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Curriculum Samples← Training hub

Cite-ready curriculum
archetypes for enterprise AI.

Sample outlines for every track — modules, objectives, lab scripts, and governance checkpoints. Share with L&D or procurement; we customise after a discovery call.

6Track archetypes
6Deliverables per track
25+Industries
✓Discovery call within 48 hours
✓Agenda draft in 5–10 business days
✓Stakeholder interviews included

Scope or pilot

Discuss this curriculum

Share sponsor, headcount, and cities — we reply with timing and options.

Track Archetypes

Six curriculum tracks.
All fully customisable.

Executive AI Track

Half-day

C-suite, board, senior leaders

Investment thesis, competitive benchmarking, and governance guardrails. Produces a signed pilot scorecard before participants leave the room.

Modules

  • AI landscape & competitive positioning
  • Portfolio prioritisation framework
  • Risk, compliance & board communication

Practitioner Foundations

1–2 days

Cross-functional practitioners

Prompting patterns, evaluation habits, and responsible use checkpoints. Works with any LLM stack — Claude, ChatGPT, Gemini, Copilot.

Modules

  • Prompt engineering & regression mindset
  • When not to trust confident outputs
  • Documentation & escalation habits

AI Agents & Agentic Workflows

1–2 days

Technical leads, product teams

MCP, tool-use patterns, multi-agent orchestration, and human-in-the-loop design. Labs build real workflow prototypes.

Modules

  • Agent architecture & tool-use
  • MCP & enterprise integrations
  • Safety, evals & production readiness

Topic × Industry Track

Custom

Sector-specific teams

Topic-in-industry templates — e.g. generative AI in banking, AI agents for FMCG, responsible AI for healthcare. Same high-intent framing, fully tailored content.

Modules

  • Industry context & regulatory framing
  • Domain-specific use-case labs
  • Governance checkpoints & pilot backlog

Data & ML Enablement

2–3 days

Data science & engineering teams

RAG, vector search, fine-tuning, evals, and model selection. Technical depth with production deployment context.

Modules

  • RAG architecture & retrieval patterns
  • Fine-tuning vs. prompting decision tree
  • Eval frameworks & production monitoring

Train-the-Trainer

1–2 days

Internal L&D, AI champions

Equip your internal facilitators with curriculum, labs, and rubrics to scale AI enablement without external dependency.

Modules

  • Facilitation playbook & exercises
  • Evaluation rubrics & spot-check templates
  • 30-day adoption reinforcement plan
What's included

Every curriculum ships
with six deliverables.

01

Modular agenda with time allocations

Every curriculum ships with a session-by-session agenda, speaker notes, and time splits — ready to share with L&D and approval chains.

02

Hands-on lab scripts

Prompt templates, exercise scripts, breakout prompts, and facilitation notes calibrated to your vocabulary and tool stack.

03

Governance checkpoints

DPDP, RBI/SEBI, IRDAI, or sector-appropriate policy guardrails built into the session — not appended as a disclaimer.

04

Evaluation rubric

Criteria your L&D team can use to assess comprehension, readiness, and adoption intent after each session.

05

Pilot backlog template

A structured output from the session: prioritised use cases with owner, metric, baseline, and kill criteria — signed off during the room.

06

Post-session adoption pathway

Links to explainx.ai on-demand courses and optional 30-day check-in to keep momentum after the facilitator leaves.

Industries

Curricula for every vertical.

Each industry has its own scenario library, regulatory framing, and vocabulary. We don't reuse generic slides — every track is rebuilt from the domain up.

banking & financial servicesinsuranceFMCGretailecommercehealthcarepharmamanufacturingIT & softwareconsultingmedia & entertainmentreal estatelogistics & supply chainBPO & outsourcingeducation & EdTechlegal & complianceadvertising & PRtelecommunicationsautomotiveaerospace & defenseenergy & utilitiesagriculture & agtechgovernment & public sectorhospitalityconstruction & engineeringnonprofits & NGOstravel & tourism
Curriculum design process

From brief to
delivered curriculum.

Five steps, typically completed in 2–3 weeks. Discovery and interviews happen before any content is built — so the curriculum reflects your organisation, not a template.

Start the process →
01

Discovery call & problem framing

We align on sponsors, success metrics, and constraints (2026 tool landscape, data rules, procurement gates) before anything is scheduled company-wide.

02

Stakeholder interviews & day-in-the-life context

Short conversations with practitioners (not only leadership) so scenarios reflect real workflows—not generic slide demos.

03

Curriculum design & artifacts

Modular agenda, exercise scripts, evaluation rubrics, and governance checkpoints matched to your vocabulary (banking, FMCG, engineering, etc.).

04

Engaged, hands-on delivery

Facilitation-led sessions with live exercises, breakout prompts, and documented failure modes—minimum passive lecture time.

05

Post-session support: documentation & next steps

Written recap, pilot backlog, links to explainx.ai courses for scaled upskilling, and optional office hours so momentum doesn’t stop at the workshop.

FAQ

Frequently asked questions.

What's a 'sample curriculum' and how does it differ from the actual programme?

Sample curricula are archetype outlines — they show the module structure, objectives, and content depth of a given track. The actual programme is customised after a discovery call: vocabulary, scenarios, lab datasets, and governance examples are all adapted to your organisation.

Can I share a sample curriculum with my L&D or procurement team?

Yes — that's the intent. These outlines are cite-ready and structured for internal approval chains. We can also produce a one-page executive summary on request.

How long does curriculum design take?

After a discovery call and stakeholder interviews (typically 3–5 short conversations), a custom agenda with full module detail is ready in 5–10 business days. We can expedite for urgent engagements.

Do you support multiple cohorts running the same curriculum?

Yes. Once a curriculum is designed, it can be licensed for your internal facilitators (via our train-the-trainer track) or delivered as parallel cohorts across sites and timezones.

Can curricula be combined — e.g., executive track in the morning, practitioner track in the afternoon?

Absolutely. Multi-track day structures are common for full-day company events. We design the thread between sessions so messaging is consistent across roles.

What industries have you built curricula for?

Banking, FMCG, healthcare, pharma, IT & software, consulting, retail, manufacturing, logistics, media, legal, government, and 12+ more. Every vertical has a bespoke scenario library.

See it in action

Not sure which track fits?

Browse all training formats — from half-day executive briefings to multi-day practitioner enablement.

Browse training formats →Scope a curriculum