Work
AI inside real products, under real constraints
Our strongest work starts with software that already has users, workflows, data and integration boundaries. The broader portfolio shows the application, data and AI depth we bring underneath it.
- 32
- Selected case studies
- 17
- Industries represented
- 18
- Featured AI case studies
- 2018
- Datics started in data science & AI
Practice communications platform
AI communication intelligence inside a live practice platform
AI that acts inside a live healthcare workflow
- Appointments recovered
- 311 across six locations in a documented example
- Recovered revenue
- $100K+ associated with previously missed opportunities in the documented example
What this portfolio proves
The hard part is fitting AI into the product that already works
Across these engagements, the recurring challenge was not getting a model to respond. It was making new capability work through the product's existing workflows, data, integrations, permissions and production boundaries.
Existing product, not a blank slate
We start with the workflows, business logic, integrations and customer commitments already inside the product — and change only what the new capability requires.
Action, not another chatbot
The strongest AI capabilities connect to real APIs, tools, business rules and approval paths so they can remove work inside the workflow.
Production, not just a demo
Tenancy, permissions, auditability, deployment and failure handling are part of the capability from the beginning.
Portfolio
Explore the work by the kind of proof you need
Filter by the primary engineering problem each engagement demonstrates. Every case is structured around the product, constraint, capability, deployment boundary and outcome.
2 case studies · Dental & Veterinary
Practice communications platform
Dental & Veterinary · Practice Communications SaaS
AI communication intelligence inside a live practice platform
AI communication and booking inside an established dental and veterinary practice platform.
Dental clinical documentation AI
Dental & Veterinary · Clinical Documentation AI
AI clinical documentation inside the dentist appointment workflow
Live transcription, patient context and AI-drafted clinical notes with dentist review and approval.
Your customers already expect AI from your product.
Let us make it real without rebuilding what already works.