System C ambient-AI tool deployed across 15 councils, lifting assessment capacity 40%

TL;DR: Health and social-care vendor System C reports its FormFlow Assistant — an ambient-AI tool that captures assessment conversations and auto-populates the Liquidlogic case-management system — is now live across 15 English local authorities including Sandwell, Suffolk, Leicestershire, Hertfordshire, Bolton, Trafford, Sefton, Wirral, Lewisham, Thurrock, Kirklees, North East Lincolnshire and Cheshire East. Customer trial data from March 2026 shows a 68% efficiency gain in the documentation stage, a 40% uplift on the end-to-end assessment process, and write-ups 50-75% faster.

A rare set of NHS-adjacent metrics

Concrete deployment outcomes in adult social care are scarce; this is an unusually clean reading. The pattern matches the UHSussex Netcall deployment reported last week — patient-facing administrative work where the model relieves practitioner load rather than replacing clinical judgement. Sandwell’s adult-social-care director Rashpal Bishop told System C the time saved is producing “better conversations with residents”, and the vendor is reporting wider workforce gains: reduced sickness absence and improved retention, the perennial pinch points in adult social-care recruitment.

The deployment also extends a pattern that began with Buckinghamshire Healthcare NHS Trust signing in August 2025 to use System C’s ambient-voice tech inside CareFlow EPR for outpatient services. The same underlying ambient-capture model is now bridging two different parts of the public-services stack — NHS outpatient and council adult-social-care assessment — through different products on a shared technical thesis: capture, draft, route to a human for sign-off.

Looking forward

For NHS digital teams and council DDaTs evaluating similar tools, the questions are familiar: what audit trail is kept of practitioner edits, what fallback runs when transcription is wrong, and how the model behaves on accents, multi-language households and clients with communication-support needs. System C’s roll-out is the kind of multi-council reference base that makes the next round of council procurement decisions easier to defend at scrutiny, particularly where the case for AI rests on capacity uplift in a sector where headcount is structurally constrained.