We deploy AI in settings where data sensitivity isn't optional - children's services referral management, on-device note taking for frontline social workers, healthcare operations automation. Every system designed for the compliance and security these environments demand.
Triaging incoming referrals with AI assistance
Keeping sensitive notes on-device where required
Coordinating multi-party care handoffs
Maintaining audit-ready action history
Operational Reality
Social care and healthcare professionals spend a disproportionate amount of their time on administrative tasks - triaging referrals, writing up notes, coordinating placements, managing maintenance requests. The irony is acute: the people doing the most important human work are buried in the most tedious process work. And the environments they operate in make deploying technology harder, not easier.
Real Deployment
Built an intelligent referral management system that ingests referrals via email, uses AI to parse, triage, and score each case against available placements
Automated email flows handle intake while AI agents identify the best-fit placement based on needs, availability, and matching criteria
Deployed in a highly sensitive environment with strict data governance and security controls
Reduced manual triage burden on social care teams while improving placement matching accuracy
“Newtuple brought practical experience supporting AI startups across different sectors. They've helped us progress toward product-market fit while we've maintained ownership of our intellectual property. In such a challenging space where so few have real experience taking AI based systems to production, Newtuple has been a reliable partner!”
Care Impact
Reduced manual triage effort while improving matching quality in high-stakes referral workflows.
Care Pathways
AI-powered systems that ingest referrals from email and other channels, automatically parse case details, score urgency, and recommend best-fit placements. Built for children's services and adaptable to any referral-heavy workflow where matching quality directly affects outcomes.
Referral Management & Triage
AI-powered systems that ingest referrals from email and other channels, automatically pa...
On-Device AI Note Taking
Secure, on-device AI that helps social care workers capture and structure notes during h...
Care Coordination & Scheduling
Intelligent scheduling and coordination agents that manage appointments, handoffs betwee...
Deployment Architecture
We've deployed AI in children's services, social care operations, and healthcare settings where data sensitivity is non-negotiable. On-device processing, air-gapped options, complete audit trails, and role-based access are built in from day one.
AWS, Azure, or Google Cloud Platform with automated scaling and redundancy.
Best for: fastest global rollout
Full deployment on private infrastructure with complete data sovereignty.
Best for: regulated workloads
Ships as Docker Compose with optional Helm and Terraform modules.
Best for: custom platform stacks
Built-in Prometheus/Grafana observability with secure LLM proxying.
Best for: production monitoring
“Newtuple brought practical experience supporting AI startups across different sectors. They've helped us progress toward product-market fit while we've maintained ownership of our intellectual property. In such a challenging space where so few have real experience taking AI based systems to production, Newtuple has been a reliable partner!”
Marcus Williamson
Founder, Elyndra
