Strategic Ingestion
If strategy is a system of typed entities with explicit relationships, then getting content into the system must preserve that structure. This is not a nice-to-have — it is the entire point.
The moment you chunk a strategy document into flat text segments, you've destroyed what made it strategic. An objective becomes indistinguishable from a risk. A causal chain between signal and decision becomes noise. The hierarchy that gave meaning to every element is gone.
The Problem with Generic Ingestion
Hierarchy Gets Flattened
A strategic objective and its supporting initiative become indistinguishable text chunks. The parent-child relationship that gave them meaning is gone.
Entity Types Get Lost
A risk, an assumption, and a metric all become "paragraphs." The system can no longer reason about them differently — because it doesn't know they are different.
Relationships Disappear
The signal that triggered an insight, the insight that informed a decision, the decision that shaped a strategy — all of these causal chains vanish into flat vector space.
Stratafy's Approach: Schema-Aware Ingestion
Guided Workspace Creation
Plugins coach users through creating strategic architecture — mission, vision, principles, objectives, initiatives. Human-in-the-loop is deliberate. Strategy requires human judgement; the system provides structure, not automation.
Strategic Capture
URLs become strategic digests with identified signals, potential insights, and suggested links to existing strategy entities. Content is not chunked — it is interpreted through the strategic schema.
Two-Track Governance Model
Direct write for trusted users who can modify strategy immediately. Proposal pipeline for changes that need review — pull requests for strategy, where modifications flow through approval before entering the live workspace.
The Evolution Path
Guided Plugins + Strategic Capture
Interactive plugins walk users through strategic architecture creation. URL capture extracts strategic signals and suggests entity links.
Plugin-Assisted Extraction via Proposal Pipeline
AI-powered extraction from documents that creates draft entities — routed through the proposal pipeline for human review before entering the workspace.
Fully Automated Bulk Ingestion with Governance
Bulk document ingestion that automatically identifies entities, maps relationships, and routes everything through appropriate governance channels.
Why This Matters
Hours, Not Weeks
Workspace setup becomes hours, not weeks. Guided plugins provide structure that accelerates without sacrificing quality.
Structure Is Preserved
Strategic structure is preserved from the moment content enters the system. Every entity knows its type, its relationships, and its position in the hierarchy.
Governance Is Built In
Governance is not an afterthought bolted on top. The proposal pipeline ensures every strategic change flows through appropriate review.