The human-in-the-loop gate
What a human must check before an AI-assisted course ships.
2:10 · EN · 720p
CAILP
Certified AI Learning Practitioner
Accelerate L&D with AI without surrendering quality, evidence, or trust.
12 weeks72 learner hours6 modulesCurriculum preview
CAILP preview
AI in L&D — with human gates
Preview program — modules ship on the waitlist roadmap.
Curriculum preview — no certificate until the first module opens.
Weeks and hours describe the designed full program, including modules still in production — not only what is open today.
L&D teams using generative AI in authoring, tutoring, and operations.
Capstone: An AI-assisted course plus an audit dossier: hallucination log, bias review, prompt library, human-in-the-loop SOP.
LinkedIn Workplace Learning Report 2025; ATD 2025 State of the Industry AI-training figures; NIST AI RMF; UNESCO guidance on AI in education.
Program modules
Complete modules in order — each gate at 80%.
- ComingComing next
Module 1 — AI literacy for L&D
What models can and cannot do — judgment gates: vague brief → performance TNA first; AI drafts, humans own preferred paths, sign-off, ethics/privacy.
- ComingComing next
Module 2 — Human-in-the-loop authoring
Document-to-course flows with mandatory human rewrite gates — grounded synthesis only; never auto-sign preferred paths.
- ComingComing next
Module 3 — Evaluating AI-generated learning
Hallucination checks, bias review, and when to refuse a draft.
- ComingComing next
Module 4 — Tutors, retrieval practice, and adaptive paths
When AI tutoring helps retrieval — and when it shortcuts practice.
- ComingComing next
Module 5 — Governance, privacy, bilingual prompt ops
NIST AI RMF habits, data boundaries, and Arabic prompt libraries.
- ComingCapstone — coming
Module 6 — Capstone: ship + audit
AI-assisted course plus audit dossier for stakeholders.
Preview video lessons
Motion-graphic lessons from the Oct 2026 curriculum. Full modules follow on the waitlist.
When AI tutors help — and harm
Guardrails so tutoring supports practice instead of replacing it.
2:09 · EN · 720p
What a language model does, and does not do
Next-word prediction, what it is poor at, and what you should not paste in.
2:36 · English · 1080p
Arabic quality: register, dialect and terminology
MSA benchmarks are not dialect performance. Check the register before you ship.
2:32 · English · 1080p
Hallucination checks that scale
Retrieval does not remove invented claims. Check by risk, and track an error rate.
2:30 · English · 1080p
AI for retrieval practice and spacing
Generate questions, then verify them. A schedule is a starting point, not a result.
2:27 · English · 1080p
AI governance in plain terms
NIST, ISO 42001, and the EU AI Act dates a buyer will ask about — including education as high-risk.
3:06 · English · 1080p
Academy FAQ
Is Innovito Digital Learning Academy free?
Yes. Creating an account, taking live lessons, sitting module gates, and issuing Innovito certificates of mastery are free. There is no tuition.
Who is this program for?
L&D teams using generative AI in authoring, tutoring, and operations.
Which modules are open in this program?
Curriculum preview — no certificate until the first module opens.
Is the academy available in Arabic?
Yes. Live lessons are bilingual Arabic and English. Use the language switcher in the header. Your certificate uses the name on your academy profile.
Are Innovito Academy certificates the same as ATD APTD or CPTD?
No. Innovito Academy issues its own program certificates of mastery when you pass module gates. They do not replace ATD APTD/CPTD, CIPD, or university degrees.