AI governance and value register

AI 360

Every model known, approved, monitored and paying its way.

AI 360 is GTech’s AI governance and value register. It keeps one governed record of every AI model and agent in the enterprise, from idea to retirement, so AI scales with known risk and visible value. It is the system the AI Center of Excellence runs on, and you keep it after the transfer.

Highlights

  • No AI in production without registration
  • Approval times that match the risk
  • Each model’s value measured against its run cost

01The challenge

AI is spreading faster than anyone can account for it.

Models and agents go live in one department after another, and vendors switch on AI inside tools already in use. Approvals are either too heavy for a simple assistant or too light for a decision about credit, health or eligibility, and nobody tracks what each model costs to run.

When the question comes, “who approved this model, on what data, and what is it worth?”, the answer takes weeks. AI scales safely when every model has a record, an owner, a risk tier and a measured value.

02What it does

One record for every model and agent, from idea to retirement.

  • AI inventory

    Every model, agent and AI-enabled vendor service, with its owner, purpose, data and the decisions it touches. Systems that are not registered are flagged.

  • Risk tiering and approvals

    Automatic tiering against the national AI ethics principles and internal policy: light-touch approval for low stakes, full review for credit, health and eligibility decisions.

  • Agent authority

    Permitted actions, escalation points and logs for each agent. Authority grows only as the agent’s record earns it.

  • Monitoring

    Drift, performance, incidents and human-override rates, with alerts and automatic pause rules.

  • Value and run cost

    Each model’s measured benefit against its compute and license cost, with retirement recommended when value falls.

  • Use-case pipeline

    Ideas from the business and the Innovation Lab scored, approved and tracked through to production.

  • Evidence

    Regulator- and audit-ready evidence through the GRC 360 risk engine, and breaches that open owned actions in ECC 360.

03Why it pays

AI that scales with known risk and visible value.

  • Nothing unregistered

    No AI reaches production without registration, and unregistered systems are flagged.

  • Approvals in proportion

    Approval times match the risk: simple use moves quickly, high-stakes decisions get full review.

  • An instant answer

    Who approved each model, on what data, and what it is worth, answered from the record.

  • Pilots that pay

    Value is measured against run cost, so pilots that do not pay are stopped early.

04Where it fits

The service, and the product inside it.

The service, and the product inside it.
AI Center of ExcellenceAI 360
What it is A consulting service of our Artificial Intelligence practice: people, operating model, platform and use-case delivery. The governance and value register the center runs on.
How it is delivered Built, operated and transferred with your team. Kept by you after the transfer, or bought on its own when you already have an AI unit but no governed register.
Who runs it The center’s leadership, with your team taking over. The AI Center of Excellence runs it, model owners use it, and the Chief Data or AI Officer and the risk committee oversee.

Building and hosting models stays on your platforms, and the underlying data is governed in Data Governance 360.

05What it measures

Measured in AI you can account for.

  • Inventory coverage
  • Approval cycle time
  • Incidents
  • Value per model
  • Models retired

06How it starts

Assessed and designed with you, then built, operated and transferred.

  1. Discover

    Find the models, agents and AI-enabled services already in use, with their owners and their data.

  2. Govern

    Agree the risk tiers, approval paths and agent authority with leadership, legal and risk.

  3. Operate

    Register the inventory on AI 360 and run approvals, monitoring and value reviews.

  4. Transfer

    Your team shadows ours, co-operates with us, then runs the register on its own.

07Editions

Three editions on one register.

Each edition carries the controls and the vocabulary of the sector it serves.

  • Government

    For ministries, authorities and agencies, aligned with the national AI ethics principles and data rules.

  • Financial services

    For banks and insurers, with model risk management and explainability for credit decisions.

  • Healthcare

    For hospitals and health groups, with clinical safety and patient privacy in the risk tiers.

Know every model, and what it is worth.

A working session maps the AI already in use in your organization, and shows how AI 360 would register, govern and value it.