insurance · governed process

Insurance claims and underwriting automation software

Build the Claims & underwriting flow once, AI agents run it end to end, and governance keeps a human on the risky, irreversible steps. That's insurance claims and underwriting automation with human sign-off fully auditable automation you can defend to an auditor.

Build this flow →How AI-native BPM works
12
Workflow steps
1
Human sign-off gates
Auditable
Regulator
Always
Human on risky steps
What the Claims & underwriting flow does

A 12-step governed process, not a black box.

The Claims & underwriting workflow breaks insurance claims and underwriting into 12 discrete, ordered steps. Specialist AI agents execute each one; a gate resolver scores every step by blast radius and reversibility, parking the 1 riskiest, irreversible step for a human to sign off. Every step and gate is logged with a tamper-evident audit hash, so the whole run is deterministic and replayable.

01

Agents run the volume

Specialist agents work the 12 steps of insurance claims and underwriting end to end — the reversible, low-risk work clears automatically.

02

1 human gate

The gate resolver parks the 1 irreversible, high-blast-radius step for a person. Nothing high-stakes auto-clears until a tier has earned it.

03

Tamper-evident audit

Every decision is logged with an audit hash; runs are deterministic, so an auditor re-running the flow gets the same result.

The built process

Claims & underwriting autopilot

Claims adjudication and underwriting are document-heavy and slow, and a wrong coverage call carries bad-faith and regulatory liability across 50 state codes. Routine claims and risks are processed straight-through with the rule basis attached; ambiguous and high-value decisions reach a licensed adjuster/underwriter, who signs the call.

8 agent steps1 human gatesigns: Licensed adjuster / underwriterquality 89/100
The governed flow · branches, parallel work & a human on the irreversible step
clean, in-limit, within authorityambiguous, high-value, fraud-flagged or out-of-authorityincomplete docs / SIU referral — request more
Start
agent · low risk
Intake the FNOL / application, policy and supporting documents
agent · low risk
Extract facts, apply coverage / rating rules, and compute reserve or price
parallel · fan-out / join
Run fraud and state-code checks concurrently
agent · low risk
Run the fraud model and score the claim / application
agent · medium risk
Run unfair-claims / 50-state-code compliance checks
parallel · fan-out / join
Join fraud + compliance results
decision
Claim clean and within delegated authority?
agent · medium risk
Auto-adjudicate routine in-limit claim within delegated authority, rule basis attached
agent · medium risk
Stage the coverage decision / bind packet with fraud + compliance findings for review
gate · human sign-off
Review findings and sign the coverage decision or bindsigns: Licensed adjuster / underwriter
agent · high riskirreversible
Issue the settlement payment or bind the policy
agent · low risk
Track leakage, subrogation and complaint patterns
Done
low riskmedium / branchhigh riskgate · human sign-offstart / done
Regulatory context

The rules the Claims & underwriting flow is built around.

Insurance claims and underwriting is governed by real, well-established rules. The flow encodes them as checks and gates so the process runs inside the lines — and produces the evidence to prove it.

Unfair Claims Settlement Practices (state / NAIC model)
Insurers must investigate and decide claims promptly and in good faith; unreasonable denial or delay is an unfair claims practice under state law.
Adverse-decision explanation & appeal rights
A denied or reduced claim generally requires a clear reason and the policyholder's appeal/complaint rights, so the deciding rationale must be recorded.
Anti-discrimination / rating rules
Underwriting and pricing must follow filed rating rules and may not use prohibited or unfairly discriminatory factors.
Governed insurance claims and underwriting automation

Why teams choose Minctrl to automate insurance claims and underwriting.

Most tools that promise insurance claims and underwriting automation software either fully automate and lose the audit trail, or bolt AI onto a form and still route every case to a human. Minctrl is different: it's an AI-native workflow builder for regulated operations. You design insurance claims and underwriting once as the Claims & underwriting flow, AI agents run it, and a governance layer keeps a human on the steps where a mistake is irreversible.

The Claims & underwriting agent handles insurance claims and underwriting the way an experienced operator would — gathering inputs, applying policy, and drafting the decision — while the governance layer decides, step by step, whether it can clear automatically or needs a human. This is what makes insurance claims and underwriting automation with human sign-off practical rather than a slogan: the AI does the 12-step work; the person owns the1 decision that actually carry risk.

Whether you want to automate insurance claims and underwriting, deploy an AI insurance claims and underwriting agent, or roll out full insurance claims and underwriting workflow automation, the flow ships with the governance, the human gates and the tamper-evident audit trail already wired in. Advisory first — a tier only earns autonomy after it's calibrated — so you can adopt insurance claims and underwriting automation software without changing the human sign-off until you're ready.

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FAQ

Questions about insurance claims and underwriting automation.

Does insurance claims and underwriting automation follow unfair-claims-practices rules?

Yes. The flow is built to investigate and decide claims promptly and in good faith, tracking timeliness and recording the rationale for every decision. Denials and material reductions carry a clear reason and the policyholder's appeal rights, logged with a tamper-evident audit hash.

Does the AI deny claims by itself?

No. The AI agent validates coverage, gathers evidence and recommends a decision, but denials and large payouts park at an adjuster sign-off gate. A wrong denial is unfair-claims-practice and bad-faith exposure, so a human owns those decisions.

How does underwriting stay within filed rating rules?

Underwriting and pricing follow the filed rating rules, and the factors used in each decision are recorded. Because runs are deterministic and replayable, a market-conduct exam can reconstruct exactly how a risk was rated or a claim was decided.

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Build your Claims & underwriting flow.

Governed automation with human sign-off on the risky steps and a tamper-evident audit trail. Free tier — bring your own LLM key.

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