Secure, governed, production-ready AI infrastructure — designed for the constraints and complexity of operational businesses.
The challenge isn't building AI. It's building AI that works within your existing constraints — and actually delivers business value.
Enterprise-grade systems that integrate AI where it matters — without the hype, without the risk.
Process automation with intelligence embedded at decision points — not bolted on after.
Multi-tenant apps for teams, partners, and customers — with roles, audit trails, and real-time data.
Extraction, classification, and routing that actually works with your messy real-world documents.
Row-level security, tenant isolation, and compliance-ready infrastructure from day one.
Observability, guardrails, and audit logging built into every AI interaction.
Every layer has a purpose. Every connection is intentional. We design for maintainability, security, and scale.
A structured path from discovery to production — with continuous delivery and clear milestones.
Map your operational reality — systems, data, workflows, constraints. Define what success looks like.
Architecture blueprints, integration strategy, security model, and phased delivery plan.
Iterative development with continuous validation. Working software every sprint.
Deployment, monitoring setup, team training, and documentation handoff.
Ongoing optimization based on real usage data. Expand capabilities as you learn.
Security is architectural, not an afterthought. We implement row-level security, encryption at rest and in transit, SOC 2-aligned practices, and comprehensive audit logging. For regulated industries, we design for HIPAA, PCI, or industry-specific requirements from the start.
A focused MVP typically takes 10-14 weeks from kickoff to production. Complex multi-system integrations may take 16-24 weeks. We deliver working increments every 2 weeks so you see progress continuously.
You do. Everything we build is yours — source code, infrastructure configurations, documentation. We use standard technologies (TypeScript, PostgreSQL, cloud-native patterns) so you're never locked in.
We meet your systems where they are. Whether it's REST APIs, database connections, file drops, or message queues — we build adapter layers that translate between old and new without disrupting existing operations.
Most enterprise data is. We build systems that handle real-world messiness — validation layers, fallback logic, human-in-the-loop workflows for edge cases. Perfect data is a myth; robust systems are not.
Let's start with a focused conversation about your operational challenges. No sales pitch — just systems thinking.