AI integration & AI-native product development
We embed intelligence into financial products and operations — with governance, audit trails, and human oversight built in from day one.
Integrate AI into what you have
Most organizations don't need to rebuild from scratch — they need AI capabilities embedded into existing platforms. We integrate LLMs, agents, and ML models into your current systems: copilots for customer service, document intelligence for KYC, automated reconciliation, and intelligent search across operational data.
- ✓ Conversational AI & banking assistants
- ✓ Document extraction & classification
- ✓ Fraud detection & risk scoring models
- ✓ Intelligent workflow automation
Build AI-native products
For organizations ready to launch products where AI is the core value proposition — not an add-on. We design and build applications where AI agents, LLMs, and machine learning drive the user experience from the ground up.
- ✓ AI-powered financial advisors
- ✓ Agent-based dispute resolution
- ✓ Smart onboarding & KYC automation
- ✓ Adaptive operational copilots
AI products & platforms
Xadi — AI CFO
AI-first accounting and bookkeeping platform — automate financial operations, reconciliation, reporting, and compliance with your AI CFO cofounder.
Zest AI Agents
Governed AI agents for banking — servicing, sales, and operations with explicit authorization, shared context, and full audit trails.
Zest AI Studio
Platform for building and deploying AI-powered financial products — LLM integration, RAG pipelines, agent orchestration, and MLOps.
Governance is not optional in finance
Every AI solution we deliver includes human-in-the-loop controls, audit trails, prompt versioning, model monitoring, and compliance-aware data handling. In regulated industries, explainability and accountability are requirements — not nice-to-haves.
Human-in-the-loop
Full audit trails
Model monitoring
Ready to build with AI?
Whether you're integrating AI into existing systems or launching an AI-native product — let's talk.