SF Source Folio
Currently in active development · Private alpha infrastructure is live
API-first knowledge operations for technical teams

Governed knowledge built from evidence, not guesswork.

Source Folio turns documentation, codebases, operational records, and source evidence into a governed system of knowledge. Capture claims, decisions, procedures, ownership, and history in one place — with AI helping propose updates instead of silently inventing them.

Join the waitlist See the platform approach
Evidence over eloquence Every generated insight should point back to source material, code, or recorded operations.
Models propose AI helps extract, classify, summarize, and draft changes. Humans govern what becomes true.
Built for technical reality Repository analysis, governed docs, and API-first workflows are first-class parts of the product.
Proposed knowledge update Needs review
Repository analysis linked Evidence attached
Decision history preserved Versioned

What the product can grow into

The current product is in active development, but the direction is clear: governed knowledge, evidence-backed change proposals, repository-aware documentation, and APIs that make the whole system usable by both people and software.

Knowledge review workspace Mock concept
Claim update Needs approval

Proposed changes

  • Rollback instructions updated after the latest deployment incident
  • Primary owner changed from Release Engineering to Platform Operations
  • Legacy rollback procedure marked as superseded

Evidence links

  • Repository commit introducing the new deployment flow
  • Incident ticket documenting the rollback failure
  • Internal release-control policy for production changes
Repository intelligence view Mock concept
Deterministic analysis Docs generation

Detected structures

  • HTTP routes and the controllers behind them
  • Database migrations that change tenant-facing schema
  • Background jobs and scheduler entrypoints

Generated assets

  • How-to guides for common operational tasks
  • Technical specs based on actual code and config evidence
  • Architecture maps that explain service boundaries
Proposal workflow board Mock concept
Review pipeline Human governed

Drafted

Deployment rollback procedure updated from repository diff plus incident evidence.
Decision record drafted from postmortem notes and release review artifacts.

Review

Contradiction detected between the published runbook and the current deployment script.
Operational owner verification requested before publishing claim changes.

Ready

Approved technical specification queued for publish after final reviewer sign-off.
Knowledge health dashboard Mock concept
Operational insight Mock concept
24 Governed artifacts overdue for scheduled review
7 Knowledge conflicts currently waiting on resolution
93% Evidence coverage across published governed records

Stale areas

  • Production deployment runbooks
  • On-call escalation procedures

Most active sources

  • GitHub repositories with recent infrastructure changes
  • Operations decision logs and review notes

Suggested actions

  • Assign missing owners to high-risk procedures
  • Review procedures marked as superseded but still referenced
Evidence-linked record view Mock concept
Governed artifact Traceable history

Record summary

  • Procedure: Production deployment rollback workflow
  • Owner: Platform Operations
  • Status: Published with reviewed changes
  • Next review date: August 2026

Linked evidence

  • Runbook revision with line-level history
  • Repository commit hash tied to deployment changes
  • Incident review notes from the rollback failure
  • Approval decision and reviewer comments

A knowledge platform for teams that need traceability, ownership, and change control.

Source Folio is designed for organizations that need more than a wiki and less hallucination than a generic chat layer. It gives teams a place to govern documents, claims, decisions, procedures, evidence, and change proposals through one consistent system.

Governed knowledge objects

Model documents, claims, procedures, decisions, relationships, owners, reviews, and version history instead of storing everything as unstructured pages.

Evidence-linked updates

Keep source material attached to proposed changes so reviewers can validate what was inferred, what was extracted deterministically, and what still needs judgment.

Codebase-aware documentation

Treat repositories as first-class knowledge sources. Analyze structure, routes, migrations, symbols, and dependencies before summarization.

API-first from day one

Build your first-party product and customer API together so governed knowledge is available to internal tooling, external clients, and future automations.

Multi-tenant by design

Support tenant-safe data isolation, schema-level boundaries, scoped administration, and auditable support workflows from the start.

AI that proposes, not publishes

Use AI to extract, compare, classify, and draft — while keeping consequential truth under deterministic policy and human control.

How Source Folio works

Start with evidence capture and deterministic analysis. Layer AI on top only where it helps accelerate extraction, proposal generation, and knowledge maintenance.

1

Ingest source systems

Pull from documentation, repositories, tickets, and connected systems while preserving raw evidence.

2

Normalize and structure

Convert raw source material into versioned entities, claims, procedures, decisions, and ownership records.

3

Generate proposals

Use AI to identify changes, conflicts, stale knowledge, and candidate updates with supporting evidence links.

4

Review and publish

Let humans approve, reject, revise, and publish governed knowledge through auditable workflows.

Built for technical organizations that live with changing systems.

Source Folio fits teams that need dependable internal truth across software, operations, support, and governed procedures.

Engineering and platform teams

Keep system behavior, architecture decisions, and repository-derived documentation aligned as code changes.

Operations and enablement

Capture procedures, ownership, exception handling, and review cycles in a system designed for controlled updates.

Support and internal tooling

Expose trusted knowledge through APIs and internal interfaces instead of duplicating truth across disconnected systems.

Join the waitlist while the platform is being built.

Source Folio is in active development. If you want early visibility, a walkthrough, or a chance to shape the product direction, join the waitlist and tell us how you would use it.

Private alpha, active development

The infrastructure baseline is live and the product foundation is being assembled now. The waitlist is the best way to stay close to progress while the public-facing product matures.

Get notified about milestones We can reach out as the marketing site, API foundation, and product workflows become usable.
Share your use case Tell us whether you care most about governed docs, repository intelligence, evidence linking, or review workflows.
Help shape the roadmap Early input is more useful now than after the product surface hardens.

Request early access

Leave your details and we will keep you posted as development progresses.

This is an early-interest list for a product under active development, not a finished self-serve launch.

An Abacus Technologies LLC product.