Strategic guidance and custom solutions to bring your AI vision to life.
Sometimes the right answer isn't a better prompt or a new platform. It's building something custom. When off-the-shelf tools fall short, we design and build AI systems tailored to your specific needs.
Standard AI tools are powerful, but they're built for general use cases. Your business has edge cases, proprietary data, specific terminology, and workflows that don't fit neatly into existing products.
That's when you need custom development. Not because it's impressive, but because it's the only way to get the result you need.
Autonomous systems that handle end-to-end workflows. Invoice reconciliation, support triage, document processing, compliance review—tasks that used to require human coordination across multiple steps.
When general-purpose models aren't enough. Fine-tuned on your data, your terminology, your edge cases. Built for the specific task at hand, not for every possible task.
AI-powered features and products that create competitive advantage. From proof-of-concept to production, we help you build what doesn't exist yet.
We don't build in isolation. Every project starts with understanding your constraints—technical, organizational, and regulatory. Then we build iteratively, with frequent checkpoints and real user feedback.
Define the problem clearly. What does success look like? What are the constraints? What data do we have to work with? We build a tight spec before writing any code.
Iterative development with frequent demos. We use your real data and real edge cases throughout. No surprises at launch.
Rigorous evaluation against edge cases. We build evaluation systems that tell you how the AI is performing—not just accuracy, but the specific failure modes that matter for your use case.
Handover of codebase and documentation. Integration into your CI/CD pipeline. We don't build black boxes—we build systems your team can own.
Ongoing monitoring and improvement. AI systems drift over time as data changes. We help you keep them healthy.
Most AI projects fail because nobody knows if they're working. We build evaluation into every project from the start.
What we measure:
What you get:
Sometimes the goal isn't automating existing work—it's building something new. We help companies explore what's possible with AI and turn ideas into working products.
What could you build that doesn't exist yet? We help you identify AI-powered products and features that create real competitive advantage.
Test ideas before committing. Fast prototypes that answer the key question: will this work? Built to learn, not to ship.
Add AI capabilities to existing products. We work with your team to build features that integrate cleanly with what you already have.
When the prototype proves out, we build for scale. Robust, maintainable systems that your team can operate and improve.
Intelligent document intake. A healthcare company needed to process thousands of patient records daily. Off-the-shelf OCR wasn't accurate enough for their forms. We built a custom extraction pipeline that handles their specific document types with 99%+ accuracy, including handwritten notes and non-standard layouts.
Internal knowledge agent. A professional services firm wanted their consultants to access years of institutional knowledge instantly. We built an agent that searches their document repository, synthesizes relevant information, and generates draft responses—cutting research time from hours to minutes.
Competitive intelligence system. A retail company wanted to track competitor pricing and product changes across thousands of SKUs. We built a monitoring system that scrapes, normalizes, and alerts on changes—with custom logic for their specific market dynamics.
From stealth to revenue in under a year. We helped Syntax build a platform that's changing how healthcare organizations model and negotiate value-based contracts.
From concept to funded startup in six months. We helped Quiller build an AI platform that's changing how progressive campaigns raise money.
A production-ready dementia care platform in six months—with full HIPAA compliance and EHR integration.
Let's talk about what custom AI can do for your business.