Agentic UK CQC Single Assessment Framework (SAF) evidence submission pack, Quality Statement narrative, and Provider Information Return (PIR) drafting service for small residential and domiciliary care providers (1–3 locations, 10–50 staff) transitioning to the new SAF regime. Replaces the CQC compliance consultant who charges £1,500–£4,000 to map existing evidence to the new Quality Statements, write the PIR narratives, and prepare the evidence portfolio before an inspection — a process made newly urgent because the SAF replaced the old KLOE framework in 2023 and many small providers are still producing evidence in the wrong format.
Why now
No fresh signals in today's batch; justified by CQC's rollout of the Single Assessment Framework across all provider types through 2024–2025 (confirmed CQC.org.uk) and widespread provider confusion about mapping old KLOE evidence to new Quality Statements — a pain point extensively documented in r/healthIT and care sector forums.
Commercial value
~17,000 registered care homes and ~9,000 domiciliary care providers in England, predominantly small operators. CQC compliance consultants charge £1,500–£4,000 per inspection cycle. Inadequate ratings cost providers their contracts and registrations — existential stakes. At £599/inspection prep pack, even 1,000 customers = £599k; recurring annually per inspection cycle. ACV £599–£1,199.
Go-to-market
Reach care home owners and registered managers via Care England member newsletters, Facebook Groups ('CQC Compliance for Care Homes', 'Domiciliary Care Owners UK'), and direct LinkedIn outreach to Registered Managers. Hook: 'Still writing evidence for the old KLOEs? CQC is now scoring you on Quality Statements — get your SAF pack in 48 hrs for £399.' Price: £399 starter pack, £799 full PIR + inspection prep. First 10 via care sector Facebook groups.
2-week MVP
Registered Manager completes a structured intake questionnaire mapping their existing policies and practices to the 5 CQC Quality Statements most commonly scrutinised (Safe, Effective, Caring, Responsive, Well-led). LLM generates a Quality Statement evidence narrative for each, plus a gap analysis and a pre-populated PIR template. Cut: no ongoing monitoring, no incident log integration, no multi-location handling. Day-1 outcome: Registered Manager has a CQC-structured evidence pack ready to upload to the Provider Portal, replacing a £1,500 consultant engagement.
Agent score
0.66 — Commercial score high: named budget (consultant £1,500–£4k), existential stakes (inadequate rating = contract loss), 26,000+ addressable providers; speed slightly lower because the SAF Quality Statement mapping requires careful prompt engineering and a structured intake — call it 2–3 weeks solo; defensibility above default because accumulated Quality Statement evidence libraries and inspection outcome data create compounding template quality that a new entrant would take months to replicate.
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