AI governance, portfolio and value management
A governance system for the full AI lifecycle.
Swell AI connects strategy, use cases, suppliers, assessment, controls, approvals, incidents, change, cost, value and reporting in one management system.
From AI idea to governed operation.
The goal is not another register. The goal is a repeatable governance cycle that stays connected to the business.
AI strategy & roadmaps
Connect organisational priorities to AI initiatives so governance does not sit separately from the reasons the organisation is investing in AI.
AI portfolio
Maintain a current view of use cases, products, owners, lifecycle, affected people, data, suppliers and expected business value.
Supplier assurance
Record what suppliers have disclosed, what evidence exists and where information is missing — without confusing supplier transparency with approval for your specific use case.
Guided assessment
Ask proportionate questions about people, data, autonomy, outputs, supplier dependency and business impact, then surface the areas that require specialist review.
Risk, controls & actions
Translate identified risks into controls, actions, owners, due dates and evidence so the response is operational rather than descriptive.
Approvals & conditions
Keep decisions, unresolved items, evidence and approval conditions together and make it clear who approved what and under which conditions.
Incidents & material change
Bring the governance record back into review when the model, supplier, data, purpose, autonomy or real-world outcome changes.
Cost, value & reporting
Connect the governance view with budget, expected value and executive reporting so leaders can see both the risk and the reason for the investment.
Management assurance
A current view, not a point-in-time compliance exercise.
Swell is designed around ownership, change and review. The record evolves with the use case instead of being completed once and forgotten.
Core design principle
Explainable by design.
Swell uses deterministic rules for core governance triage so an organisation can understand why a risk, control or approval requirement was raised.
Rules support consistent governance. They do not replace legal, privacy, security or professional judgement.
Supplier transparency, evidence coverage, product risk and the risk of a particular organisational use remain separate concepts.
See Swell AI