What We Do
Services for banks & insurance
Three clear engagements — audit, build, or fractional leadership — focused on claims, servicing, and compliance-heavy AI that actually ships.
AI Readiness Audit
In 2 weeks, we audit your current workflows, identify the 3 highest-ROI automation opportunities, and give you a prioritized roadmap with cost estimates.
Build Partnership
We lead the architecture and build. Weekly check-ins. Full documentation. Clean handoff to your team. You get a production AI system, not a prototype.
Fractional AI CTO
We join your leadership team part-time. Code reviews, architecture decisions, hiring calibration, technical strategy — without the full-time salary.
Our Process
Discover
Map workflows, data boundaries, and compliance constraints so scope is honest before we write code.
Design
Architecture, evaluation harnesses, and rollout plan with clear acceptance criteria and risk controls.
Build
Ship incrementally behind flags with tests, observability, and human escalation paths wired in.
Ship
Launch to real users, watch production metrics, and tighten loops with operators and risk owners.
Engagement Models
Three clear ways to work together. Sprint for clarity, build for delivery, or embed for the long haul.
Audit & Strategy
AI Readiness Audit
- 2-week technical deep-dive
- Full audit of your current AI stack
- Architecture roadmap document
- Technology selection & cost analysis
- 90-minute debrief call
Full Cycle
Build Partnership
- Cyprian leads architecture
- Team builds & deploys your AI systems
- Weekly syncs with engineering
- Production deployment & documentation
- Full handoff to your team
Leadership
Fractional AI CTO
- Fractional CTO engagement
- AI strategy & team mentorship
- Code reviews & architecture oversight
- Monthly stakeholder reporting
Common Questions
How long does a typical engagement take?
Do you work with proprietary data sets?
What AI models and providers do you support?
Can you help scale our existing AI systems?
Do you work with companies outside the US?
Can you work alongside our existing engineering team?
What does the AI Readiness Audit deliver?
How do you handle model and vendor choice?
Can you sign NDAs and work under procurement processes?
What time zones do you cover?
Let us Talk About Your AI
Currently accepting three new engagements for Q2 2026. Book a 30-minute technical consultation to see if we’re the right fit.
Book a Call