Engineered for GCC Data Sovereignty
Your Data.
Your Kingdom.
Zero Egress.
Ask a question in Arabic or English. Taqniya queries your own databases, applies your existing access rules, and returns an answer with every step traced — without your data ever leaving your network.
- 28+
- Data connectors
- 0
- Data egress
- 100%
- On-premise capable
Watch the Agent Think
From question to governed insight in seconds. Every step is traced, verified, and safe to replay.
Built to Run Inside Your Walls
Taqniya deploys into your own cloud account or data centre. The model reasons over your data where it already lives — nothing is copied out, and nothing is sent to a third party.
Question Layer
A plain-language question arrives in Arabic or English. Intent is resolved against your own business glossary, never a generic one.
Governance Layer
Row and column permissions are applied before a single query runs. The agent inherits the asker's access rights — it can never see more than they can.
Reasoning Layer
The agent plans its steps, writes read-only queries, and checks its own results. Every tool call is recorded as a verifiable step.
Data Layer
Your warehouses, databases, lakes and APIs — connected in place, queried read-only, and left exactly as they were.
28+ Data Sources, Day One
Connect your existing data stack out of the box. Securely query everything from relational databases to modern data lakes.
Answers You Can Put in Front of a Regulator
An answer nobody can verify is a liability. Every number Taqniya returns carries the steps that produced it — reviewable, reproducible, and permanently logged.
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Read-only by construction
The agent is issued credentials that cannot write. A destructive query is not blocked by policy — it is impossible to express. -
Permissions inherited, not re-implemented
Taqniya reads the access rules already defined in your warehouse. There is no second permission model to drift out of sync. -
Every step on the record
Question, plan, queries, results and the person who asked — written to an append-only audit trail your team controls. -
Your keys, your boundary
Encryption keys stay in your KMS. Deploy air-gapped if your mandate requires it — the platform runs without outbound internet. -
Never trained on your data
Your queries and results are never used to train any model, ours or anyone else's. This is contractual, not a setting.
Data stays in the jurisdiction you nominate. For GCC institutions under residency mandates, that means the Kingdom — verifiably, and on paper.
Built for the Enterprise
Isolated workspaces, a shared business vocabulary, and a complete record of every decision the agent makes.
Multi-Tenant Architecture
Deploy scalable, isolated workspaces for different departments or clients. Full RBAC and resource isolation built in.
Data Sovereignty
Your data, your credentials, your LLM context — everything stays strictly within your VPC or on-premise boundary.
Unified Semantic Layer
Map complex database schemas to enterprise business vocabulary so the AI never guesses definitions.
Complete Audit Trail
Every SQL statement, tool call, and agent decision is logged, versioned, and perfectly replayable for compliance.
Ready to secure your data?
Request a private demonstration deployed in your environment, connected to your systems, with your governance policies.