Semantic Search by Meaning
Staff ask questions naturally and get results based on meaning—not just keywords—across internal content.
AI
Internal Docs • Answers with Sources
Private AI Knowledge Assistants for internal documents.
Famorfe LLC builds secure, organization-ready assistants that answer questions using only your internal documents and policies—always with sources. Fast rollout. Business-grade outcomes.
Answers with sources (audit-ready)
Works on your content only
Secure access for staff teams
Deployable on a single VPS
1) Load documents
2) Build secure index
3) Ask questions
4) Get answers + sources
Core Product
AI Knowledge Assistant for Internal Documents
A private assistant that helps staff find answers across policies, SOPs, PDFs and internal knowledge
in seconds—without exposing data to the public web. Every answer includes sources.
Answers with Sources
Each response includes traceable sources (document + section) to support audits and reduce risk.
Secure Internal Access
Access control and governance built for staff teams—no consumer chatbot behavior.
Commercial (Phase 1)
Pricing range
Initial Setup
$2,000 – $3,000
- • Document ingestion & validation
- • Embeddings & vector indexing
- • Domain configuration (1 department)
- • Guardrails & prompt policies
- • Functional testing & demo validation
Monthly Subscription
$400 – $800 / month
- • One knowledge domain (department)
- • Secure API access
- • Controlled re-indexing
- • Usage monitoring
- • Support & tuning
Contract Terms
Minimum 3 months
- • Month-to-month after initial term
- • Cancel anytime after month 3
- • Additional domains billed separately
Additional knowledge domains:
$400 – $600 / month per department
Additional setup (one-time): $500 – $1,000 per domain
Additional setup (one-time): $500 – $1,000 per domain
Services
Implementation & delivery services
We partner with teams to deploy the AI Knowledge Assistant and integrate it into real workflows.
We also deliver software, testing, database services and cloud-ready operations—without overengineering.
AI Knowledge Assistants (Internal)
Private assistants for staff to search, summarize and answer questions using only internal documents—with sources.
Document Ingestion & Integrations
Structured ingestion from folders, PDFs and systems (e.g., portals) with metadata, filters and access boundaries.
APIs & Deployment
FastAPI delivery, containerization and environment standardization to deploy reliably and iterate safely.
Testing & Quality Assurance
Functional testing, regression suites and basic automation to stabilize releases and protect production systems.
Database Administration
Administration, monitoring and performance tuning to keep your databases healthy and your SLAs under control.
Migrations & Modernization
Structured execution of application and database migrations with risk mitigation and rollback strategies.
Applications
Available apps by Famorfe LLC
Famorfe LLC develops reusable, production-oriented applications for specific domains. As of today, Small Banking is available; additional products are under active development.
Small Banking
Available
Lightweight core banking platform for small organizations and controlled environments.
Soccer Club
Available
Team and match management for soccer clubs: rosters, games, attendance and performance.
RideShare
Coming soon
Coordination of shared rides for teams and communities, with simple, transparent workflows.
Parking Management
Coming soon
Real-time monitoring and control of parking spaces, occupancy, rules and penalties.
Shift Management
Coming soon
Scheduling, shift allocation and workforce coordination for teams and organizations.
Contact
Let’s deploy your internal assistant
If your staff loses time searching across policies, PDFs and internal documents, we can roll out a private Knowledge Assistant that returns answers with sources—quickly and safely.
Send a brief overview and we will respond with a concrete technical plan—no fluff.
- • Internal knowledge assistants with sources
- • Document ingestion (PDF/TXT) + metadata
- • Secure API delivery + deployment
- • Optional integrations to apps and portals
Step 1:
Request a demo + share your document types.
Email
Subject suggestion
“AI Knowledge Assistant – Internal documents (Demo Request)”
What to include
• Document types (PDF, TXT, SOPs, policies)
• Approx. number of documents / size
• Who will use it (IT, Ops, Compliance, Staff)
• Timeline + constraints
• Best contact details
• Approx. number of documents / size
• Who will use it (IT, Ops, Compliance, Staff)
• Timeline + constraints
• Best contact details