Skip to content
Finstack

Intelligent Trade Finance. Digital Banking. Enterprise AI.

Engineering the Future of Banking Technology

We design and engineer intelligent enterprise solutions that help financial institutions modernize operations, simplify complex workflows, and unlock the value of AI-driven automation.

Banking technology solutions

Trade finance and corporate banking, engineered end to end

Our team has experience delivering complex trade finance modernization and integration solutions. We understand the transaction lifecycle, the rules behind it and the systems it runs on.

  • Import, export and inland letters of credit
  • Bank guarantees and standby instruments
  • Documentary collections
  • SWIFT messaging and ISO 20022
  • Rules-based transaction validation
  • Corporate trade finance channels
TRANSACTION LIFECYCLEApplicationstep 01Issuancestep 02Amendmentstep 03Presentationstep 04Examinationstep 05Settlementstep 06rules · documents · messaging · audit
invoicetransport docAI pipelineclassify · extractStructured datapartyamountdateportgoodsreview

AI and intelligent automation

AI that reads documents, checks consistency and keeps experts in control

We build document intelligence pipelines and enterprise assistants that reduce repetitive manual effort, assist specialists and make handling more consistent.

Document intelligence
Classification, OCR and extraction with every value linked to its source.
Intelligent validation
Rules and AI combined to surface inconsistencies across documents.
Enterprise assistants
Answers grounded in approved knowledge, with citations.
Private deployment
AI that runs on-premise or in private cloud under your control.

Advanced capabilities such as discrepancy detection are evolving; we design them to assist expert review, and production readiness depends on each implementation.

Engineering and modernization

Enterprise systems that are easier to change and safer to run

From Java enterprise applications and Oracle databases to containers, CI/CD and modern interfaces, we modernize incrementally so value arrives early and risk stays manageable.

Established appstageAPIcontainerServicecontainerUIcontainerCI/CDbuildtestscandeploy

Our approach to innovation

Practical innovation, from first question to production

Innovation in financial services has to survive contact with regulation, legacy systems and real operations. Our approach is built for that.

  1. 01

    Understand the problem

    We start with the operational reality: the workflow, the people involved, the systems and the constraints. Technology choices follow from that.

  2. 02

    Prove it early

    Prototypes and focused proofs of concept answer the hard questions before significant investment, especially where AI is involved.

  3. 03

    Engineer for production

    Security, observability, testing and maintainability are designed in, so what works in a pilot keeps working at scale.

  4. 04

    Improve continuously

    We measure, learn from real usage and refine. Long-term partnership is how complex systems get better.

Why Finstack

An engineering partner, not a headcount provider

  • Domain and engineering together

    Our engineers understand trade finance and corporate banking workflows, which shortens the distance between requirement and working software.

  • Security-conscious by default

    Access control, auditability and data protection are architectural decisions for us, not afterthoughts.

  • Honest about AI

    We separate what is proven from what is emerging, and design AI to assist experts with evidence they can verify.

  • Founder-led and accountable

    Senior technical leadership stays close to delivery, so decisions are made by people who understand the detail.

  • Works within your architecture

    We integrate with the platforms you already run, extending and modernizing them rather than replacing for the sake of it.

  • Built to innovate beyond banking

    The same engineering discipline applies to document-intensive operations and enterprise workflows across industries.

Technology capabilities

The technologies we engineer with

Banking & messaging

  • Trade finance workflows
  • SWIFT messaging
  • ISO 20022
  • Maker-checker
  • Entitlements

Applied AI

  • OCR
  • Vision language models
  • LLM integration
  • RAG
  • Private model serving

Application & data

  • Java enterprise
  • REST APIs
  • Event-driven
  • Oracle Database
  • Rules engines

Platform & delivery

  • Docker
  • Kubernetes
  • CI/CD
  • Infrastructure automation
  • Cloud & on-premise

Channels

  • Mobile apps
  • Cross-platform
  • SSO & IAM
  • Push & deep linking
  • Modern web UI

Insights

Thinking on banking technology and applied AI

All insights

Have a complex problem worth engineering properly?

Tell us about the challenge. We will respond with a considered view on how we could help, and who on our team would be involved.