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Underwriting and claims automation, risk and fraud analytics, and document intelligence for a domain where a wrong answer costs real money and a regulator is always watching. We build with governance from the first line: explainable decisions, secure data platforms and evidence you can defend.
Every decision touches money, regulation and someone's livelihood. Systems here have to be accurate, governed and quick, all at once, and they have to prove it.
PCI DSS*
the payment-data security discipline we build cardholder systems to.
Zero*
data egress for sensitive models that run on-device and air-gapped.
Real time*
fraud and risk scoring at the speed a transaction demands.
Reflecting how we approach regulated, high-assurance financial and insurance work.
From straight-through underwriting to secure data platforms, with the governance and traceability the domain demands.
Straight-through workflows that ingest applications and claims, apply rules and models, and route only the exceptions to a human, with every decision logged and explainable.
Real-time scoring, anomaly detection and behavioral models that flag fraud and quantify risk, tuned to keep false positives low and analysts focused.
GenAI and RAG pipelines that read policies, statements, contracts and forms, extract structured data and answer questions, with citations back to the source document.
Hardened connections to core banking, policy admin, KYC and payment rails, built to PCI DSS discipline with tokenization, signed messages and provable identity.
Governed data platforms and model pipelines that keep lineage, versioning and monitoring intact, so models stay accurate, fair and audit-ready in production.
Web, mobile and agent-facing interfaces for quotes, servicing and portfolios, designed for clarity, accessibility and speed under pressure.
A governance-led path from a regulated requirement to a system you can put in front of an auditor.
Map requirements to controls and data policy from the start, so every decision path has an owner, a rule and a record.
Architect for security, privacy and explainability, with the audit and testing strategy defined before code is written.
Test models and workflows against real cases, capture evidence and check for bias and drift, so the system does what the policy says and you can prove it.
Signed releases, model monitoring and a documented baseline, so accuracy, controls and compliance hold up through the whole life of the system.
Map requirements to controls and data policy from the start, so every decision path has an owner, a rule and a record.
Architect for security, privacy and explainability, with the audit and testing strategy defined before code is written.
Test models and workflows against real cases, capture evidence and check for bias and drift, so the system does what the policy says and you can prove it.
Signed releases, model monitoring and a documented baseline, so accuracy, controls and compliance hold up through the whole life of the system.
Secure, edge and AI systems we have shipped in regulated, high-assurance environments. Client names withheld under NDA.
We built an offline GenAI pipeline with on-device LLMs and RAG over Ollama and Qdrant, so sensitive documents are read and questioned inside the perimeter, air-gapped, with citations back to source.
Zero egress
runs air-gapped on-device
Cited
answers linked to source
RAG
retrieval over private data
Streaming ingestion, anomaly detection and behavioral models running around the clock, scoring transactions in real time and logging through outages so no event is lost.
Real time
transaction scoring
24/7
continuous monitoring
Auditable
every decision logged
We stood up secure ingestion and MLOps at scale with lineage, versioning and monitoring intact, so models stay accurate and audit-ready and pipelines process millions of records per minute.
Millions/min
records processed
Tracked
full model lineage
Governed
access and controls
Standards and experience
Regulated work is not a matter of taste. We design to recognized security and privacy standards, and we back it with real secure-data and AI delivery.
Our experience
Secure, air-gapped and edge systems shipped into regulated, high-assurance environments across healthcare, industry and data-sensitive workloads.
designed to
PCI DSS
Payment data security
Security controls for handling, storing and transmitting cardholder and payment data.
SOC 2 Type II
Trust services controls
Operating effectiveness of controls for security, availability and confidentiality over time.
ISO/IEC 27001
Information security
Management system for protecting information assets and reducing security risk.
DPDP / GDPR
Data protection and privacy
Lawful, governed handling of personal data under India's DPDP and the EU's GDPR.
The result is systems that are accurate, governed and quick, and that hold up when a regulator or an auditor arrives.
Capabilities
Product Engineering
AI, Data & Intelligent Systems
UX & Product Design
Experience Engineering
Cybersecurity
Compliance Engineering
US · Muscat · Bangalore · Puttur, ISO 13485:2016 · ISO 27001:2013 · ISO 9001:2015
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