Fixed-scope operational overhauls for teams with real pressure.
Every engagement ships with structured data, reviewable decisions, and a system your operators can correct instead of fear.
001New foundation sprint
Data Transformation & AI-Readiness
Starting at ~$6k
Restructure your operational data so AI can actually work for you alongside the systems you already run. Most businesses cannot deploy AI today because their data is fragmented, inconsistent, or trapped in spreadsheets. We migrate, clean, and structure the foundation everything else builds on.
Stack
PostgreSQL, Python, ETL pipelines, schema design, LLM-assisted data cleanup
Example
A clinic's 3 years of patient records, billing data, and referral history scattered across QuickBooks, ChiroTouch exports, Google Sheets, and Gmail, unified, cleaned, and structured into a single source of truth. Ready for reporting, AI agents, and operational automation.
002Parser sprint
AI Document Parser
Starting at ~$6k
Automated intake and document intelligence for the systems you already use. Insurance cards, IDs, faxed records, and structured forms are parsed into clean, routable data that integrates into your system, not ours.
Stack
AWS Textract or LLM vision (Claude/GPT-4V), Python, custom API layers, secure document storage
Example
Patient snaps a photo of their insurance card from their phone before arrival. AI extracts name, DOB, member ID, and group number. Data flows into your operational dashboard automatically. No front-desk typing.
003Governance sprint
Workflow Governance
Starting at ~$12k
The operational layer that sits alongside your existing systems. Signal routing, task management, audit trails, and human-in-the-loop workflows for high-volume operations.
A denied claim triggers a signal. The right task routes to the right person with full context: payer code translated to plain English, dollar value attached, recommended action attached. Every action is logged. No more spreadsheet tracking.
004Platform build
Custom Integration & Platform Build
Starting at ~$18k
Full end-to-end implementation that integrates with what already works. We design, build, and operate the digital infrastructure around your business: marketing site, intake portal, operational dashboard, and integrations with your existing systems.
Stack
Nuxt 3, Vercel, Python, AWS, custom API layers, integration with EHRs, CRMs, accounting systems
Example
A PI clinic's full operational stack: high-end marketing site, secure patient intake portal, AI-powered document parsing, denial classification, and attorney referral workflows, all running alongside their existing EHR.
Section 003 / Live Deployments
Live Deployments
Real production systems we own and operate. Built so operators can focus on what they actually do - and we handle everything else.
$150K
Active AR tracked
19
Signals live
647
Line items parsed
116
Denials caught
Healthcare
BIAF
"The doctor only treats." A full operational stack running alongside the clinic's existing EHR.
End-to-end billing with referral-loop tracking.
Patient case management from intake through settlement.
Attorney referral marketing engine.
Accounting and finance offloaded entirely.
Cumulative AR tracked$250K
ArchitectureHIPAA-aware
EHR migrationNone
Membership
Torch Workspace
A product we built and operate. Infrastructure and operational platform for membership organizations, proving we ship and run vertical products with the same engineering we bring to operators.
Powers 20+ chapters and organizations with managed websites, member infrastructure, and automation.
Full platform includes directories, events, dues, communications, and officer dashboards.
Full platform shipping September 2026.
ProductOwned
Organizations20+
PlatformSep 2026
Real Estate
PCP
The operational layer for residential real estate. Property-type-agnostic infrastructure for Section 8, single-family, multi-family, and commercial portfolios.
Compliance for inspections, recertifications, and regulatory reporting.
Tenant finding through marketing, screening, and lease-up workflows.
Property management for communications, rent collection, and day-to-day operations.
Finance automation for payment tracking, owner distributions, and expense management.
Repairs and prevention through work order management and preventive maintenance.
Current marketsDC + FL
PortfolioSection 8
ExpansionMulti-type
Section 004 / Lead Intake
Get an Operational Audit.
Tell us the bottleneck, the scale, and whether you are ready to overhaul. The first pass is about finding the leverage point.