FINTECH · AI · AGENTS - SINCE 2008
We help banks and fintechs put AI and AI agents into production - privately, on your own cloud, built on open source.
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What we do
Three pillars, each spanning the full stack - from boardroom strategy to production systems your operators rely on every day.
AI strategy for finance.
Use-case discovery, target architecture, build-vs-buy, security, compliance and data-residency - turned into a costed, sequenced roadmap your board can sign off on.
The whole stack, in production.
Private AI infrastructure → models & fine-tuning → RAG/data → conversational AI → autonomous agents → document/multimodal AI, integrated into core banking, payment rails and back-office.
It survives production, not just a demo.
Governed execution, guardrails, observability, evals and model/LLM-ops. We embed forward-deployed with your team and keep improving what's live.
From infrastructure to agents
Most vendors hand you one layer and a bill. We cover all of it: the compute, the models, the data, the apps and the agents on top - deployed where your data already lives.
Infrastructure
Cloud-native foundation & services
Private models
Open-weight LLMs you run
Model serving
Fast, private inference
RAG & data
Grounded in your own data
Agents flagship
An AI workforce that executes work
Governance
Guardrails, evals, audit, LLM-ops
Each layer is something we deliver as a service, on open source - pick the ones you need, or the whole stack as one integrated system.
Full-stack service catalog
Eleven services across five layers. Delivered as packaged work - a fixed-fee sprint, a fixed-scope pilot, a project or a retainer - so a senior team can ship them predictably.
Roadmap, use-cases, governance and data-residency - costed and sequenced for finance.
Stand up GPU, training and inference in your cloud or on-prem - cost-efficient compute you own.
Inference at the branch, POS or terminal - a natural extension of our ECR/POS heritage.
Open-weight LLMs running privately. Your data never leaves your environment.
Domain finance models, fine-tuning, RAG, synthetic data and rigorous evaluation.
Customer and employee assistants grounded in your own data and systems.
Your AI workforce: agents that execute back-office work - reconciliation, payments ops, KYC/onboarding, AML/fraud, disputes - through one conversational interface, integrated with your core.
Statements, KYC docs and contracts turned into structured data - and actions.
Analytics copilots for leadership and operations, grounded in your numbers.
Runtime authorization, guardrails and deterministic routing for money-moving actions - plus observability and audit.
Workshops, training and embedding senior engineers directly with your team.
How we work
Four commitments that shape every engagement - and the reason finance teams trust us with production.
We build on open models and open tools the world's largest engineering teams already trust. You keep the weights, the code and the freedom to leave.
Private and sovereign deployment by default. Models run where your data already lives - nothing is shipped to a third party to be trained on.
We don't hand over slideware. We ship to production, integrated with core, payment and back-office systems, and we stay to run it.
The people who pitch write the code. No owned infrastructure, no junior bench - compute is rented or runs in your cloud, expertise is the product.
Heritage & proof
EMV, ECR/POS, OLTP/OLAP, mobile, cloud-native Go - battle-tested for banks and processors on thousands of production systems. The same senior team now ships AI and AI agents into the same demanding environments.
2008
Founded in Istanbul
17+
Years in payments
2015
Pivot to fintech
Built on open source
Insights
What we're learning shipping AI into real financial systems - written by the people doing the work.
Why finance teams don't have to choose between capable models and data control. Open-weight LLMs, deployed in your own cloud, are now good enough to run the work.
Chatbots answer questions. Agents do the work. What it takes to let software actually execute reconciliation, onboarding and disputes - safely - inside a bank.
You don't need to own a GPU farm or a hundred-person team to ship serious AI. The open-source ecosystem already did the hard parts. Here's the stack we build on.
A focused conversation with the senior engineers who'll do the work - not a sales funnel. Tell us what you're trying to move.