Credit scoring, fraud detection, automated KYC, customer assistants: we integrate AI into fintech products with regulatory guardrails and the required precision.
AI × fintech
What you get
They trust us
Industry stakes
Integrating AI into a fintech product requires higher rigor than any other sector. An erroneous credit recommendation, a false fraud detection, a poorly automated KYC: each error costs dearly financially and regulatorily.
The European AI Act also requires complete traceability of automated decisions, human guardrails for high-impact cases, exhaustive documentation of models used.
Our approach
We integrate AI into fintech products with structured outputs (JSON-constrained responses), grounding on your internal documents (RAG), automatic output validation, systematic human fallback on high-impact cases.
Every AI decision is logged with its context, inputs and outputs to respect AI Act and facilitate audits. No black box — every recommendation is replayable and explainable.
Recent projects where we made a measurable impact.
Clutchain
Mobile-first gaming product connected to FACEIT, with progression loops, rankings, rewards, and web conversion journeys.
LAUNCH IN PROGRESS
Clink
Web-first whitelabel platform for bio-links and digital business cards, with advanced branding, admin operations, monetization, and real-time analytics.
+500 active entrepreneurs
MyBudly
Mobile+web social ecosystem with gamification, real-world tree planting, mini-games, AI features, integrated crypto wallet, and premium monetization.
€2,000,000 raised
Le Monde
Continuous Sirius evolution to harmonize editorial workflows and streamline newsroom collaboration.
3M+ written articles
COMING SOON
We have supported many other projects. Additional detailed case studies are being prepared to share our approach and measurable outcomes.
Credit scoring (increase precision without replacing committee), real-time fraud detection (flag vs block), automated KYC (OCR documents, false identity detection), customer assistants grounded on your T&Cs.
We avoid "gadget" cases (free financial advice generation, etc.) that pose more risk than value.
Exhaustive model documentation, decision logging, complete audit trail, human guardrails on high-impact decisions (credit, account closure, etc.).
We scope these requirements from the start — compliance built in, not added as late patch.
Depending on the case: Claude excels at long analysis and fidelity, GPT on multimodality, Mistral on European sovereignty. For very high volumes or ultra-sensitive data, we sometimes deploy open-source models internally.
We decide with you based on your regulatory, budget and data sensitivity constraints.
Go deeper
Add useful AI features without overcomplicating your product
We integrate AI directly into your product journeys to enrich user experience, accelerate tasks and strengthen perceived value.
View pageIndustryCompliant, secure fintech apps built to scale
Payments, KYC, trading, insurance, crypto: we build financial products that meet regulatory standards and handle traffic spikes.
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