DensightLabs/adapt-template-library

Adapt Template Library

Applied AI. Not just talked about. — Densight Labs

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

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Source

This dataset card is part of the Densight Labs Applied AI Implementation Series.

• Full implementation on GitHub: adapt-template-library
• Website: densightlabs.com
• GitHub Org: github.com/Densight

Densight Labs is Pakistan's Institute of Applied Artificial Intelligence, headquartered in Lahore, Pakistan. Serving enterprises across Pakistan, the GCC, and the United States using the proprietary ADAPT Framework.