AI without Domain Knowledge is just fancy autocomplete.
The AI market hit $2.5 trillion in 2026, but only 39% of companies see real ROI. The gap isn't the technology. It's the experience behind it. Thirty years of enterprise architecture means we know where AI transforms a business and where it's an expensive distraction.
Years Building Enterprise Software
AI-Powered Code Reviews
Custom AI Skills in Production
Max Token Cost Reduction via PTC
What We Build
AI Consulting & Strategy
Seventy-eight percent of organizations have adopted AI, but most aren't seeing returns. We help you close that gap, multi-LLM orchestration, token optimization that saves 85-99% on API costs, and architectures proven across 49 real projects. Strategy from engineers who ship, not consultants who theorize.
Talk to an AI StrategistCustom Development
Enterprise systems built to last. .NET, Next.js, SQL Server, PostgreSQL. We architect and deliver production platforms with clean separation, tests that cover the edge cases, and the kind of error handling you only learn from years of 3 AM outages.
Start a ProjectSystems Integration
Connecting enterprise systems that were never designed to talk to each other: ERP, identity and SSO, cXML punch-out across 12+ procurement platforms, fulfillment, payments and HIPAA-regulated file exchange. The work behind 300+ storefronts in production.
See Integration WorkWhy Data & Business Solutions
We Were Building Software Before IDEs Were Accepted
We've been in the trenches for 30 years. When we started, "real developers" wrote HTML in Notepad and gave you a hard time for using an IDE. Each wave of tooling, the gatekeepers resisted, and the practitioners adapted. Now AI coding tools are used by over half of all developers daily, and the MCP ecosystem has exploded to 10,000+ integration servers. We don't just observe this shift, we build production systems inside it.
“AI without that foundation is just fancy autocomplete. AI with that foundation is transformative.”
Practitioners, Not Just Advisors
We don't hand you a strategy deck and disappear. We write the code. We architect the systems. We debug the 3 AM production issues. When we recommend an approach, it's because we've shipped it, across 49 projects and enterprise systems running daily commerce for national brands.
We Build, Not Just PowerPoint
We test new patterns on our own builds before they touch a client system. SocialSync and PantryIQ were designed and built by us, with the same architecture and review standards we bring to client work.
We Close the ROI Gap Others Create
The AI industry has a dirty secret: 78% of organizations have adopted AI, but only 39% report meaningful business impact. The problem isn't the models, it's treating AI as a software layer on top of old workflows instead of re-engineering for it. We bring the process redesign, architecture depth, and token cost engineering that turns AI experiments into production ROI.
Work That Speaks for Itself
AI-Powered Code Review Automation
179 automated reviews with 4-scanner security pipeline. 31 critical + 188 high severity findings caught automatically. Human reviewers focus on flagged findings, not full file reads.
JITI Dashboard: Manufacturing Inventory Intelligence
12-month forward projections with CNY blocking detection, container logistics calculation, and AI-generated ordering recommendations in supplier-ready REC CAPS format.
Enterprise Mailing & Postal Compliance
Unified mailing and multi-carrier shipping platform. CASS/NCOA postal compliance, presort optimization, rate shopping across 10 carriers, HIPAA-compliant audit trails.
Ready to Build Something That Actually Works?
You've read the decks. You've seen the demos. Now talk to someone who's shipped enterprise systems for 30 years and knows exactly where AI fits, and where it doesn't.
No pitch decks. No sales scripts. Just a senior engineer who listens.