Manciti AI
Private AI assistants that run on infrastructure you control.
For organizations that need control over where their records and AI processing live. We deploy the model, retrieval, business logic and audit services on infrastructure you control, connect them to approved systems, and automate repetitive work.
Consulting and implementation — we assess, pilot, deploy on your infrastructure, and support it.
Discover → Pilot → Deploy & support
The organizations that already trust us with their physical security
Ministry of Finance · Linfox Logistics · OVO · PT. Chubb General Insurance
Authorized Matrix Comsec reseller · Jakarta
Security references — these organizations are Matrix Security clients, not AI clients.
Why Manciti
We already protect your most sensitive systems.
Manciti installs and maintains the access control and cameras that guard your building — who enters which room, and everything those cameras record.
That is already among the most sensitive infrastructure an organization has. The same standard of care and the same accountability now apply to your data.
See our security workWhat we build
Three offerings, each tied to a measurable business outcome.
Private AI Assistants
AI agents connected to your ERP and document stores, available through a fully isolated internal interface or approved collaboration tools such as Microsoft Teams.
- Automates reconciliation, document processing, lookups and reporting
- Answers internal questions from your own records and documents
- Human approval required for any action that changes records
- Full audit logging of every request and action
AI Strategy & Advisory
We assess where AI actually creates value in your operations and build a pragmatic, prioritized roadmap — before anything is built.
- Process and data assessment across your operations
- A prioritized roadmap, sequenced by value and effort
- Honest advice on where AI is not the right tool
- Scoping for the pilot that follows
Process Automation
Automate repetitive, high-volume work with AI-driven workflows that cut cost and error.
- Document processing and data entry
- Approval routing and exception handling
- Recurring reporting, assembled automatically
- Integrates with the systems you already run
We also do
Data & Predictive Analytics
Unify your business data into clear dashboards and forecasts — demand, attendance, footfall, maintenance.
Custom AI Solutions
Bespoke machine-learning and LLM applications built and integrated for your specific problem.
Data sovereignty
Your data stays yours.
The AI core runs on infrastructure you control. Source records, the retrieval index and audit services stay in your environment; any collaboration interface follows that provider's data-handling policies.
Runs on infrastructure you control
The model, retrieval index, workflow service and audit logs are deployed in your approved environment.
Interface options
Choose a fully isolated internal interface, or integrate with Teams under your Microsoft 365 tenant's residency, retention and DLP policies.
Access control per team
Each team sees only what it is entitled to, with every request and action written to an audit log.
Predictable model economics
An open-source AI core avoids per-seat or per-query model fees. Infrastructure, implementation, support and third-party licenses are scoped separately.
Stays on your servers
- The AI model itself
- Approved source records
- The retrieval index
- Workflow and audit services
Not sent to an external AI model
- No external AI provider calls
- No third-party model training on your data
- No external model retention of your prompts
- Your own content remains portable
Built for your sector
The same private-AI foundation, applied to the work your industry actually does.
How we engage
A low-risk path from idea to production.
Discover
We map your processes and data to find where AI creates real, measurable value.
Pilot
A focused proof-of-concept on one high-value use case — proof before scale.
Deploy & support
Production rollout on your infrastructure, team training, and ongoing local support.
Have a problem AI could solve?
Tell us about it — Manciti will tell you honestly whether AI is the right tool, and how we'd approach it.