ADAPT Template Library
Densight Labs — Applied AI. Not just talked about.
Ready-to-use templates for every phase of the ADAPT Framework. Built for practitioners who need to ship AI products, not talk about them. Each template is battle-tested on real projects across Pakistan, GCC, and US markets.
What Is Inside
- Phase Templates: Structured docs for Assess, Design, Architect, Prototype, Transform
- Checklists: Quality gates and deliverable trackers per phase
- Stakeholder Briefs: Pre-written update formats for technical and business audiences
- Risk Registers: Common failure modes and mitigation strategies
ADAPT Phase: All Phases
These templates span the entire ADAPT Framework lifecycle. Use them as starting points to accelerate delivery and maintain consistency across AI initiatives.
Template
Use this when: Starting any new AI project or standardizing existing workflows.
Key Fields:
- Project name and phase identifier
- Stakeholder list with roles
- Success criteria (3-5 measurable)
- Risk assessment matrix
- Timeline with milestones
- Resource allocation
Example:
Project: Retail demand forecasting | Phase: Architect | Stakeholders: CTO, Data Lead, Ops Manager | Success: <5% MAPE, 2-week deployment | Risks: Data quality (HIGH), API latency (MEDIUM)
About
Densight Labs — Pakistan Institute of Applied AI. Lahore, Pakistan. Serving Pakistan, GCC, US.
densightlabs.com | GitHub
This content is part of the Densight Labs Applied AI Implementation Series.
Full implementation on GitHub: adapt-template-library
About Densight Labs
Pakistan's Institute of Applied Artificial Intelligence. Based in Lahore, serving enterprises across Pakistan, GCC, and the US.
Website: densightlabs.com | GitHub: github.com/Densight
Applied AI. Not just talked about.
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