Operational Memory for Inbox + Knowledge
Email threads into operational intelligence. Documents into cited answers. FORGE Memory turns unstructured communication and knowledge into structured, auditable outputs.
Two Modules, One Platform
Both modules share the same citation engine. Every answer includes verifiable source references with full provenance chain from query to source document or email message.
From Ingest to Report
Ingests
Parses, chunks, and embeds email threads and document libraries with full metadata preservation.
Reconstructs
Stitches multi-message threads into coherent narratives. Segments documents into searchable chunks.
Retrieves
Runs semantic search across both modules, returning the most relevant passages with source attribution.
Extracts
Surfaces action items, decisions, deadlines, and cited answers from unstructured communication and documents.
Reports
Structured JSON exports (decision logs, action items, thread summaries) ready for downstream systems.
See FORGE Memory in Action
Query synthetic email threads and documents. Upload your own content. Explore citations. No login required.
Launch DemoData Sources
Available Now
- Document Upload (PDF, DOCX, TXT, MD)
- REST API Ingest
Pilot Phase
- ~Gmail (OAuth)
- ~Microsoft 365 / Outlook
Roadmap
- -Slack
- -Google Drive
- -SharePoint
- -Confluence
- -Notion
Who It's For
Client correspondence audit, regulatory filing search, and policy Q&A for legal teams and compliance departments.
- Client correspondence audit trail
- Regulatory filing search
- Policy & procedure Q&A
Proposal history retrieval, client thread reconstruction, and knowledge Q&A for consulting and advisory firms.
- Proposal history & precedent search
- Client thread reconstruction
- Internal knowledge Q&A
Classified document Q&A, mission thread reconstruction, and air-gapped deployment for defense and intelligence.
- Classified document Q&A
- Mission thread reconstruction
- Air-gapped knowledge retrieval
Service Packages
Single-Module Deployment
- Single module (Inbox or Knowledge)
- Up to 100 documents or 50 threads
- 5 user seats
- Citation engine
- Email support
- Weekly sync reports
Full Platform Deployment
- Both modules (Inbox + Knowledge)
- 5,000 documents + 2,000 threads
- 25 user seats
- Analytics dashboard
- Advanced retrieval + re-ranking
- Permission-aware access control
- JSON export + webhook integration
Air-Gapped Enterprise
- Both modules, unlimited scale
- Unlimited documents + threads
- Unlimited seats
- Air-gapped / private cloud
- Custom connectors
- SSO / SAML integration
- Dedicated success manager
- Full audit logging & compliance
Common Questions
What are the two modules?
Inbox provides email thread intelligence: reconstructing multi-message threads, extracting action items, and surfacing decisions. Knowledge provides RAG-powered Q&A over your document library with inline citations.
Can I use just one module?
Yes. The PILOT package includes a single module, either Inbox or Knowledge. You can upgrade to GROWTH to unlock both modules at any time.
What email providers are supported?
Gmail (OAuth) and Microsoft 365 / Outlook are available during the pilot phase. Additional connectors including Slack and Google Drive are on the roadmap.
How are citations generated?
Every answer includes inline citation markers that link to the specific email message or document chunk used. Citations include source ID, excerpt, and metadata so you can verify every claim.
Is my data used to train models?
No. Your documents and email threads are never used for model training. Data stays in your environment with no shared indexes and no cross-tenant access.
Ready to Operationalize Your Communication?
From email threads to structured intelligence. From document libraries to cited answers. FORGE Memory gives your team operational memory.