Custom AI infrastructure that structures your data, learns your industry, and automates the work eating your operation alive — returning typed records, cited answers, and real automation chains. Not a ChatGPT wrapper. Not a framework. Built from scratch and deployed in production across five live clients.
Five highlighted deployments across four industries — each live, each running in production. Nutrifunction and Blended Functional Medicine are featured separately: independently ported for distinct workflows, and also integrated. That cross-platform capability is itself a proof point.
Builds your case. Drafts your motions. Reconstructs your timeline. Finds what you're missing before opposing counsel does. Running in an active $11.5 million ASBCA federal procurement dispute — not a demo, not a test, real stakes.
Dish name → live Shopify product in 15 minutes. USDA-sourced nutrition data, ingredient cost math, suggested pricing, dietary tags, and one-click publish. An independently deployed platform built specifically for food commerce operations.
Lab PDFs and bloodwork → structured biomarker analysis → personalized wellness plans sourced to specific test values. Independently ported from the same infrastructure as Nutrifunction — built for an entirely different workflow. Also integrates with Nutrifunction, surfacing meal products in wellness plans.
End-to-end 3D print automation — filament planning, material profiles, slicer variable optimization (temperature, layer height, infill, supports, retraction), queue routing, failure tracking, and operational reporting. Every variable structured. Every decision traceable.
An isolated content platform for sermon preparation and church operations. Document ingestion, search, and structured content output purpose-built for faith communities — proving the core stack deploys cleanly into non-obvious verticals.
The timeline system changed how we approach the case entirely. Research that used to take a paralegal three to four hours comes back in minutes — with citations already traced to the specific documents in the record.
Most businesses sit on years of valuable information buried in formats that can't be searched, analyzed, or acted on — and the cost shows up every single day in staff hours, errors, and missed decisions.
Years of contracts, case files, reports, and intake forms that nobody can find or search across — because nobody built the infrastructure to connect them.
Copy-paste, re-entry, and manual data work consuming skilled people's time every day. For Nutrifunction, that was 2–3 hours per menu item. Now it's 15 minutes.
For our litigation client, finding a relevant exhibit used to mean manually searching folders. Now the answer — with citations — comes back in under a minute.
Labs, intake forms, menus, Shopify, legal documents — none of them talk to each other by default. We build the infrastructure that connects them.
We turn your highest-value workflows into production-ready AI infrastructure — with a clear scope, measurable outcomes, and a system deployed in your environment. No vendor lock-in. No dependency on us to keep it running.
The same infrastructure we built for a federal litigation case powers a health commerce pipeline. The same ingestion system that processes court documents processes lab results. The stack is industry-agnostic. Your domain expertise stays yours.
PDF, DOCX, XLSX, email, HTML — anything becomes searchable, structured data.
BM25 keyword + vector semantic search, fused with RRF ranking and optional reranking.
The core differentiator. AI returns typed records — fields, arrays, citations, costs, statuses — not prose. Every output is downstream-ready: dashboards, reports, APIs, e-commerce listings. More structure = deeper reasoning over time.
Multi-step planning agents that self-direct retrieval, reason over evidence, and synthesize cited answers.
Full Shopify OAuth, product publishing, pricing, and catalog management — connected to your AI workflow.
Job tracking, output reporting, workflow automation — replacing manual operations logs with live systems.
Your system exposed as an AI-consumable API — so Claude, GPT, or your own tools can call into it directly.
Anyone can open ChatGPT and ask a question. The difference is what comes back. Our systems return structured data — real-time results that grow in front of you, connected to full AI reasoning chains, visualizable, exportable, and traced to source.
Unlike a standard chat interface, the output is a record — every answer is a database entry, every inference is sourced, every structured field is a building block for the next query. The system builds context over time. More data in = deeper reasoning possible.
This isn't a static knowledge base. Every new document, session, transaction, and policy update flows into the system. The AI reasons over an evolving corpus — which means the questions it can answer get harder and more specific over time. Your data builds your competitive advantage.
Structured output is the reason this is possible. When AI returns prose, it's a dead end — you can read it but you can't act on it downstream. When it returns structured records, every answer feeds the next query, every inference builds the graph, and the system's contextual understanding compounds with every interaction.
We design the retrieval, automation, and data pipelines around your workflow instead of forcing your operation into a generic AI product. Every component has a clear purpose and a measurable job to do.
Outputs connect back to the underlying documents, page references, and metadata so your team can verify the work. Traceability is part of the architecture, not an afterthought.
We start with one valuable workflow and a clearly defined outcome. Because the core infrastructure is already proven, we can spend our time adapting it to your operation and getting it into real use.
AI accelerates the work while review, approval, and correction remain with the people responsible for the outcome. That oversight is built into every workflow, especially where accuracy matters most.
Your system runs in an environment you control, using durable, widely supported technologies. You retain control of your data, your infrastructure, and the system your operation depends on.
The same core capabilities already support litigation, health commerce, and manufacturing workflows. We bring that production experience to your industry, then shape the implementation around your data, terminology, and standards.
Every engagement follows the same progression — prove value with your actual data before any major commitment. The audit pays for itself if we find what we usually find.
20 minutes. We assess your data situation honestly and tell you if we're not the right fit.
FreePaid diagnostic. Ranked opportunity list, security review, and 90-day roadmap with real project quote.
$3,500 – $12,000Scoped proof-of-concept using your real data. Value demonstrated before any large commitment.
$8,000 – $20,000Production system built to spec. Defined deliverables, timelines, and acceptance criteria.
Project-scopedMonthly tuning, new automations, expansion. The system compounds in value over time.
From $2,500/moIf you have data that isn't working for you — documents, records, workflows — we can scope what's possible in a single conversation.