What kinds of processes does the platform support in defense and aerospace?

Quality records, configuration checks, traceability documentation, and invoice processing — any workflow where an AI decision needs to score against a specification, drawing, or contract clause. Each automation deploys individually, with its own measurable ROI.

What happens to a record that fails a confidence check?

It comes out of the automated flow and goes to the quality engineer or program manager for review, with the failed check and source document attached. Decision authority stays with the engineer.

Is the platform deployable on-premises?

Yes. ActionAI deploys in cloud, VPC, or fully on-premises, is SOC2 compliant, and supports SSO and encryption. The specific environment gets scoped to your security requirements before go-live.

Does it require replacing our PLM or quality system?

No. ActionAI connects to existing systems via API or data export. Engineers keep working in the tools they use; the verification layer sits underneath.

Has this been proven in high-stakes, regulated work?

Yes. UAE Courts runs ActionAI under every verdict as the verification layer — the first AI system on record to outperform human judges. The same reliability stack (ExEx, confidence scoring, full audit trail) applies to any high-stakes verification work.

Solutions

Insurance

Every Policy Decision.

Verified.

Each automated coverage decision runs against the policy form that was in force when the loss occurred. Anything that doesn't clear routes to an adjuster with the specific coverage gap and the policy page called out.

18,000+

hours returned at RAK Ceramics

99.8%

verified accuracy

15×

efficiency gain

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Where the reliability layer shows up in the workflow

Misread an exclusion and a claim goes out that should have been denied, landing as a subrogation failure and a reserve adjustment at the next close. File a DOI rate submission against the wrong rate table version, and SERFF bounces the form three business days before the filing deadline. In insurance, ground truth is the policy language on the schedule the day the loss occurred. ActionAI scores every automated coverage decision against the controlling policy in revision control, and high-confidence decisions release without an adjuster opening the file. Below threshold, ExEx (Explainable Exceptions) holds the claim and routes it to the adjuster with the coverage gap and controlling policy form attached, so they open the file knowing what's missing.

Compliance Verification & Audit Trail

Multi-state insurance regulation is too complex for periodic reviews to catch everything. ActionAI monitors compliance continuously across all jurisdictions and generates audit trail automatically.

Fraud Detection & Pattern Flagging

Insurance fraud increasingly involves provider networks and coordinated filings that rules-based systems miss.

Underwriting Exception Review

Underwriting models that produce scores without explanation waste experienced underwriters' time because they cannot trust the reasoning.

Claims Adjudication & Straight-Through Processing

Faster claims automation that ignores reliability just accelerates your error rate. ActionAI processes clean claims straight through while ensuring every adjudication decision carries verified.

RAK Ceramics

RAK Ceramics — 18,000+ Hours Saved on Invoice Processing

RAK Ceramics deployed ActionAI to automate invoice processing across their global operations — achieving 15× efficiency gains and 18,000+ hours saved annually.

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18,000+

Hours saved / year

15×

Efficiency gain

99.6%

Extraction accuracy

Frequently asked questions

How does ActionAI slot into the claims and underwriting workflow?

Claims decisions, coverage verification, underwriting checks, and premium reconciliation — any process where an AI is scoring against policy forms or rate tables. Each automation deploys with its own ROI and can expand from there.

What happens to a claim the automation can't score with confidence?

The claim holds and goes to an adjuster for review, with the coverage question flagged and the relevant policy form surfaced. Nothing below threshold is auto-decided.

Do we need to migrate off our core carrier platform?

No. ActionAI sits on top of the core platform your adjusters and underwriters use, connected via API or data export. The verification runs underneath.

Has reconciliation at scale been proven in production?

Yes. Emirates NBD runs 1M+ daily transactions through ActionAI with auto-match moving from 90% to 99%+; Wynn Resorts runs 3-5K monthly reconciliations at 12-24 hours of daily manual work eliminated. Reconciliation mechanics translate directly to claims and premium work.

What's the deployment and timeline?

SOC2 compliant, deployed in your chosen environment — cloud, VPC, or on-premises. After the scoping call, a free pilot runs on real data in days to weeks.

Your next mispaid claim is a verification problem.

Fifteen minutes on a sample of your last 90 days of claims surfaces the coverage mismatches waiting in your paid file.

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