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Insurance AI

Settle claims before they're filed.

Newron's claims models inspect documents, parse policy language and predict denial risk the moment a claim is initiated — so adjusters spend their time on edge cases, not paperwork.

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01
The claims pipeline

Three checkpoints, fully automated.

From first notice of loss to a TPA-ready packet, Newron handles the mechanical work and escalates only what needs a human.

Eligibility
01

Eligibility check, before submission

Policy retrieval and document understanding flag missing artefacts and ineligible claims at intake — before they enter the queue.

  • Sub-limit awareness
  • Document completeness
  • Pre-auth guidance
Filing
02

Automated claim filing

Forms, supporting documents and metadata assembled into TPA-ready packets in under 90 seconds.

  • TPA-ready packets
  • Auto-attached evidence
  • Status tracking
Risk
03

Denial risk & remediation

Predicts likely denial reasons against historical adjudication data and suggests remediation pre-emptively.

  • Denial-reason model
  • Pre-emptive fixes
  • SLA forecasting
02
Impact

Fewer denials, faster settlements.

Measured across health and motor lines at insurers and TPAs running Newron in production.

Measured in production
What claims teams see in production
90s
AVG TIME TO FILE
0.18
MEDIAN DENIAL RISK
4.2d
SETTLEMENT SLA
03
Lines & documents

Built for messy, real-world claims.

Newron reads discharge summaries, prescriptions, invoices, FIRs and policy schedules — printed or handwritten.

INTAKE
Document understanding
Discharge summaries, bills, prescriptions and policy schedules parsed and cross-checked.
ELIGIBILITY
Policy reasoning
Sub-limits, waiting periods and exclusions evaluated against the specific policy schedule.
FILING
Packet assembly
A complete, TPA-ready packet with every required artefact attached and indexed.
ADJUDICATION
Denial prediction
Likely denial reasons surfaced with the historical evidence behind them.
SETTLEMENT
Remediation loop
Gaps closed before submission, shortening the back-and-forth with the TPA.
“The denial-risk model paid for itself in a quarter. We stopped filing claims that were always going to bounce, and our adjusters finally have time for the genuinely hard cases.”
VP, Claims Operations · Health insurer · multi-TPA
04
Questions

Common questions.

Which lines of business are supported?+

Health and motor are in production today, with the document and policy-reasoning stack generalising to other lines. New document types onboard quickly because the models are pre-trained on Indian claims data.

Does it integrate with our TPA workflow?+

Yes. Newron produces TPA-ready packets and exposes REST + webhook APIs, so it slots into your existing claims platform and TPA handoffs.

How is denial risk calculated?+

The model is trained on historical adjudication outcomes and explains each prediction with the policy clauses and document evidence behind it — never an unexplained score.

Is patient data kept private?+

All processing runs inside your environment — VPC, on-prem or air-gapped — with full audit logging and data-residency commitments.

Get started

Run a pilot on last quarter's claims.

We'll replay a slice of your historical claims through Newron and show you the denial-risk and time-to-file numbers before you commit.

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