Initial dataset card — generated by Densight Labs daily engine

README.md

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+---
+license: mit
+tags:
+- adapt-framework
+- enterprise-ai
+- pakistan-ai
+- densight-labs
+- applied-ai
+- adapt-framework
+- ai-templates
+- project-management
+- applied-ai
+- densight-labs
+pretty_name: 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](https://densightlabs.com) | [GitHub](https://github.com/Densight)
+
+---
+
+## Source
+
+This dataset card is part of the **Densight Labs Applied AI Implementation Series**.
+
+- Full implementation on GitHub: [adapt-template-library](https://github.com/Densight/adapt-template-library)
+- Website: [densightlabs.com](https://densightlabs.com)
+- GitHub Org: [github.com/Densight](https://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.