies expertise you already have rather than replacing it.Whether you work in operations, finance, consulting, quality, HR or leadership, the Certificate in AI Direction and Application (CAIDA) answers “what do you want to be known for?” with assessed work from your own job rather than a course completion.

What Participants Set Out to Achieve

Each domain is built around a business outcome you pursue on your own work. What you achieve depends on the work you choose, your role and your organisation’s conditions — these are the goals the programme trains for, not results it guarantees:

• Reclaim hours from recurring work, measured against your own baseline where you take the Workflow domain rather than against a claimed average
• Make better-examined decisions, with AI as a rigorous thinking partner and the decision staying yours
• Produce communication and analysis that survive scrutiny — claims traced to sources, calculations independently validated
• Redesign recurring work so the improvement sustains itself, with ownership assigned and exceptions handled

Perfect for Non-Technical Professionals

• No programming background needed, and no prior AI experience assumed. The diagnostic that starts your journey asks nine questions about your work — none of them about AI tools at all.

  You work on the job you already do, in a suitable AI tool you have access to, with concepts explained through your own real examples. Whatever your current AI habit is — daily user or complete beginner — it’s a starting point, not a requirement.

Graduate With Real Working Assets

• Your two domains determine what you leave with. Across the six, these are the deliverables — you produce the two that match your chosen domains, not all seven:

  • Evidence-backed research briefs, with material claims traced to source
  • Reproducible analyses and decision-ready insight products, independently validated
  • Decision records that survive scrutiny — options, criteria, adversarial challenge, ownership
  • High-stakes communications with influence plans, delivered and reviewed
  • Redesigned recurring workflows, run in practice with a measured before-and-after
  • A bounded working tool that at least one other person uses to complete a real task
  • Named, reusable AI Skills — with at least one across your two domains cold-run successfully by someone else, from your instructions alone

  This is the “Application” in CAIDA made visible: you graduate with deliverables from your own job, not theoretical labs. That requires genuine work you’re accountable for — employed, consulting, freelance, entrepreneurial or nonprofit all qualify; a fictional case study does not.

Lifelong Professional Advantage

• Direct AI confidently on work that doesn’t exist yet — tools churn, the abilities don’t
• Build and share team-level AI Skills that colleagues can run without you
• Lead responsible AI adoption with judgment, not hype — red lines, disclosure, and decisions that stay human
• Add each further domain to the same credential, with CAIDA Complete when all six are demonstrated, and keep your practice current through periodic Practice Updates
• Move into AI-forward leadership — or into CAISA, a peer craft for building AI solutions rather than a step up

Topics Covered

CAIDA isn’t a fixed sequence of sessions — it’s a Foundation everyone takes, plus two domains your diagnostic recommends and you choose. All six are peers: no core, no electives, no prerequisites, and no fixed order. Here’s what that looks like: the Foundation, the six domains, and the rhythm every module follows.

Foundation (mandatory — one live online hour at a scheduled time, normally one to two days before your first domain)

• The complete discipline of directing AI: Delegate, Frame, Context, Plan, Steer, Validate, Land, Capture — eight abilities taught as one interacting loop, not eight rigid steps, with a trainer demonstrating a full direction cycle end to end and a short guided exercise on your own work.
• The six Responsible Direction red lines that govern everything after it, with worked examples of how each one fails a capstone: validate before you rely, protect confidential data, keep consequential decisions human.
• A mandatory two-part assessment — an automatically scored knowledge check (80% to pass, every Responsible Direction question correct) and a short applied Direction Record on a real task of your own. One reassessment opportunity is included, and Foundation scores never appear on your credential.
• Can’t make the live hour? A complete recording is available — it replaces attendance only, not the assessment, which is required either way. Then your two domains — recommended by your AI Direction Report, chosen by you. Take them in either order, or in parallel where schedules allow. All six stay open:

Domain 1 — AI Direction & Application: Research & Knowledge

• Frame research questions and evidence standards, direct deep research with a defensible source strategy, and work through long documents with full traceability.
• Synthesize and reconcile conflicting evidence, get up to speed on unfamiliar domains in days, and capture it all as reusable Skills — from the Evidence-Backed Research Brief to the Get-Up-To-Speed Tutor.

Domain 2 — AI Direction & Application: Analytics

• Move from a real business question to defensible insight: metric definitions, data readiness and provenance, method and assumption choices, and interpretation that separates what the data shows from what you infer.
• Validate and reproduce every material calculation, tell the analytical story visually, and build Skills like the Performance & Variance Analyzer and Insight-to-Action Brief.

Domain 3 — AI Direction & Application: Problem Solving & Decision Making (the Benchmark signature module)

• Frame and decompose real problems, explore cause hypotheses with evidence, generate genuine options, and set decision criteria before scoring — with AI as a rigorous thinking partner, never the decision-maker.
• Red-team your own plan with premortems and adversarial challenge, then produce a decision record that survives scrutiny — with Skills like the Root Cause Explorer and Premortem & Scenario Challenger.

Domain 4 — AI Direction & Application: Communication & Influence

• Define what your audience must understand, trust, decide, or do; build message architecture before drafting; and keep an authentic voice that sounds like you at your best.
• Adapt one message across stakeholders, channels, and live conversations — ethically, with verified facts — using Skills like the Storyline Architect and Stakeholder Message Adapter.

Domain 5 — AI Direction & Application: Workflow & Productivity Systems

• Find the recurring work worth redesigning, map its real current state, and divide the work deliberately between human and AI — eliminate first, orchestrate last.
• Handle exceptions, approvals, and sensitive information; measure the before/after; and build systems like Inbox Triage and the Meeting-to-Actions System that keep the time reclaimed.

Domain 6 — AI Direction & Application: Business Applications

• Scope and build small working tools — trackers, dashboards, approval flows — without becoming a developer, including the judgment of when not to build.
• Design data, rules, and permissions; test exceptions and misuse; deploy, hand over, and own — so your tool survives you stepping away.

Inside every module — the four-weekend rhythm

Four weeks, one two-hour live session each week.

Week 1 — Demonstrate and begin. The domain framed, a live demonstration of directing patterns on real work like yours, then guided application to your own, and your first application task set.

Weeks 2–3 — Critique and stretch. Real participant direction trails dissected against the rubric — where the framing won, where the validation failed — plus harder patterns, reusable-Skill development, and capstone preparation.

Week 4 — Confirm and consolidate. Capstone confirmation and your mandatory live viva, selected learning examples, and next steps.

Between sessions, about an hour a week: apply the method to your own job and submit a structured Direction Record through the Academy, due 48 hours before the next session. Week 4 needs a little more — one to three hours consolidating and preparing the capstone, which is due 72 hours before that session so your trainer can pre-evaluate it offline.

Your capstone is a real deliverable, assessed on all eight abilities against a four-level scale. Every ability must reach at least Demonstrated, your domain’s real-use floor must be met, and no Responsible Direction concern may remain unresolved. Work assessed as Not Yet Demonstrated gets specific feedback and one included resubmission — which is why the standard means something.

Target Audience (Professional Roles, Experience Level)

• Ideal for every professional whose week contains information to master, data to interpret, decisions to make, messages that must land, work that repeats, or something a small shared tool would fix — consultants, analysts, finance and operations professionals, quality and excellence practitioners, HR, sales, trainers, and managers at every level. Equally open to entrepreneurs, business owners and independent consultants, who apply the method to their own accountable work.

  No technical background required: your nine-question diagnostic recommends two or three domains where directed AI is most likely to give you leverage first, so the programme fits your role rather than asking you to fit it. Especially natural for Six Sigma and process-improvement alumni ready to add AI Direction and Application to their craft — Problem Solving & Decision Making is built as the bridge.

Prerequisites (Required/Recommended Knowledge)

• Basic digital fluency. No coding, no programming, no technical AI background, and no prior AI experience needed — your current ChatGPT habit, whatever it is, is a starting point, not a requirement.

  Two things you do need: access to at least one suitable generative-AI tool, where a free plan is often enough; and genuine work you’re accountable for, to apply the method to. Your coursework, submissions, feedback and capability record live in the CAIDA Academy, which runs in the browser with nothing to install and is included in your fee.

  On sequencing: you can enrol before or after the diagnostic, but it must be complete before your first domain module begins, and the mandatory live online Foundation, at its scheduled time, comes before that first domain too.

Recommended Prior Courses (if applicable)

None required — Foundation assumes nothing.

Interactive Components (Practice projects, Case studies, Quizzes)

• Live demonstrations of AI direction on real work, drawn from participant diagnostics with explicit permission and anonymised before use
• Weekly application tasks on your own job, submitted as a structured Direction Record through the Academy 48 hours before the next session
• Every submission gets a trainer check; selected anonymised submissions are examined in depth in the following live critique; and across Weeks 1–3 every participant receives detailed individual feedback on at least one submission
• Critique sessions dissecting real participant direction trails — where the framing won, where the validation failed
• Capstone submitted 72 hours before Week 4 for offline trainer pre-evaluation, followed by your mandatory live viva
• At least one reusable Skill cold-run by another person — a credential requirement, with the open clinic as the natural venue
• Monthly open clinic with direct facilitator Q&A — open to current participants and alumni

Support Services (Forums, Technical Support, Post-training guidance)

• Facilitator support via dedicated forums and the monthly open clinic — which stays open to you as an alumnus after certification
• Guidance in whichever suitable AI tool you work in (ChatGPT, Claude, Copilot, Gemini or another). CAIDA doesn’t mandate a provider or include commercial AI licences; you follow your own organisation’s rules on approved tools and information use
• Cross-industry peer batches, an alumni community, and a private Academy capability profile holding your evidence, feedback and progress — with public verification confirming the domains you’ve demonstrated and when
• Recordings and catch-up – Foundation has a complete standard recording, which covers absence but not the assessment — that is required either way. Domain sessions are not routinely distributed as full recordings, because live critiques contain participants’ own workplace material. If you miss a session, catch-up uses a trainer-recorded recap, selected demonstration material, session resources and a structured make-up application, all recorded in the Academy.
• Attendance expectations – You’re expected to attend all four live sessions. One missed session in Weeks 1–3 can be remedied through approved catch-up; more than one needs trainer review and may mean additional work or a transfer to another batch. The Week 4 viva is mandatory and live — if you miss it, a separate viva is scheduled.

Certification Earned

Certificate in AI Direction and Application (CAIDA) — issued after Foundation and two demonstrated domains. Holders carry the designation CAIDA Professional.

The credential requires: the completed diagnostic · a passed Foundation assessment · attendance or approved catch-up for both domains · a Demonstrated capstone and mandatory live viva in each · evidence that at least one capstone was actually used in your workplace · at least one reusable Skill successfully cold-run by another person · no unresolved Responsible Direction, authenticity or verification concern.

Value to Employers (Efficiency, Cost Reduction, Quality Improvement)

Operational Efficiency

• • Reclaim hours from recurring work — status reporting, review preparation, inbox and meeting follow-through — measured against the team’s own baseline where the Workflow domain is taken
  • Shorten turnaround on research, analysis and first drafts
  • Improve consistency through shared, reusable AI Skills another team member can run without the author present
  • Redesign workflows that hold their gains — exceptions handled, ownership assigned, maintenance defined

  The intent is added capacity from the people and tools you already have. What any individual achieves depends on the work they choose and your organisation’s own conditions.

Cost Reduction

• • Tool-agnostic: participants work in whichever suitable generative-AI tool they can access, and a free plan is often sufficient. CAIDA doesn’t mandate a provider or include commercial AI licences
  • Small internal tools built and owned in-house, without a development budget
  • Less rework, fewer repeated cycles on documents, analyses and reports
  • Every capstone is a real deliverable from the participant’s own job, produced during the programme rather than after it

  The return, where it materialises, is visible during the programme rather than at the end of a transformation project.

Quality Improvement

• Analyses that are reproducible and independently validated; research with claims traced to sources
• Decisions documented, adversarially challenged, and owned by accountable humans
• Communication that is accurate, audience-fit, and free of AI-generated fabrication
• Responsible AI use enforced by non-negotiable red lines — confidential data protected, AI involvement disclosed, consequential decisions kept human

These are assessment requirements, not aspirations: a capstone that crosses a red line cannot pass until the issue is corrected, whatever the scores elsewhere. The aim is stronger organisational reliability and lower exposure to the risks untrained AI adoption carries.

Career Goals (Roles you can aim for post-certification)

Roles CAIDA Professionals may aim for — directions the capability opens, not employment outcomes the programme guarantees: AI Adoption Lead, Internal AI Champion / AI Consultant, AI Productivity & Workflow Lead, AI-Augmented Business Analyst, Research & Insights Lead, Decision Support Specialist, Operations Excellence Leader, Process Improvement Manager (AI-Enabled), Communications & Proposals Lead, Digital Transformation Lead, Team AI Capability Owner, AI Direction Coach, AI Application Coach

Bundled Programs (Packages or pathways that include this course)

Suggested Sequence

• 1. Start with the free diagnostic — nine questions about your work. Your AI Direction Report maps your week and recommends two or three domains.
  2. Optionally join the free 60-minute live session — open to everyone, and most useful once your report is in front of you.
  3. Enrol — before or after the diagnostic, though it must be complete before your first domain begins. Enrolment is open continuously.
  4. Attend the mandatory one-hour live online Foundation at its scheduled time, then your two chosen domains — in either order, or in parallel where schedules allow → CAIDA Professional.
  5. Add further domains whenever your role evolves. Each is added to the same credential; all six adds the CAIDA Complete distinction. All six remain open, and purchased module entitlement doesn’t expire — batch dates follow the published rotation.
  6. Drawn to building AI solutions? CAISA is the companion credential — a peer craft for building, not a step up from directing.

  Combine with your Lean Six Sigma path: CAIDA pairs naturally with GB/BB — Problem Solving & Decision Making is built as the bridge — and counts toward the broader Business Excellence journey.

Return on Investment (Salary increase potential, Recognition)

Acquire the Universal AI Skill Without Pausing Your Career

• Gain the discipline of AI Direction at about three hours a week during an active domain — one two-hour live session plus roughly an hour of application on your own work. No career break, no technical retraining.

  Because every assignment comes from your own job, the time you invest goes into deliverables your work needed anyway rather than into practice exercises.

Accelerate Your Career With a Credential That Shows Its Evidence

• The Certificate in AI Direction and Application is accredited by Exemplar Global, part of the ASQ family. Public verification confirms which domains you demonstrated and when, through a QR code on the certificate itself.

  “CAIDA Professional” is a professional identity rather than a course completion — a LinkedIn headline that answers “what do you want to be known for?” with assessed work from your own job behind it.

Impact That Lands During the Programme, Not After It

• Reclaim hours from recurring work, measured against your own baseline — the Workflow domain’s own requirement
• Turn around research, analysis and communication faster — at a standard that survives scrutiny
• Put a redesigned workflow or working tool into real use in your team
• Strengthen decisions with documented, adversarially challenged reasoning

Because every capstone is real work from your own job, your manager and stakeholders typically see the deliverables while the programme is still running.

Capacity Limits

Limited to 20 participants per domain batch — capped by design. Every capstone is pre-evaluated offline by your trainer before Week 4 and confirmed in a mandatory live viva, with deeper examination scheduled into overflow slots rather than compressed into the session.

PDUs

26