Skip to content
Airstream AI

An AI consultancy that happens to know revenue cycle cold.

We don't sell AI theater. We build and deploy models and agents into the systems you already run — measured by denials prevented, hours saved, and cash collected.

Predictive models

Denial prediction

A model scores every claim for denial risk before submission — by payer, level of care, and documentation completeness — so your team holds and fixes the claims most likely to bounce.

  • Pre-submission risk scoring
  • Reason-code likelihoods
  • Expected-value prioritization
Workflow automation

RCM automation

We automate the repetitive, rules-based work — eligibility checks, claim status, payment posting, and worklist triage — freeing skilled staff for the judgment calls that actually need a human.

  • Eligibility & VOB bots
  • Auto status & posting
  • Smart worklist routing
Agentic AI

AI agents & document AI

Agents read EOBs, payer letters, and clinical notes, then draft appeals, summarize denials, and surface the next best action — grounded in your data and policies, with a human in the loop.

  • EOB & letter extraction
  • Auto-drafted appeals
  • Human-in-the-loop review
Data & analytics

Data foundation

Before any AI, we build the clean, unified revenue data layer that makes it trustworthy — pulling from your EHR, clearinghouse, and payers into one source of truth.

  • EHR + clearinghouse pipelines
  • Unified revenue warehouse
  • Live BI dashboards
Live model · runs in your browser

Score a claim before a payer ever sees it.

Tune a claim's profile and watch our denial-risk model react in real time — the same logic we wire into your EHR. Then let it draft the appeal.

0 risk
Claim value $3,140
At risk $0

Adjust the claim to see the recommended action.

Top risk factors

    Illustrative model for demonstration. Production models are trained on your historical claims and payer behavior.

    How we deploy

    Responsible AI, inside your four walls.

    Healthcare data demands care. We build on your infrastructure with security, auditability, and a human in the loop at every consequential step.

    HIPAA-aligned

    PHI handled under BAAs, least-privilege access, and full audit trails.

    Human-in-the-loop

    AI drafts and recommends; your staff approve anything that touches a payer or patient.

    Measurable

    Every model ships with a baseline and a dashboard. If it doesn't move a KPI, it doesn't ship.

    Works with your stack

    EHRs: Kipu · Sunwave · AZZLY · NextGenClearinghouses: Availity · Waystar · Office AllyCloud: AWS · Azure · GCPAI: LLM agents · ML scoring · OCR/Document AI

    Find your highest-ROI AI use case in two weeks.

    We'll assess your data, map where AI moves the needle, and return a prioritized plan with projected impact — before you commit to a build.