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AI systems

AI systems · Fintech

AI for fintech

Financial services need AI that obeys the rules. We build LLM agents, risk-scoring models, and fraud detection with auditable data flows, PII scrubbing, and human-in-the-loop controls — nothing ships without an eval gate.

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AI honeycomb — DField SolutionsIsometric honeycomb of 7 hexagons: a central core radiates to 6 outer nodes, illustrating retrieval-augmented generation, LLM routing, and continuous eval pipelines.ABCDEFINFERRETRIEVE · RERANK

WHAT WE SHIP

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AI for fintech

    01Underwriting copilots with document extraction + audit trail
    02Transaction narrative & SAR draft generation
    03Fraud anomaly detection on top of ledger events
    04Compliance-aware customer support agents
    05Portfolio-manager RAG over research + filings

COMMON QUESTIONS

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Common questions · Fintech

What most people ask — answered before you have to.

Q01

What does AI systems for Fintech include?

Financial services need AI that obeys the rules. We build LLM agents, risk-scoring models, and fraud detection with auditable data flows, PII scrubbing, and human-in-the-loop controls — nothing ships without an eval gate.

Q02

What's a common AI systems use case in Fintech?

Typical engagements include: Underwriting copilots with document extraction + audit trail; Transaction narrative & SAR draft generation. Every build ships with an eval gate, observability, and a 30-day hyper-care window.

Q03

What compliance and risk does Fintech add?

PSD2/3, DORA, NIS2 and data-residency all apply. We bake the control evidence into the build — runbooks, logs, and a compliance register you can hand to your auditor on day one.

LET'S GET STARTED.

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Let's get started.

Send an email or book a 30-minute call.

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