Every resident is different. Their risk assessments shouldn't all read the same.
Falls, nutrition, skin integrity, moving and handling, medication, fire safety — a single resident can need a dozen risk assessments, and every one needs to be proportionate, evidence-based, and specific to that person. Your managers know this. They also know that when you're writing your fortieth falls risk assessment of the month, they start to blur. Your agent reads the evidence — assessments, incident reports, medical notes — and drafts risk assessments that are genuinely individual.
What Your Agent Actually Does
Your risk assessment agent generates proportionate, evidence-based assessments from existing documentation — specific to each resident, not copy-pasted from the last one.
Generates assessments from existing evidence
Your agent reads admission assessments, medical histories, incident reports, and observation notes, then drafts risk assessments grounded in the actual evidence. No starting from a blank template. No relying on memory from last Tuesday's handover.
Covers all standard risk domains
Falls, pressure care, nutrition and hydration, moving and handling, medication management, fire safety, self-neglect, challenging behaviour — your agent knows the domains and produces assessments in your organisation's format for each one.
Scales risk proportionately
Not every resident is high-risk for everything. Your agent scores and scales each assessment based on the evidence, so your interventions are proportionate — not a blanket "high risk" on everything because it's safer to over-assess than to think carefully.
Links directly to care plan interventions
Risk assessments that exist in isolation are paperwork. Your agent links each identified risk to specific care plan actions, so there's a clear thread from "this person is at risk of X" to "this is what we're doing about it."
Flags when reassessment is due
After a fall, a hospital admission, a medication change, or simply on schedule — your agent tracks when each assessment needs reviewing and what's changed since the last one. No more discovering during an inspection that half your risk assessments are six months out of date.
The real numbers.
| Manager time writing risk assessments (est. 1-2hrs each) | £8,000–£14,000/year |
| Reassessment backlog and catch-up work | £2,000–£5,000/year |
| Inconsistent or generic assessments | CQC rating impact |
| Realistic annual cost | £10,000–£19,000 |
| Agent build (one-off, configured to your templates) | £3,500–£5,500 |
| Monthly running costs (hosting + AI usage) | £150–£300/month |
| Template updates as requirements change | Included in first year |
| Realistic first-year total | £5,300–£9,100 |
The problem with risk assessments isn't that managers don't know how to write them — it's that there are so many to write, and so many to keep current, that quality inevitably drops. The twentieth falls risk assessment of the month gets less attention than the first. The reassessment that's technically due next week gets pushed to next month.
Your agent writes every assessment with the same care and attention to the evidence, whether it's the first of the day or the fiftieth. When the alternative is managers spending hundreds of hours a year on assessments that start to look identical, the maths isn't close.
Good fit / not a fit.
This works brilliantly for:
- Residential and nursing homes with 20+ residents needing regular reassessment
- Providers where risk assessments have been flagged as generic or not person-specific
- Organisations where reassessments routinely fall behind schedule
- Any provider where managers are writing risk assessments on top of their other responsibilities
This probably isn't for you if:
- You have a small service with fewer than 10 residents and manageable assessment volumes
- Your care management system already generates risk assessments that meet your quality standards
- Your assessments are primarily completed through clinical observation rather than documentation review
Handled like the sensitive data it is.
Care records are special category data under UK GDPR, and we treat them that way. Your agent runs on Claude via AWS Bedrock with an EU-only inference profile — meaning prompts and outputs never leave the EU, and are never used to train a model. Protected under Anthropic’s enterprise Business Associate Agreement.
Every run is logged for audit, every output is a draft your registered manager reviews and approves, and your data lives in a tenant isolated from every other customer. We’re working towards NHS Data Security and Protection Toolkit Standards Met and Cyber Essentials Plus, and we’ll hand you a pre-filled DPIA template you can drop into your own records.
Need UK-only data residency? We offer an Azure UK South deployment as an enterprise add-on for customers with stricter procurement requirements. Full security details →
Let's talk.
We'll look at your current risk assessment process — what domains you cover, what format you use, and where the bottleneck is. Usually a 15-minute conversation.
hello@nimblecroft.com