Engineered for GCC Data Sovereignty
Taqniya runs on the model you choose, enforces the access rules you already have, and reasons over data that never leaves your network. It replaces the first 60–80% of the repetitive, exploratory, read-only analysis work between a business question and an analyst-ready answer — in Arabic or English, with every step traced.
From question to governed insight in seconds. Every step is traced, verified, and safe to replay.
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.
A plain-language question arrives in Arabic or English. Intent is resolved against your own business glossary, never a generic one.
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.
The agent plans its steps, writes read-only queries, and checks its own results. Every tool call is recorded as a verifiable step.
Your warehouses, databases, lakes and APIs — connected in place, queried read-only, and left exactly as they were.
Whether you lead technology, data, risk, or operations, Taqniya helps authorized teams turn questions into governed answers — in Arabic or English, inside your environment, and with every step traceable.
Bring governed AI data access into the organization without creating another cloud data boundary. Deploy Taqniya in your VPC, on-premise, or air-gapped environment while retaining control of your data, encryption keys, and model choices.
Best for: Technology leaders responsible for secure AI adoption, enterprise integration, and scalable deployment.
Give authorized teams a faster path from business questions to trusted insight. Taqniya maps questions to your business vocabulary, queries data where it lives, and shows how each answer was produced.
Best for: Data and analytics leaders who need self-service insight without losing semantic control or governance.
Give stakeholders answers that can stand up to review. Taqniya applies existing row- and column-level access before a query runs and records the question, plan, queries, and results in a controlled audit trail.
Best for: Teams accountable for data residency, auditability, access governance, and regulatory assurance.
Ask practical business questions in Arabic or English and receive verified results from the data you are already permitted to access. Move from waiting on reports to making faster, traceable decisions.
Best for: Business and operational leaders who need reliable answers without bypassing data controls.
Connect your existing data stack out of the box. Securely query everything from relational databases to modern data lakes.
An answer nobody can verify is a liability. Every number Taqniya returns carries the steps that produced it — reviewable, reproducible, and permanently logged.
Data stays in the jurisdiction you nominate. For GCC institutions under residency mandates, that means the Kingdom — verifiably, and on paper.
Isolated workspaces, a shared business vocabulary, and a complete record of every decision the agent makes.
Deploy scalable, isolated workspaces for different departments or clients. Full RBAC and resource isolation built in.
Your data, your credentials, your LLM context — everything stays strictly within your VPC or on-premise boundary.
Map complex database schemas to enterprise business vocabulary so the AI never guesses definitions.
Every SQL statement, tool call, and agent decision is logged, versioned, and perfectly replayable for compliance.
Request a private demonstration deployed in your environment, connected to your systems, with your governance policies.