BFSI · Banking, Financial Services & Insurance

Trade Rented Inference
for an Owned Token Factory

Deploy sovereign document intelligence within your perimeter to automate KYC onboarding, underwriting, and claims processing. Solve the “Sovereignty Fracture” — the gap between what your regulators require and what public AI platforms deliver.

For chief risk officers, compliance directors, and operations leaders who can’t compromise on data sovereignty or regulatory auditability.

5min
Commercial loan financial spread — down from 4 hours of manual analyst work
50+
Languages supported for global KYC/AML onboarding with instant PEP/sanction lookup
95%
Field-level accuracy on identity documents, financial statements, and trade finance docs
<11mo
Typical break-even replacing per-page SaaS fees with owned GPU infrastructure
The Problem

BFSI “Dark Matter” is your highest-risk data

KYC documents, mortgage applications, ISDA agreements, trade finance packages — the most sensitive data in your institution exists as unstructured documents. Sending this IP to a public LLM is a regulatory non-starter. But not processing it intelligently is a competitive and operational liability.

01 / The Sovereignty Fracture

GDPR, DORA, and internal data governance policies prohibit KYC documents, credit files, and trading agreements from leaving your perimeter. The “Sovereignty Fracture” — the gap between what AI could do and what your compliance framework permits — leaves high-value workflows manually intensive.

02 / The Analyst Bottleneck

Financial spreading — extracting key metrics from a corporate borrower’s financial statements and mapping them to your credit model — is performed manually by your most expensive analysts. Each commercial loan requires 4+ hours of work that is entirely automatable with the right document intelligence.

03 / The KYC Onboarding Drag

Global KYC onboarding requires verifying documents across 50+ jurisdictions, running PEP and sanctions checks, and maintaining an immutable audit trail. The manual process is slow, inconsistent, and expensive — and it’s the first experience your new client has with your institution.

04 / The CapEx Opportunity

Per-page SaaS AI processing fees appear as operating expenses that scale with your transaction volumes. Building a captive AI infrastructure converts this recurring cost into a depreciating asset — a structural improvement to your cost base that compounds as your document volumes grow.

How It Works

From document intake to structured financial data

Intics operates as the intelligence layer between your document streams and your core banking, risk, and compliance systems. Every extraction is auditable. Every decision is explainable. Everything stays inside your perimeter.

01
Ingest any financial document

KYC packets, bank statements, loan files, ISDA agreements, trade finance docs — any format from any jurisdiction.

02
Spatial & semantic extraction

Radon and Krypton models identify financial table structures, extract key metrics, and understand document relationships.

03
Agentic validation

Agents cross-reference extracted data against regulatory databases, sanctions lists, and internal credit models.

04
Structured output to core systems

Validated data feeds into your core banking, CRM, or risk platform via API or structured file exports.

05
Immutable audit trail

Full chain-of-thought logging for every agentic decision. DORA-compliant audit evidence available on demand.

→ 95% accuracy. Full regulatory traceability.
Purpose-Built Models

AI that understands financial document reality

Financial documents are structurally complex: multi-column balance sheets, nested covenant tables, spatial relationships in trade finance packages. General-purpose models fail on this complexity. Intics deploys models trained specifically on financial document types.

Radon · Vision-First
Identity document & mobile upload specialist

Verifies identity document authenticity across 190+ countries. Handles skewed mobile uploads from retail banking onboarding — the real-world quality of KYC documents your compliance team actually receives.

PassportsUtility billsCorporate docs
Krypton · Structured Data
Financial statement & table specialist

Identifies the spatial relationships in financial ledgers, balance sheets, and P&L statements. Maps extracted line items to your internal credit model automatically — reducing a 4-hour financial spread to 5 minutes.

Balance sheetsBank statementsTax returns
Xenon · Contract NLP
Legal contract & obligation specialist

Extracts obligations, covenants, termination events, and governing law clauses from ISDA agreements, loan contracts, and trade finance documents. Builds searchable structured databases from your contract archive.

ISDA agreementsLoan contractsBills of lading
Strategic Use Cases

Eight high-value workflows with measurable financial impact

Each use case is deployable independently. Start with the workflow that has the most immediate impact on your operational costs, regulatory exposure, or revenue acceleration.

Compliance & Onboarding
Global KYC/AML Onboarding

Agentic loops verify document authenticity across 50+ languages, run instant PEP/sanction lookups, and produce an immutable audit trail — all within your perimeter. DORA and GDPR-compliant by architecture.

↑ 95% faster onboarding vs. manual review
Commercial Lending
Financial Spreading Automation

Krypton identifies table structures and financial line items from borrower statements, mapping them to your internal credit model. A 4-hour manual process reduced to 5 minutes with full analyst review capability.

↓ 4 hours → 5 minutes per credit file
Trade Finance
Trade Finance Doc-Check

Triple-match between Letter of Credit, Invoice, and Shipping documents in real time — validated against UCP 600 rules. Flags discrepancies before settlement and mitigates trade-based money laundering risk.

✓ UCP 600 compliance. TBML risk mitigation.
Mortgage & Real Estate
Mortgage File Audit

Agents classify and index entire loan files, verifying the presence of every required signature and disclosure. Zero-defect files for secondary market sale — eliminating the manual stacking and review process.

✓ Zero-defect files for secondary market
Insurance Operations
P&C Claims: FNOL Automation

Vision-first models categorise damage and extract key data points — VIN, driver information, incident details — from FIRs, repair estimates, and surveyor reports to initiate claims automatically.

↓ 60% faster claim initiation
Contract Intelligence
ISDA & Master Agreement Analytics

Extract margin call triggers, termination events, and governing law clauses from ISDA agreements into a structured, searchable database. Covenant monitoring alerts before breach — not after.

✓ Proactive covenant breach alerting
Accounts Payable
Invoice & AP Automation

Extract line items, tax details, and payment terms from invoices. Three-way match against purchase orders and goods receipts — catching billing errors and duplicate invoices before payment.

✓ Eliminates duplicate and erroneous payments
Risk & Fraud
Document Fraud Detection

Cross-reference document authenticity signals — metadata inconsistencies, template deviations, alteration markers — across KYC packets and claims files. Flags suspicious documents before they enter your system.

✓ Pre-payment fraud prevention
Custom configuration
Your workflows. Your data model.

Intics agents are configured to your specific regulatory environment, credit models, and downstream systems. The first step is a Dark Matter Discovery session to map your document estate and quantify the opportunity.

Platform Demo

See a commercial loan file spread in 5 minutes

Watch Intics ingest a corporate borrower’s financial statements, extract key metrics using Krypton’s spatial understanding, and populate your credit model — all within your secure perimeter, with full audit trail.

Financial spreadingKYC onboardingTrade finance

Interactive product demo available — contact your Intics representative

BFSI ADI Platform Walkthrough 9 minutes · Financial document intelligence
Industry Proof Points

Outcomes from production BFSI deployments

5min
Commercial loan financial spread at a global bank — down from 4+ hours of senior analyst time. Analyst now performs final review and sign-off rather than primary extraction.
60%
Faster P&C insurance claim initiation at a major insurer — through automated FNOL document processing and instant data extraction from incident reports and surveyor files.
Zero
KYC audit findings in a 12-month period following deployment at a regional bank — through complete documentation, immutable audit trails, and consistent verification across all onboarding documents.
The Economics

Put AI on your balance sheet, not your P&L

Per-page AI processing fees are an operational expense that scales with every transaction you process. Intics builds you a captive infrastructure that you own, depreciate, and continuously improve — converting an OpEx liability into a strategic CapEx asset.

SaaS AI (Rented)

Regulated data leaves your perimeter — regulatory exposure

Per-page fees scale with transaction volume — penalises growth

OpEx — no balance sheet benefit, no depreciation

Vendor model doesn’t learn your specific credit model or policies

Intics (Owned)

Fully sovereign — DORA and GDPR compliant by architecture

Fixed infrastructure — near-zero marginal cost at scale

CapEx — capitalise as infrastructure, improve your cost structure

Continuous learning on your specific document estate and models

<11mo
Typical break-even replacing per-page SaaS fees with owned infrastructure
3mo
Pilot to first measurable ROI on a high-value workflow like KYC or financial spreading
Silicon-agnostic
Deploy on your existing GPU infrastructure or Intics-recommended hardware — no forced hardware lock-in
Compliance & Governance

Built for DORA, GDPR, and global financial regulation

In financial services, the compliance framework isn’t a constraint on deploying AI — it’s the specification. Intics is designed to meet the most demanding regulatory requirements from day one.

DORA Compliance
Digital Operational Resilience — Built In

Intics provides the full audit trail and governance documentation required for Digital Operational Resilience Act compliance. Every agentic decision is logged with chain-of-thought reasoning, every extraction linked to source evidence, and every human override recorded. DORA audit evidence is available on demand — not assembled retrospectively.

GDPR & Data Sovereignty
Your Data Never Leaves Your Perimeter

Intics is deployed entirely within your designated environment — private cloud VPC or on-premise data centre. Customer data, transaction records, and financial documents are processed locally. There is no data transfer to external services, no model training on your data by third parties, and no cloud dependency for mission-critical processing.

AML/KYC Standards
Audit-Ready KYC Documentation

Every KYC verification decision is logged with the document evidence, confidence score, and verification logic used — creating an immutable audit trail that satisfies examiner requirements across all major jurisdictions. PEP and sanctions checks are performed in real time against your preferred screening databases.

Zero-Touch Audit
Chain-of-Thought Explainability

Intics agents provide the complete reasoning chain for every extraction and decision — which fields were extracted, from which document sections, with what confidence, and flagged for what reasons. When a regulator asks why a loan was approved or a claim was settled, the answer is already documented and linked to source evidence.

Frequently Asked Questions

Questions your CRO, CCO, and CTO will ask

Is customer financial data sent to an external model or cloud at any point?
No — and this is the foundational design principle of Intics. All processing happens inside your designated perimeter. KYC documents, credit files, and trading agreements never leave your environment. The architecture enforces this technically: there are no external API calls with customer data, and the system is designed to operate fully air-gapped if required.
How does Intics address DORA compliance requirements?
Intics provides the full audit trail, decision logging, and governance documentation required for DORA compliance. Every automated decision includes: the source document evidence, the extraction logic applied, the confidence score, any human review steps, and the final outcome. This chain-of-custody documentation is available on demand for regulatory examination — not assembled after the fact.
Can we use our existing GPU infrastructure, or do we need to procure new hardware?
Intics is silicon-agnostic and works with your existing GPU infrastructure. We assess your current hardware capacity during the discovery session and make recommendations based on your document volumes and latency requirements. For institutions building a new AI infrastructure, we work with your hardware team and technology partners to specify and deploy the appropriate compute layer.
How does Intics handle complex bank statements and multi-column financial tables?
The Krypton model was specifically trained to understand the spatial relationships within financial documents — multi-column balance sheets, nested profit and loss statements, complex covenant tables. It identifies table structure first, then maps extracted line items to your internal taxonomy. We achieve high-fidelity extraction on the complex financial document formats that defeat general-purpose extraction systems.
What does the 90-day pilot involve for a BFSI institution?
The pilot begins with a Dark Matter Discovery session to map your document estate and identify the highest-ROI workflow — typically KYC onboarding or financial spreading for BFSI. We then deploy within your environment against a defined document set, configure models to your taxonomy, and deliver outcome reporting at 30, 60, and 90 days. Most pilots demonstrate measurable ROI before the 90-day mark, with clear break-even projections for full deployment.

Ready to resolve the
Sovereignty Fracture in your AI strategy?

The first step is a Dark Matter Discovery session — where we map your document estate, identify your highest-value workflows, and quantify the ROI opportunity for a sovereign AI deployment.

Book a Dark Matter Discovery Session →Download the BFSI Strategy

Typical pilot launch: 3 weeks from discovery session