From AI intent to
deployed software—fast.
AI-accelerated engineering that delivers at the speed your business demands—without sacrificing the security, reliability, and observability your operations require.
We're onboarding early conversations now. Secure your spot before launch.
Two paths to production
Whether you're finding your way or ready to build, we meet you where you are.
AI Use Case Discovery + ROI
Identify the highest-impact AI opportunities in your organization and build the business case to act.
What You Get
- Prioritized use cases with feasibility ratings
- ROI model with assumptions documented
- Delivery roadmap and architecture outline
- Risk and governance notes
- Success metrics and evaluation plan
Rapid Build / Acceleration
Turn validated ideas into production-ready software with velocity that matches your ambition.
What You Get
- Working increments shipped continuously
- Production-ready architecture
- CI/CD pipeline configured
- Observability dashboards and alerts
- Secure-by-default patterns
A clear path from idea to deployed
Structured enough for accountability, flexible enough for reality.
Align
Define the problem, constraints, and success metrics together.
Discover
Map use cases, model ROI, and validate feasibility.
Build
Rapid implementation with tight feedback loops.
Harden & Handoff
Reliability, security, observability, and documentation—or continued support.
Enterprise rigor, at hyper speed
Speed without shortcuts. We move fast because we do it right the first time.
Senior-Only Execution
Every engagement is staffed by experienced engineers. No juniors, no handoffs.
Production-First Mindset
We build to ship, not to demo. Every increment is designed for production.
Observability & Ops Readiness
Logging, metrics, and alerts from day one. You see what your system is doing.
Pragmatic Security & Governance
Security controls appropriate to your risk profile, not checkbox compliance theater.
Clear Documentation & Handoff
Your team inherits clean code and thorough docs. No black boxes.
Idea → Deployed
Real client stories and metrics will appear here post-launch. These examples illustrate the types of problems we solve.
Situation
Manufacturing firm needed to predict equipment failures before they caused downtime.
Approach
Deployed edge sensors with ML pipeline for anomaly detection.
Delivered
Real-time monitoring dashboard with predictive alerts.
40% reduction in unplanned downtime
Situation
Healthcare startup required HIPAA-compliant document processing at scale.
Approach
Built secure extraction pipeline with LLM-powered classification.
Delivered
Automated intake system processing 10K+ documents/day.
85% faster processing, zero compliance incidents
Situation
FinTech company needed to modernize legacy monolith blocking feature velocity.
Approach
Incremental migration to microservices with parallel operation.
Delivered
Event-driven architecture with full CI/CD.
3x deployment frequency, 70% fewer incidents
Situation
Retail chain wanted personalized recommendations without compromising privacy.
Approach
Implemented federated learning approach with on-device inference.
Delivered
Privacy-preserving recommendation engine.
25% increase in conversion, GDPR compliant
Situation
SaaS platform needed to reduce customer churn through proactive support.
Approach
Built predictive churn model with automated intervention workflows.
Delivered
Risk scoring system integrated with support tooling.
30% reduction in churn rate
Situation
Logistics company required real-time route optimization for fleet.
Approach
Developed constraint-based optimization engine with live traffic data.
Delivered
Dynamic routing system with driver mobile app.
18% fuel cost reduction, 22% faster deliveries
Common questions
When are you launching?
Soon. We are in the final stages of preparation and accepting early conversations now. Join our launch list to be notified when we officially open for engagements.
Do you work with my industry?
We work across industries. Our focus is on the engineering challenge, not the vertical. If you have a problem that software can solve, we can likely help.
How do engagements work?
Discovery & Planning is fixed fee with fixed scope. Rapid Build engagements are Time & Materials with clear milestone tracking. We discuss the right model for your situation.
Can you start immediately?
We are pre-launch and building our initial client roster. Early conversations can begin now, with limited slots available for launch engagements. Contact us to discuss timing.
How do you handle security and compliance?
We follow production-grade security practices and can align to your specific compliance requirements (SOC 2, HIPAA, PCI, etc.). Security is built in, not bolted on.
What tech stacks do you work with?
We are cloud-native and stack-flexible. Modern web technologies, data and AI/ML pipelines, infrastructure automation. We recommend tools fit for purpose, not resume-driven development.
Ready to move fast?
Join our launch list for priority access, or reach out directly to start a conversation.