Newron

Intelligence, built for the institutions that can't get it wrong.

FOR REGULATED INDUSTRIES

Newron is the applied-AI partner to India's banks, NBFCs, insurers and Government — building production systems that underwrite faster, settle claims sooner, serve citizens in their own language & many more

POSTING SUCCESS STORIES AT
WalmartIIScKarnataka Govt.GoogleABCLHDFC CredilaSattvaFusionArtparkWalmartIIScKarnataka Govt.GoogleABCLHDFC CredilaSattvaFusionArtpark
01
Lending intelligence

The credit officer's
second brain.

A modular suite for the loan origination lifecycle — from intake and statement parsing to CAM generation, deviation handling, and verification. Configured to your policy, your format, your tier structure.

Commercial
6 products
Loan against propertyOverdraftGold loanEquipment financeRevenue-based financeLine of credit
Consumer
6 products
Home loanAuto loanLoan against securitiesPersonal loanEducation loanCredit card
NEWRON
Newron · CAM Generation
● LIVE
CAM · LP-2884109
01Borrower profileDONE
02Business overviewDONE
03Financial summaryDONE
04Cash-flow analysisDONE
05Bureau analysisDONE
06CollateralWRITING
07Deviations
08Recommendation
Section 06 · Collateral
Collateral assessment

The proposed loan of ₹ 38,00,000 is to be secured against a residential property at Plot 14, HSR Layout, Sector 7, Bengaluru, extent 1,840 sq ft. Title is held singly in the name of the applicant since 2019; the encumbrance certificate confirms no charge as of 14 May 2026.

NEWRON · DRAFTING
Based on the Video PD conducted on 12 May 2026, the property
Policy flags
DEVIATION
DTI > 0.45 by 2pp
Tier-2 override permitted
CONFIRMED
Property age within limit
EC clean, title singular
VERIFY
Q1→Q2 income variance
Re-check queued
Measured across deployments
What credit teams see in production
0%
REDUCTION IN TAT
0%
PRODUCTIVITY UPLIFT
0+
HOURS SAVED
02
Artha models

The models underneath Indian credit.

Artha is Newron's suite of vision-language models, built for the paperwork Indian banks and NBFCs actually process. Zero-shot, on documents no template was written for.

ARTHA · अर्थ — WEALTH, MEANING, PURPOSE
01
Classification
Nothing arrives labelled — filenames are noise, and one PDF can hold four documents. Artha names each one and splits the batch before any extraction runs.
5 FILES → 6 DOCS
02
Extraction
Reads the fields credit actually underwrites on — issuer, period, balances, identifiers — from scans, phone photographs and regional-language forms.
0-SHOT · NO TEMPLATES
03
Party mapping
Resolves every party in the file and attaches each document to the right one, so applicant, co-applicant, guarantor and entity never blur together.
4 PARTIES RESOLVED
ARTHA · INTAKE BATCH-2026-04417
MERGED PDFcombined_scan.pdf10 pp · UNCLASSIFIED
CAMERAIMG_20260412_094317.jpg1 pp · UNCLASSIFIED
IMAGEWhatsApp Image 2026-04-12 at 09.51.jpeg1 pp · UNCLASSIFIED
SCANCamScanner 12-04-2026 09.45.pdf12 pp · UNCLASSIFIED
PDFScan_0007.pdf6 pp · UNCLASSIFIED
5 FILES RECEIVED30 pagesNO CLASSES · NO COVER SHEET · FILENAMES ONLY
↓ SENT TO ARTHA
Zero-shot
No per-client fine-tune and no template library. Point Artha at a file it has never seen.
Frontier-grade
Matches or beats frontier LLMs on classification, extraction and party mapping.
≈1/8 the cost
Small, task-tuned models — a fraction of the frontier inference bill, per document.
Yours to run
Licensable and self-hostable. Your VPC, on-prem, or fully air-gapped.
Evaluate Artha on your documents Licensing & self-hosting
03
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.

01
Eligibility check, before submission
Policy retrieval + document understanding flags missing artefacts and ineligible claims at intake.
ELIGIBLE · 0.94
02
Automated claim filing
Forms, supporting documents and metadata assembled into TPA-ready packets in under 90 seconds.
FILED · 00:01:24
03
Denial risk & remediation
Predicts likely denial reasons against historical adjudication data; suggests remediation pre-emptively.
RISK · 0.18 LOW
NEWRON
Claims · Policy CLP-44829-1
● LIVE
Claim · CL-2026-9881
Cardiac · Inpatient · ₹ 4.2L
● ELIGIBLE
Policy fit
0.98
Denial risk
0.18
Doc completeness
11/11
NEWRON · ADVISORY
Claim is well within sub-limit. Recommend filing today via Star Allied TPA; historical SLA is 4.2 working days.
04
Governance AI

Citizen services
in their language.

Built with the Government of Karnataka. Newron reads Kannada handwriting, speaks in regional dialects, and surfaces policy answers from documents that were never indexed — so grievance redressal works at the speed of a phone call.

Custom OCR · Kannada
Handwriting + print, ledger forms
Regional TTS
Natural voices, low latency
Grievance triage
Routing + summary + draft response
Policy discovery
Surfaces clauses from PDFs at scale
GRIEVANCE · GOK-2026-118447● LIVE
CITIZEN · KANNADA AUDIO
ನನ್ನ ರೇಶನ್ ಕಾರ್ಡ್ ಎರಡು ತಿಂಗಳಿಂದ ಬಂದಿಲ್ಲ.
"My ration card has not arrived for two months."
NEWRON · CLASSIFICATION
Category: PDS — Card delivery
District: Mysuru · routed to Tier-2 officer
POLICY RETRIEVAL
KA PDS rule 4.2(c): re-issuance permitted after 45 days from acknowledgement; last status: printed 12 Mar, undelivered.
DRAFT RESPONSE · KANNADA
ನಿಮ್ಮ ರೇಶನ್ ಕಾರ್ಡ್ ಮಾರ್ಚ್ 12 ರಂದು ಮುದ್ರಿತವಾಗಿದೆ…
● APPROVEDSENT · TTS · 04:12s
05
Custom AI services

When the product isn't enough,
we build it for you.

Newron is staffed by ex-research and ex-platform engineers. Most engagements ship to production inside one quarter.

Engineering
01

Custom AI engineering

We sit inside your team to design data pipelines, eval harnesses and the inference path. Scope to production in 8–12 weeks.

  • Discovery + scoping sprint
  • Data + eval pipeline
  • Deployment
Foundational
02

Custom foundational models

When off-the-shelf models won't do the job, we build them. Domain-pretrained, fine-tuned on your data, evaluated against the SOTA.

  • Pretraining + alignment
  • On par with SOTA · 1/8 cost
  • License: yours
Automation
03

Business automation with AI

Document workflows, ops tooling, and customer-facing copilots — built on the Newron platform, deployed in your VPC.

  • Document + workflow ops
  • VPC or air-gapped
  • API-first, self-hostable
06
Customers

In production at banks, NBFCs
and state institutions.

Featured · NBFC, Tier-1 · Q3 2025
"Newron's CAM engine replaced three weeks of human review with a 40-minute QC step. Our credit officers stopped reformatting Excel and went back to actually underwriting."
Head of Credit · Tier-1 NBFC · ₹38,000 Cr AUM
Read the case study →
Technology
Google
Research
IISc
State
Govt. of Karnataka
NBFC
HDFC Credila
Microfinance
Fusion
07
Why Newron

A platform built for the way
regulated industries actually buy AI.

01
Deploy where you need to
Self-hostable on your VPC, on-prem, or fully air-gapped. Compliance teams get the audit trail; engineering keeps the keys.
02
API-first by design
Every Newron product ships with the same REST + webhook surface. Drop into your LOS, your claims platform, your CRM.
03
On par with SOTA, at 1/8
Our custom models score within striking distance of frontier systems on the tasks that matter — for a fraction of the inference bill.
04
Built with NVIDIA
Inception Partner since 2023. Trained on Indian financial data with explicit residency commitments.
Get started

See Newron on your data, in a week.

We'll spin up a sandboxed instance against a slice of your data, deliver a working pilot, and give your team the eval numbers to make the decision.