Connect Your Business Systems to AI Securely and Within Governed Scopes
Architecture, Access Governance, and Data Security
Thara uses the Model Context Protocol (MCP) to provide a read-only governance and integration bridge between your business data and AI assistants. Supports direct database, mirror DB, and batch sync without modifying legacy software.
How the pieces fit together
Three layers, none of which replace what you already run.
Your existing systems
ERP, accounting, POS, PMS, HR, procurement, inventory, or anything custom-built — unchanged, running exactly as they do today. No upgrades, no downtime, no retraining your staff. If it has a database, an API, or can export a file — we can connect it.
Thara's read-only MCP layer
Per-system generated tools, role-based access control, and a full audit log — nothing writes back to your source systems. Think of it as a one-way mirror: AI sees only what's permitted, with no path to write anything back.
Your AI assistant
Claude, ChatGPT, Gemini, or a self-hosted model — bring your own, switch anytime, no lock-in.
Project Implementation Milestones
A structured, milestone-based implementation delivered against verified system readiness.
Discovery & Exploration
Explore systems, map data structures, and execute an NDA before sharing confidential project details.
Connect & Mapping
Build read-only MCP connectors and map data fields via Direct DB, Mirror DB, or Batch sync pipelines.
Security & Governance
Apply Role-Based Access Control (RBAC), configure endpoint-level PII masking, and enable audit logging.
UAT & Golden Handover
Jointly validate data accuracy with your team, complete handover docs, and enter the Golden Period.
Safety & Governance
Read-Only Guarantee
No MCP tool Thara generates can ever write, update, or delete data in a source system.
Role-Based Access Control
Every tool is gated by role — staff, managers, and owners see only the tools their role permits.
Security Audit Trail
Tool-call records support security and accountability. Customer-visible detail, audit exports and retention depend on the agreed plan — not unrestricted recording of conversations or raw results.
Per-Tenant Isolation
Each business's data stays in its own isolated tenant — no cross-business mixing, ever.
PII Protection (PDPA-Aligned)
Fields that qualify as personal data — phone numbers, emails, ID numbers — or any sensitive operational fields specified by the customer can be configured for automated masking or tokenization before they ever reach the AI. PDPA alignment is built into the tool layer itself, customizable per organization, not just written into a policy document.
One console to see and control every user
The management console is already built — not a future roadmap item.
People & Access
Invite, manage, and revoke every user's access to Thara from a single console — no per-system account juggling.
Tool Usage Visibility
See exactly which MCP tools each person called, when, and how often — full accountability, not a black box.
Per-User Tool Control
Turn individual MCP tools on or off for any user instantly — the finest-grained access control available.
Supported Systems
Bring Your Own AI
No vendor lock-in — connect Thara to the AI assistant your team already uses, including a fully local model running on your own hardware, so data never has to leave your infrastructure.