Trusted
Sign Up

building the rails for agentic healthcare staffing

We build products that power real-time, AI-driven decisions & automations across the entire staffing and scheduling lifecycle.

Agents at Work

Marketplace and Works agents are continuously reviewing credentials, analyzing interactions, matching hours, scheduling shifts, and completing other staffing operations.

What we build

Trusted Health Jobs Marketplace for Clinicians trustedhealth.com

Trusted's Marketplace is the easiest way for clinicians to connect with flexible job opportunities, matching nursing & allied professionals to contract jobs across all 50 states while managing the entire employee lifecycle through our mobile-first, self-serve platform.
works.ai ready for review
  1. forecast 4 East · wk 34 → 1,284 hrs needed (+6% vs LY)
  2. auto acuity model applied · confidence 0.91
  3. schedule 31 core RNs assigned · skill mix balanced
  4. auto 6 preference conflicts resolved automatically
  5. gap structural gap · 148 hrs unstaffed
  6. auto contingent need sized → 3 travelers, 13 wks
  7. source Works VMS · 42 candidates, 9 above match bar
  8. auto rate benchmarked $2,610/wk · 4% under market
  9. publish schedule published · 96% covered
  10. auto four open shifts routed to float pool
  11. fill 11 open shifts · float pool first
  12. auto incentive tuned per shift · 9 of 11 filled
  13. day-of 2 West over-staffed · 4 South short 1 RN
  14. learn actuals written back → wk 35 forecast updated
Trusted Works Staffing and Scheduling Optimization for Health Systems works.ai

Trusted Works is the leading staffing & scheduling optimization platform for hospitals & health systems, forecasting demand, balancing schedules, and automating matching & recruitment to fill every open shift in the most efficient manner.

IP & Open Source

Patent
Systems and Methods for Dynamic Capacity and Workload Lifecycle Management US 64/044,809 · Patent Pending
Patent
Systems and Methods for Optimizing Search Result Generation US-11036798-B1
Open source
iron_trail

IronTrail is a CDC (Change Data Capture) solution which keeps track of data changes in the database. It is similar to paper_trail in many aspects, but it tracks changes at the database level using a PL/pgSQL function and triggers. Using database triggers has the benefit of not depending on ActiveRecord callbacks, which can be skipped and could often result in missed change captures.

Open source
sidekiq-silent-retry

sidekiq-silent-retry is a middleware for Sidekiq that allows for silent retries of jobs. It intercepts exceptions raised during job execution and re-raises them under a different exception class, so tracing services can ignore them. Only the last exception is raised with the original exception.

Perspective The Agent-Ready Manifesto

Over the next three years, the winners will not just have better models. They will have better operating systems.

 Dev Speed matters: from job posting to submitted candidate in 10 minutes

Three different clocks run in the submission pipeline. They tell three different stories about speed.

 Dev Auto-curation: agents that fill out forms

How we put a multi-turn AI agent into production without letting it touch the database. Ninety-two percent of incoming jobs now go live without a human in the loop.

More writing

All 23 posts