AI by Industry
AI for Healthcare
Ship healthcare AI features with privacy-first design, safer grounding, and predictable operational controls.
Industry Problems
Where teams get stuck
Common bottlenecks we see before AI workflows are implemented.
Manual intake and forms
Patient intake, claims, and form processing create bottlenecks and errors when handled manually.
Knowledge fragmentation
SOPs and internal docs are hard to search, causing inconsistent answers and rework.
High compliance needs
Workflows must be audit-friendly with clear access controls and privacy-safe logging.
Operational overload
Scheduling, triage, and support workflows create repeated tasks that can be safely automated.
AI Solutions
What we build
Implementation-ready modules designed for reliability, safety, and real operations.
Document extraction + validation
Schema-based extraction with validation and review hooks for safer, audit-friendly outputs.
Internal knowledge assistant
RAG assistant grounded in internal SOPs to reduce inconsistency and speed up staff responses.
Workflow automation with approvals
Event-driven workflows with approval gates, retries, and clear failure visibility.
Guardrails and monitoring
Safer responses, evaluation baselines, and monitoring so quality stays stable over time.
Stack
Suggested implementation stack
A practical stack we can adapt to your constraints and existing systems.
Automations
Example automations
A few workflows that usually deliver ROI quickly.
Extract fields from forms and route to review queues
Staff assistant grounded in internal SOPs and policies
Scheduling triage with safe escalation rules
Ops automation with approvals and audit trails
Monitoring and eval-driven quality improvements
Start Small
Start small in 7 days
Three pilot-friendly options that reduce risk and ship value fast. Choose one, share access, and we deliver a production-ready baseline.
Standard
AI delivery standard
Quality and safety practices we ship with AI builds so the system stays measurable, maintainable, and production-ready.
Logging + tracing
Conversation and tool traces with request IDs, error visibility, and debug-friendly runbooks.
Guardrails + safety
Tool allowlists, PII-safe patterns, refusal behavior, and escalation routes for edge cases.
Evals + regression tests
Golden queries, scorecards, and regression checks so quality improves over time instead of drifting.
Cost + latency controls
Caching, prompt discipline, retrieval tuning, and routing so your app stays fast and predictable at scale.
Documentation + handoff
Architecture notes, environment setup, and next-step roadmap so your team can iterate safely after launch.
Security-first integration
Secrets isolation, role-based access, audit-friendly actions, and minimal data retention by design.
Relevant Gigs
Start with a fixed-scope gig
Pick a gig to launch a pilot quickly with clear deliverables and timeline.
Compare
Decision guides
Quick comparisons to help you choose the right approach before building.
Related Services
Explore deeper implementations
When you need more depth than a pilot, these services cover full delivery.
FAQ
Frequently asked questions
Can you work with strict privacy and compliance constraints?
Yes. We design with minimal data retention, access controls, and audit-friendly logs. Exact compliance requirements depend on your policies and stack.
Do you support OCR for scanned documents?
Yes. OCR/vision can be scoped based on document quality, languages, and accuracy requirements.
Can we add approvals before automation actions execute?
Yes. We can include human-in-the-loop approvals for higher-risk workflows and keep an audit trail.
Do you include evaluation and monitoring?
Yes. We recommend eval baselines and monitoring hooks so you can measure quality and catch regressions.
Want an AI pilot for your workflow?
Start with a fixed-scope gig or request a tailored implementation plan for your systems.