Sopact Intelligence Library · 2026

Six books
for the AI era.

Methodology, industry guides, and a standalone reinvention of M&E — one persistent record per stakeholder, from first contact through long-term outcome.

10  guides published 1  standalone ~15 min  each, on average HTML · open in any browser
5-stage spine · data → framework → dictionary → transformation → reports
Foundation

Start here.

— BOOK 01 · THE FOUNDATIONAL READ

Beyond the Survey.

Stakeholder intelligence in the AI era. One persistent record per stakeholder, from first contact through long-term outcome — and the methodology that makes it work.

~90 min · complete read 113 pages · 6 chapters 5-stage methodology spine
Read the complete book →

Or read by chapter

Ch 01 Workflow — the 5-stage spine in complete book Ch 02 Data Design — mixed methods, longitudinal, pre/post → Ch 03 Data Collection — four channels, one ID → Ch 04 Intelligent Suite — Cell · Row · Column · Grid → Ch 05 Actionable Insight — Sense + BI + MCP + Claude →
Industry Guides

The spine, applied to your world.

Book 02

Application Management

From intake to alumni outcomes

Pitch comps, fellowships, scholarships, accelerators — every applicant scored against your rubric with citation evidence, then tracked through onboarding and beyond.

Open → Book 03

Grant Intelligence

"The Lifecycle"

Foundations & grantmakers. LOI through Year-3 renewal — the Compliance Ceiling, Anchor Deficit, and Commitment Orphan, all on one record.

Open → Book 04

Impact Intelligence

"The Compounding"

Impact funds, ESG, supply-chain DD, LP reporting. The Five Dimensions of Impact and Living Theory of Change — evidence compounds across DD, quarterly, exit.

Open → Book 05

Training Intelligence

"The Cascade"

Workforce programs, accelerators, L&D. Kirkpatrick L1–L4, learner_id continuity from enrollment through 180-day wage gain.

Open → Book 06

Nonprofit Programs

"The Unread 95%"

Multi-program service delivery, partner roll-up. Why 95% of stakeholder voice goes unread, the 80% cleanup tax, and the architecture that fixes both.

Open →
Standalone

Outside the series.

STAND
ALONE

The M&E Spaghetti Stack

How Sopact Sense replaces the 7-tool M&E stack — Field Collection, Activity Tracking, QDA, Visualization, Integrated MEL — with one AI-native architecture. Worked example: 1,247 responses themed in 4 minutes across 4 languages.

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