All case studies
Care & Healthcare

Nurse Connect

A care-coordination platform that automates shift filling, compliance and family updates.

Engagement
10 weeks build · 4 weeks pilot · live
Team
MKLabs squad of 4 · 2 clinical stakeholders
Nurse Connect product hero
Shift fill rate
69% → 96%

Within 12 weeks of go-live across 4 regions.

Coordinator time saved
18 hrs / week

Per coordinator, redirected to clinical oversight.

Agency spend
−43%

Reduction in premium agency cover within one quarter.

Family complaints
−62%

Driven primarily by proactive visit updates.

01

The client problem

02

Our solution

Built a shift-matching engine that ranks available carers by qualifications, location, continuity-of-care and historical reliability — then auto-offers shifts via SMS with one-tap accept.

Centralised compliance into a live register with automated 30/14/7-day expiry chasing, blocking non-compliant carers from being offered shifts.

Launched a family portal and WhatsApp updates triggered automatically at visit start, end and on incident notes.

03

Features delivered

Smart shift offering

Multi-factor ranking algorithm offers shifts to the best-fit carer first, not a mass blast.

One-tap SMS accept

Carers accept or decline via SMS, no app install required — accept rate 4× higher than email.

Live compliance register

Automatic blocks on expired DBS, training or vaccinations with audit trail for CQC inspections.

Care plan AI summaries

Generates plain-English shift summaries from carer notes for family and clinical leads.

Family WhatsApp updates

Trigger-based updates with opt-in privacy controls per service user.

Coordinator command centre

Single screen showing unfilled shifts, at-risk visits and compliance flags in priority order.

04

Technology stack

Backend
Supabase (Postgres, RLS, Realtime)Edge Functions
AI
OpenAI GPT-4oGemini 2.5 Flash for summarisation
Frontend
ReactTanStack StartTailwindshadcn/ui
Comms
Twilio SMSWhatsApp Business APISendGrid
Compliance
DBS Update ServiceSkills for Care
05

Inside the product

Coordinator dashboard — shifts, nurse spotlight, engagement and quick actions.
Coordinator dashboard — shifts, nurse spotlight, engagement and quick actions.
"We've turned coordination from firefighting into proactive planning. The compliance piece alone would have justified the project — but the shift fill numbers transformed the P&L."
Operations Director
Domiciliary care provider · 240 carers
Nurse Connect
Nurse Connect

Automated WhatsApp outreach and compliance tracking for healthcare recruitment agencies.

View the product →
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