Expert routing engine
Automatically routes AI drafts to vetted domain experts based on specialty, credentials, and SLA.
- Healthcare, legal, insurance, IT & more
- Configurable queues and priorities
- Credential and license tracking
Human-validated AI for high-stakes work
AI generates.
Experts validate.
You trust the result.
The Gap sits between your favorite AI tools and real-world domain experts, turning raw AI drafts into audit-ready, compliant documentation.
Trusted by teams in healthcare, insurance, legal & IT.
AI draft
⟶
Expert review
⟶
Validated result
AI Output
“Patient underwent knee arthroscopy, findings suggest possible…”
Expert-Validated
Standardized, coded, and clarified note with corrected terminology and compliance-ready language.
Features
Everything you need to bridge AI and human expertise.
The Gap wraps your AI tools with routing, validation, and governance so your teams can move fast without losing control.
Human-in-the-loop validation
Experts correct, clarify, and annotate AI output so your staff can trust what they sign, file, or submit.
- Inline edits and structured summaries
- Risky language flagged automatically
- Consistency with your internal standards
Audit-ready trails
Every change is logged — who edited what, when, and why — for regulators and internal review.
- Full history of drafts & validations
- Exportable logs for audits
- Role-based access controls
Drop-in integrations
Use The Gap on top of the AI you already love. No need to rip and replace existing tools.
- EHRs, claim systems, DMS, ticketing
- API, SSO, and webhook support
- Bring-your-own-model or hosted LLMs
How it works
From AI draft to expert-validated result in four steps.
01
Generate with your AI of choice
Your team uses ChatGPT, an internal LLM, or other tools to create a first-draft note, summary, or narrative.
02
Submit to The Gap
Send the draft to The Gap via our web app, mobile app, or API. We attach metadata like domain, urgency, and source system.
03
Expert validation layer
A vetted expert reviews, corrects, and annotates the draft. They focus on accuracy, clarity, and compliance.
04
Return & record
You get a final, validated version with a human-readable change summary and a full audit trail behind it.
Pricing
Start with a focused pilot. Scale as you go.
Pilot
Custom
Ideal for a single team or department validating AI in production.
- 1–2 workflows (e.g., OR notes, claims, contracts)
- Fixed monthly volume or per-submission pricing
- Onboarding & training for your staff
Most popular
Enterprise
Let’s talk
For organizations rolling out human-validated AI across multiple departments.
<- Multi-domain routing & expertise pools
- SLAs, SSO, and custom integrations
- Dedicated success & compliance support
Sandbox
Free*
Explore The Gap with synthetic data and demo queues.
- Demo submissions & expert flows
- Read-only dashboards
- Ideal for evaluation & internal buy-in
Dashboard
One place to see drafts, experts, and results.
Expert queue
Incoming
AI draft
Needs review
OR Note – Knee Arthroscopy
AI draft
Needs review
WC Claim – Rotator Cuff Injury
In review
Expert editing
Outpatient Visit – Diabetes Follow-up
Validated
Validated
Workers’ Comp – Return-to-Work Plan
Validated
Contract Addendum – Data Processing
Ready to see it with your workflows?
Book a 30-minute working session.
We’ll walk through your current AI usage, identify risks, and define a small, high-impact pilot where The Gap adds value immediately.
Prefer to start small? We can set up a private, synthetic-data sandbox for your team to explore The Gap without touching PHI or production systems.