Pillar 2

AI training & education

21 programs across 7 categories.

Who these programs are for

Designed for adult learners with limited or no technical or coding background, and they work just as well for people who have coded and built before. Executive programs serve senior leadership teams.

Formats

Delivered in class or online: talks and 90-minute sessions · 3-hour and half-day workshops · multi-session cohort courses · multi-day certified programs · executive forums with follow-on advisory. Every program is adapted to your context.

Leadership & AI

For leadership teams deciding what AI means for their business · C-suite, senior leadership teams

Generative AI Fundamentals

For teams building everyday competence with AI · Teams, mixed technical levels

AI-Driven Business Transformation

For organisations and institutions putting AI to work · Universities, national skills programs, practitioners

Prompt & Context Engineering

For practitioners who need AI to behave reliably · Practitioners, builders

AI Agents & Workflow Automation

For teams ready to let AI do work, not just answer questions · Technical practitioners

AI-First Product Development

For people turning ideas into products with AI · Product managers, founders, adult learners

AI Ethics, Governance & Security

For managers and teams accountable for AI used well · Managers, risk roles, technical teams

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Every organisation is different. There is no cost for the initial conversation.

Get in touch hello@swarupbiswas.com

AI training & education

Who these programs are for

Formats

Leadership & AI

Executive AI Alignment ForumA two-day forum where a leadership team works out, together, what AI demands of their business. A 90-day execution program follows, with a plan the board can hold the team to.

AI for LeadersExecutive education for leaders who direct AI work without doing the engineering: what AI changes about decisions, measurement, and the design of work.

AI Mindset ShiftA workshop that moves professionals from avoiding or dabbling with AI to engaging it deliberately. The session ends with something built.

Generative AI Fundamentals

Gen AI FluencyWorking fluency in generative AI: what these systems are, what they're for, and how to get reliable results from them.

Getting More from AI AssistantsFor people who already use AI assistants and want more: teaching the assistant your way of working through reusable instructions, and building good habits for working alongside AI on technical tasks.

AI-Driven Business Transformation

Transforming Business with AI & Deploying AI SolutionsA 45-hour certified program: find where AI genuinely pays off in a business, write the requirement precisely, then build and deploy a working solution, not slides.

AI in Urban IntelligenceCase-based postgraduate teaching on AI in smart-city and urban-systems contexts.

AI Curriculum Design for UniversitiesDesigning AI education programs for institutions: module structure, session plans, and assessments aligned to stated learning outcomes.

Prompt & Context Engineering

Context Engineering: FundamentalsMost AI failures are information failures. This program teaches how to design everything an AI system sees (instructions, examples, documents, memory) so its behaviour is reliable and auditable, not lucky.

Prompt Engineering for ProfessionalsPractical instruction-writing for non-engineers: from one-off prompts to a personal library of instructions that work every time.

AI Agents & Workflow Automation

Understanding AI AgentsWhat changes when AI stops answering questions and starts doing work: how AI agents operate, where they create value, and where they fail.

Building Multi-Agent SolutionsBuild a working business solution where several AI agents research, verify, and report together, with the quality controls that make it dependable enough to use.

AI Agents Inside Real ApplicationsHow an AI agent fits inside a production application: the full path from a working prototype to something an organisation can run.

AI on Your Own Data & Workflow AutomationHands-on builds: AI that answers from your organisation's own documents and data, wired into automated workflows, using the same approach as the certified modules.

AI-First Product Development

No-Code AI App DevelopmentFrom an idea to a working app using AI as the builder. No coding background needed. The discipline is in the thinking: define it clearly, and AI can build it.

Structured Product Development with AIA structured method for building products people want: make it simple, make it lovable, then make it complete, in that order. Applied end to end with AI build tools.

From Prototype to AI ProductAn eight-module course that turns a basic app into a deployed AI product, one capability at a time, so learners always have something working.

Design Essentials for Product BuildersEnough design literacy to build products people will use, for builders who aren't designers and don't need to become one.

AI Ethics, Governance & Security

Ethical AI for ManagersEthical AI treated as a management practice: what accountability, fairness, and privacy require of the managers deploying AI. Not a philosophy seminar.

How AI Systems Get AttackedAI applications fail in ways traditional software doesn't. This program covers the ways they get attacked and the defence principles that hold, grounded in the industry-standard OWASP risk list for AI applications.

AI Governance in PracticeWhat AI governance frameworks mean for working managers, taught as something you run, not something you file. Adapted to your regulatory context.

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