TASMU Platform
Login
  1. Home
  2. Cognitive AI
  3. Toolkit
TASMU 2.0 Offering

Cognitive AI Toolkit

A sovereign, end-to-end suite that accelerates responsible AI across Qatar's public and private sectors — from marketplace discovery through production ML Ops.

Onboard a model Manage deployments
Publish · Discover · Monetize
AI Marketplace

A collaborative catalogue of pre-approved AI models, intelligent agents and prompt templates, under Qatar's sovereign data regime.

  • Model catalogue
  • Validation & certification
  • Licensing management
  • Usage analytics
Open
Build · Fine-tune · Experiment
AI Toolkit & Sandbox

Cloud and edge development environments with low/no-code IDEs, AutoML, custom training, synthetic data and experiment tracking.

  • Low-code IDEs
  • AutoML
  • Explainability & bias
  • Version control
Open
Deploy · Monitor · Retrain
ML Ops as a Service

Managed CI/CD, containerised serving, drift detection, automated retraining and compliance reporting — cloud and edge.

  • CI/CD pipelines
  • Drift detection
  • Automated retraining
  • Audit & compliance
Open
Architecture

Four-layer sovereign blueprint

The Toolkit deploys on top of the TASMU integration layer, leveraging approved hyperscalers (GCP, Azure, OCI) and existing Entra ID / Azure Policy control planes.

Layer 4
Cognitive AI Services

Marketplace, Sandbox and ML Ops sub-offerings

Layer 3
Orchestration Layer

Cross-cloud routing, identity federation, networking

Layer 2
Hyperscaler AI/ML

GCP, Azure, OCI managed AI services

Layer 1
Management & Control

Entra ID, policy, SIEM, ITSM, FinOps

Journey

From prototype to production

01
Discover

Search the Marketplace for approved models & agents.

02
Prototype

Build inside the sovereign Sandbox with AutoML & IDEs.

03
Validate

Run explainability, bias and compliance validation.

04
Deploy

Promote through ML Ops CI/CD to cloud or edge.

05
Operate

Monitor drift, retrain and roll back with confidence.