Regulated work, done by AI, governed like the regulator is watching.

Everlign builds AI agents that take a job inside a health plan, a provider group or a defense program and finish it: read your records, do the work, cite every source, and hand the result to a person to approve. Live in weeks, inside your walls.

Request a demoWhat the agents do
HealthcareDefense
Example subset of agents
Quality-IQClaims-IQPolicy-IQ
Quality-IQ HEDIS quality, live at a top 5 national payerReplay
The job
Find the members with an open blood pressure gap and say what closes each one
Plans the job
Works across your systems
Reaches a finding
Cites every source
Says what it does not know
A person approves, then it acts
Quality-IQMeasure DashboardAsk Quality-IQAdmin panel
56EB68FC, CBP: coded 3075F vs recorded 160 mmHg on 2026-04-27.
KA
K. Alvarez
Quality Operations
Confirm open gapClose gapNeeds chart
Approved by K. Alvarez
Then it acts
Gap status written to the quality platform. Outreach queued to the vendor list. Audit entry carries both sources and the decision.
Illustrative run on synthetic data. Same six steps for every agent.
Accepted by reviewers as delivered
99.55%
National payer, in production
Top 5
Signature to production
4weeks
Runs the whole agent, air-gapped
1GPU
Working with
CVS HealthAetna Better HealthModa HealthDARPA
How it works

Different jobs. Same way of working.

Not a chatbot and not a copilot. An Everlign agent lives in a workspace built for the job, in a health plan, a provider group or a defense program, and does the work end to end, showing how it got there. It runs on its own; the person accountable for the outcome keeps the final say, because in healthcare and defense that is how the work is governed.

1
Ask in your own words
Or let an event start it: a claim batch, a write-up, a tasker. The agent corrects the term that is not the domain's term.
2
It plans the job and works across your systems
Decides what to read, predict and do. Records, feeds, contracts, guides; the models, not just the search. Every step in the trail.
3
It reaches a finding
Regulations, specifications and history weighed together, not a rulebook. The action drafted beside it.
4
Every row cited
The page, the claim line, the record. No source, no answer.
5
It says what it does not know
Grades its confidence and holds back the thin cases instead of guessing.
6
You approve
The reviewer, the maintainer, the commander. Nothing moves without them.
7
Then it acts
Only on what was approved, in your system of record: the claim filed, the gap closed, the entry written.
Quality-IQ Measure DashboardAsk Quality-IQAdmin Refreshed today
Gaps Member M-20483
1,284open gaps
412awaiting approval
97closed this week
63 dto year end
M-20483, Controlling High Blood Pressure: gap open, outreach before 30 Nov

Last reading 146/92 on 14 Mar. The 2 May PCP visit billed 99213 with no reading in the claim or the note. No later encounter on file; the measure window closes 31 Dec.

Level 3, assessment6 rows cited1 gap namedno data left the plan
ApproveDraft outreachWrite back to quality systemOpen the specification
Measure specCBP, MY2026
Claims2 lines, 14 Mar and 2 May
Clinicalnote 14 Mar, p. 2
Supplementalnone on file
QI
Agentevery answer from the records, every row cited
Why is M-20483 still open for blood pressure?
Last reading 146/92 on 14 Mar. The 2 May visit billed 99213 with no BP in the claim or the note. One question before I draft the action.
Was a reading taken on 2 May and not filed?Chase the chartNo reading was taken
Outreach for a recheck before 30 Nov, and a chart chase on the 2 May visit. Evidence is on the board.
Show work, 8 stepsread claims, read notes, read specification, read supplemental feed, ask, draft, check, cite
Which members close before year end?Draft the outreach list
Ask in your own words
Illustrative workspace, synthetic data. The same layout, the same agent, for every job: the board changes, the way you work with it does not.
The agents

The work the agents do

Two markets, twelve kinds of work, one pattern. Each line is a workflow that is read from records, governed by regulation, and ends with a person's approval. The agents built for it are named beside it.

Healthcare

Health plans, providers and federal health
Members and enrollmentEnroll-IQ, Benefits-IQ
Provider network and directoryDirectory-IQ, Contract-IQ
Utilization and careUtilization-IQ
Quality and riskQuality-IQ
Claims and payment integrityClaims-IQ
Policy and servicePolicy-IQ
The healthcare agents →
Every job, the same six steps
1. Plans the job
2. Works across your systems
3. Reaches a finding
4. Cites every source
5. Says what it does not know
6. A person approves, then it acts
Inside your boundary. Every row cited.

Defense

Mission operations, security and staff work
ReadinessForce-IQ, Signal-IQ
SustainmentSustain-IQ
Security and classificationClassify-IQ
Staff and taskingStaff-IQ, Service-IQ
Acquisition and supplyVendor-IQ
Military medicineCasualty-IQ
The defense agents →
HIPAASOC 2 Type IIISO 27001

Runs inside your boundary. Your data is never used to train models. Security and data handling

Request a demo

See an agent run on your workflow

Bring one workflow and the documents behind it. We will show you the agent doing the job on your own material, with the evidence and the approval step, in thirty minutes with the engineers who build it.

Or email info@everlign.com

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