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. Twenty-five 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, comprehensive testing, and the kind of error handling you only learn from years of 3 AM outages.
Start a ProjectProduct Platforms
Turnkey SaaS products for businesses that want AI-powered automation without the custom build. Social media management, code review intelligence, smart inventory — ready to deploy, built by the same team that runs enterprise systems for Fortune 500 brands.
Explore ProductsWork 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.
Our Product Portfolio
We don't just consult — we build and ship our own products. Every platform below is designed, developed, and operated by our team.
SocialSync
AI-powered social media for home service businesses.
Generate platform-specific content across Instagram, Facebook, Google Business, and Nextdoor. Automated scheduling, engagement analytics, and Claude AI content generation.
CodeGuard
Enterprise code review, powered by AI intelligence.
Automated security scanning, SOLID principle enforcement, and vector-based code intelligence. CQRS architecture with semantic code search.
PantryIQ
Smart pantry management that reduces food waste.
Track household inventory, monitor expiration dates, and get recipe suggestions based on what you have. Real-time cross-device sync.
E2E Testing Engine
Cross-browser testing that catches what humans miss.
Playwright-powered end-to-end test automation with visual regression detection and accessibility compliance validation.
Why Data & Business Solutions
We Were Building Software Before IDEs Were Accepted
We've been in the trenches for over 25 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 serving Marriott, United Rentals, and Blue Cross Blue Shield.
We Build Products, Not Just PowerPoints
Our product portfolio isn't a roadmap — it's running in production. SocialSync, CodeGuard, PantryIQ, and our E2E Testing Engine are real products built by our team using the same patterns and 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.
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 25 years and knows exactly where AI fits — and where it doesn't.
No pitch decks. No sales scripts. Just a senior engineer who listens.