ICS.AI unveils public sector AI model, promises guaranteed savings

ICS.AI has launched what it describes as the UK public sector's first AI operating model with guaranteed savings, as local authorities report difficulty moving from pilot projects to wider deployment.

The company said its SMART: AI Transformation Programmeme combines a unified platform with a commercial model tied to measurable savings. It said the programme covers resident-facing services, staff tools, and back-office automation.

ICS.AI also highlighted work with Derby City Council. The council said it has identified £12 million in savings through its partnership with the supplier. ICS.AI said the deployment has handled 1.4 million phone enquiries. It reported a 56% deflection rate and said customer waiting times have halved.

From pilots

Local authorities across the UK have run trials of generative AI in customer contact, document drafting and internal knowledge search. Many have struggled to take those pilots into live services at scale. Constraints include funding pressures, operational risk, data governance and procurement complexity.

ICS.AI framed its new programme as a response to that pattern. The company positioned the offer as an end-to-end operating model that moves beyond individual proofs of concept.

"The market is littered with failed pilots," said Martin Neale, Chief Executive Officer, ICS.AI. "Leadership teams are stuck in 'AI tourism', running small experiments that never scale. To tackle this, ICS.AI has productised the entire transformation journey. We don't just sell you the software; we embed the AI Target Operating Model (AI TOM) that guarantees you capture the millions in efficiencies sitting on the table. The ROI is provable and guaranteed."

Unified platform

ICS.AI said the programme uses a single platform across three areas. It said this includes a "Front Door" channel that provides 24/7 resident access via phone and web. It also includes "Staff Copilots" for workforce use. The third element is an "Agentic Back Office" layer that runs workflows through autonomous agents.

The company said the platform approach differs from fragmented deployments where separate tools and suppliers cover different functions. It also contrasted its offer with consultancy-led initiatives, which can involve multiple workstreams and systems across different teams.

ICS.AI described itself as the UK's 23rd largest government AI supplier. It said it has processed 11 million resident interactions across customers. It also said it focuses on mid-market public sector organisations.

Derby outcomes

Derby City Council sits at the centre of the company's claims about measurable returns. The council said it has identified £12 million in savings through its partnership with ICS.AI. The supplier attributed part of the impact to contact handling volumes and deflection performance, which can reduce pressure on call centre staff and associated costs.

ICS.AI said the programme has already been deployed at Derby and is underway in other UK councils. The company did not name additional authorities in its announcement.

The metrics it cited focus on call volumes, deflection and waiting times. Councils have sought similar outcomes in areas such as customer contact, revenues and benefits, housing repairs and adult social care. Many authorities have also explored the use of generative AI for internal queries, policy search and staff guidance.

Sovereign focus

ICS.AI positioned its offer as a "sovereign" alternative to large technology providers. The company did not specify where data is hosted or how its approach compares with specific cloud and model providers.

Neale said: "We are proving that Sovereign AI is the only viable and sustainable path for UK public reform. We are taking the risk out of adoption so our partners can focus on the reward," said Neale.

Local authorities have increased scrutiny of how AI systems handle personal data and sensitive case information. Procurement teams have also pushed for clarity on costs, auditability and supplier lock-in, particularly where services depend on third-party foundation models.

ICS.AI said it has published a white paper titled 'Local Government AI Transformation: From Strategy to Value'. The company said it expects councils to use the programme as a blueprint for scaling AI across services.