Natural Language Processing & Document Intelligence
Retrieval that cites its source, across contracts, forms, and archives
- OCR
- Hybrid retrieval
- Re-ranking
- Named entity recognition
- Citations
Industry
Banking, Financial Services & Insurance
Core integration, document intelligence, risk models, and controls that survive an audit.
Financial services carry the heaviest combination of regulation, legacy, and expectation of speed. We build the integration layer over the core, the document intelligence that reads what arrives in a form, the risk and fraud models that must be explainable rather than merely accurate, and the security and compliance evidence that a regulator will ask for.
What we see
- A core system that cannot change at the speed the product roadmap requires
- Onboarding and claims that stall on documents nobody can process at volume
- Models that must be explainable to a regulator, not only accurate on a test set
- Audit evidence assembled by hand, every single time it is requested
What we bring
API Development & Systems Integration
Making systems that were never designed to meet work together properly
- OpenAPI
- gRPC
- Kafka
- Webhooks
- OAuth 2.1
- iPaaS
Predictive Analytics & Decision Intelligence
Forecasts, anomalies, and optimisers that end in a decision
- Probabilistic forecasting
- MILP
- Backtesting
- Drift detection
- Causal inference
Compliance, Audit & Risk Management
Controls mapped to the code path that implements them
- ISO 27001
- SOC 2
- PCI DSS
- HIPAA
- GDPR
- DPDP Act
- IEC 62443
Security Architecture & Zero Trust
Identity, key custody, and zero-trust paths through the whole stack
- mTLS
- SPIFFE
- HSM and KMS
- Zero trust
- SBOM
- Sigstore
Legacy Application Modernisation
Replacing a load-bearing system without an outage
- Strangler fig
- Anti-corruption layer
- Dual-run
- Reconciliation
- Cut-over planning
Products for bfsi
How we help
What we bring to bfsi.
The systems this industry draws on, layer by layer.
01
NLP & Document AI
Retrieval and extraction systems over document estates that were never designed to be queried.
What we build02
APIs & Integration
API platforms and integration layers between systems that were never designed to talk.
What we build03
Predictive Analytics
Systems that turn history into a decision rather than a dashboard.
What we build05
Security Architecture
Security designed into the architecture rather than added at its edge.
What we buildBring us the whole problem.
Tell us where the work is stuck, whether that is a model that never reached production, an application nobody can change, a data platform nobody trusts, or a plant the business cannot see. An engineer replies with a first read, not a sales deck.