Production deployments

Four industries.
One framework.

Five featured case studies — each live, each solving a real problem. Not pilots, not demo environments, not case studies written after failed projects. Running systems with real clients, real data, and measurable outcomes.

5Live deployments
4Distinct industries
175+Hours automated
ActiveFederal case running
Live — $11.5M Active Federal Case
Litigation & Legal AI

PleaBrain

Not a chatbot. A case-building machine. Currently running inside an active $11.5 million ASBCA federal procurement dispute. It builds your timeline, writes your motions, surfaces your evidence gaps, and constructs arguments backed by every document in the corpus — with attorney approval at every step. Conservative estimate: $60K–$200K in billing capacity recaptured per case.

$11.5M federal case — live, active, real stakes
Legal motions drafted & submitted — proper, sourced, human-approved
Active case timeline — structured, sourced, evolves as evidence is added
$60K–$200K+ per case — conservative billing capacity recaptured
Node.js · PostgreSQL · pgvector · MeiliSearch · OpenAI · Docker · Caddy
PleaBrain — Case Intelligence
2,400+
Docs Indexed
Motions
Written & Filed
Live
Case Timeline
Motion Draft Request
"Draft a motion for summary judgment on the delay claim. Source every factual assertion."
Draft ready for attorney review — 8 sources · 14 timeline entries cited
Motion drafted. All factual claims sourced: Exhibit 47, Contract Mod #8, RFI #22, Email chain 09-14 through 09-28. Open loop flagged: subcontractor notice date — confirm before filing.
Read the full case study →
Live — Food Commerce Platform
Health & Food Commerce

Nutrifunction

Dish name → live Shopify product in 15 minutes. USDA FDC-sourced nutrition data with confidence weighting, ingredient-level cost math from real supplier data, suggested pricing, allergen tags, and one-click publish via full Shopify OAuth. An independently deployed platform built specifically for food commerce operations at scale.

100+ menu items created — 15 minutes each, down from 2–3 hours
175+ staff hours saved — in the first deployment alone
USDA FDC confidence weighting — Foundation Foods preferred, not AI estimates
Full Shopify OAuth — one prompt, one review, one click to live product
Node.js · PostgreSQL · OpenAI · USDA FDC API · FatSecret · Shopify Admin API · Docker
Nutrifunction — Menu Builder
100+
Items Created
15 min
Per Item
Live
Shopify
Input
"Salmon quinoa bowl, single serving"
Structured Output — Ready to Publish
487cal · 42g protein · $4.38 cost · $18.99 price. USDA FDC sourced. Shopify: ✓ published.
Read the full case study →
Live — Clinical Wellness Platform
Functional Medicine & Clinical

Blended Functional Medicine

Lab PDFs and bloodwork → structured biomarker extraction → personalized wellness plans with every recommendation sourced to a specific test value. Independently ported from the same core infrastructure as Nutrifunction — built for an entirely different clinical workflow. Also cross-integrates: BFM wellness plans surface Nutrifunction meal products that match the patient's nutritional profile.

Lab PDF → structured biomarkers — extraction, flagging, clinical context
Sourced wellness plans — every recommendation traces to a specific lab value
Practitioner-gated output — review and approval before anything reaches patients
Cross-integration with Nutrifunction — same infrastructure, two independent deployments, one connected workflow
Node.js · PostgreSQL · OpenAI · PDF extraction · Biomarker ontology · Shopify cross-link · Docker
BFM — Wellness Intelligence
Lab PDF
Input
Sourced
Every Rec
Live
+ Nutrifunction
Patient Upload
Bloodwork PDF — ferritin 12 ng/mL, B12 142 pg/mL, D3 18 ng/mL
Structured Output — Wellness Plan + Meal Recommendations
3 deficiencies flagged. Iron, B12, Vitamin D protocols generated. 4 Nutrifunction products matched to nutritional profile. Practitioner review: pending.
Read the full case study →

Your industry is next.

The infrastructure is proven. The case studies are real. A new deployment starts with a scoping call — not months of setup.