10decodersHealthcare AI in production — digital workers, not demos
We do not hand you a model and wish you luck. We deliver AI as operated digital workers that do real work on your data — reading documents, triaging prior auth, summarizing charts — with human-in-the-loop review, guardrails, and audit trails.
Where healthcare ai implementation usually goes wrong
Pilots that never ship
A promising demo that never survives contact with production data and workflow.
Black-box risk
AI output no clinician trusts because there is no source, no review, no audit.
Point tools everywhere
Disconnected AI features that do not fit the workflow staff actually use.
Where we deploy healthcare AI
Use cases we have taken to production, built on our DocuFindr document-intelligence foundation.
Clinical document intelligence
Extract structured data from faxes, PDFs, and scans — powered by our DocuFindr platform.
Prior authorization triage
Route, pre-fill, and prioritize prior-auth requests to cut turnaround and denials.
Clinical summarization
Chart and encounter summaries with citations back to the source note for clinician trust.
Coding & documentation support
Suggest codes and surface documentation gaps for coder and CDI review.
Human-in-the-loop review
Confidence thresholds and review queues so a person confirms anything that matters.
Governance & audit
Prompt/version logging, PHI handling, and audit trails aligned to your compliance program.
Map, build, prove, operate
Frame
Pick a use case with clear ROI and a measurable baseline; define the human-review model.
Build
Assemble the digital worker on your data with guardrails, evaluation, and review queues.
Prove
Shadow-run against the baseline; measure accuracy, throughput, and reviewer effort.
Operate
Deploy into the workflow and run it — monitoring drift, quality, and cost under SLA.
A model is not a solution. An operated digital worker that does the task is.
The platform-only model
- You get a model and a notebook
- No human-review or guardrail design
- Evaluation and monitoring are your problem
- The pilot stalls before production
The 10decoders model
- You get a working, operated digital worker
- Human-in-the-loop review designed in
- We monitor accuracy, drift, and cost under SLA
- We ship to production and keep it running
