The AI layer your product has been waiting for.
Embed intelligent features into your product — semantic search, recommendations, AI co-pilots — without rebuilding your stack from scratch.
Start where you are.
Build toward the frontier.
We meet you at your current maturity level and build a clear path forward — from foundational implementation to research-grade capability.
Smart Features
- Semantic search for your product
- AI-powered recommendations engine
- Smart autocomplete & inline suggestions
- Summarization & explanation features
- Natural language filters & querying
Product Co-pilots
- Conversational chat interfaces (in-product)
- Context-aware AI assistants
- Automated insight & anomaly surfacing
- Natural language to action translation
- User-facing AI with guardrails & attribution
Autonomous Workflows
- AI-powered onboarding & activation flows
- Predictive churn detection & intervention
- Auto-generated reports, digests & alerts
- Multi-tenant AI architectures
- Fine-tuned models on per-tenant data
Shipped artifacts, not slide decks.
Every engagement ends with working software, documented systems, and a team that knows how to extend them.
AI feature implementation
Fully shipped feature — backend, model, and UI — integrated into your existing product codebase.
Multi-tenant architecture
Designed for SaaS from day one — data isolation, per-tenant customization, shared inference.
Latency & cost optimization
Caching strategies, model selection, and batching designed to keep inference costs predictable.
Feature docs & SDK handoff
Developer documentation and internal SDK so your team can build the next feature without us.
Your FinTech & Accounting
AI stack
starts with one call.
Book a 30-minute strategy session. We'll map your specific opportunity in fintech & accounting ai, identify the highest-leverage starting point, and tell you exactly what an engagement looks like.