Every hour spent digging through tools is a hidden Information Tax eating your margins. We reclaim that time by engineering custom Capital Systems—private AI engines that turn scattered data into instant action.
Agentic AI built for action, not chatbots.Most SaaS teams pay a heavy tax on manual search and context switching.
Here is where the bleeding happens.
Crews hunting through email, SharePoint, PDFs, or group chat for SOPs, permits, and safety check steps before they can act.
Sales and estimating teams burning hours re-answering the same technical and compliance questions, rebuilding RFIs and proposals from scratch.
Managers pulling data from 4–5 tools—CRM, billing, ops spreadsheets, time-tracking—just to prepare a review or check business health.
Calculate the annual EBITDA drag from manual search and lost context.
Formula Basis
Calculation applies a standard 1.3x Labor Burden multiplier (taxes, benefits) to your hourly cost.
Annual Information Tax
Recurring annually without intervention.
Even a single workflow leak of this size can justify a $2,500, 100‑document pilot in under a quarter.
Stop the BleedingWe build on your stack — not ours.
A 3-step process to quantify your opportunity and demonstrate immediate asset value.
We map exactly where your high-leverage people are hunting for answers or doing manual glue work (permits, contracts, SOPs, reports).
I quantify the Information Tax (hours × rate × opportunity cost) and design the Capital System to remove it. You see the "Future State" architecture before we build.
We ingest 100 mission-critical documents/logs into a private search/RAG corpus in your cloud — Vertex AI, OpenAI, Anthropic, Gemini, or self-hosted pgvector and demonstrate immediate EBITDA recovery. You see the asset work in your environment.
How we think: Structural changes, not just better colors.
"Stop passing permit PDFs around in email. Move to a live job record where permit requirements, status, and documents are all attached to the work order."
We deploy different Capital Systems depending on where your Information Tax is highest.
For crews and operators who need instant answers.
Embed retrieval into the tools your teams already use so they can pull exact steps,
specs, and permit requirements in seconds instead of hunting through PDFs, email, or chat.
For managers who need a clean signal, not five dashboards.
Aggregate key events from CRM, billing, ops, and time-tracking into a single briefing so
leaders stop pulling reports from multiple tools and can act on exceptions immediately.
For founders and admins drowning in glue work.
Automate the “contract → invoice → onboarding → compliance” loop so
senior people are not doing $20/hr data entry or checking if X happened across systems.
I build permanent data assets (indexes, retrieval graphs) that compound in value, unlike fragile scripts.
We start with a $2,500 High-Yield Pilot to prove the Information Tax reduction before any large commit. No hourly billing surprises.
You work with the Principal Systems Architect who designs internal architectures around risk, controls, and EBITDA—not a junior dev experimenting on your production data.
We identify your existing "search tax" and "manual tax" and model the EBITDA recovery. Free.
Start AssessmentStraight answers for technical leaders.
We build on your stack — Vertex AI, OpenAI/Azure, Anthropic, Gemini, or Postgres + pgvector. We use the right LLM for each job behind a stable API layer so you’re never locked to a single model vendor.
You get ingestion of 100 mission-critical documents/logs into a private retrieval architecture, a formal Information Tax assessment (annualized EBITDA drag), and a working Capital System interface your team can test in 48 hours.
We deploy logically isolated environments (VPCs) on major clouds. Your documents are never used to train public models. Every answer includes citations, and the system is engineered to say "I don't know" rather than hallucinate.
No. You own your data and vector index. Our architecture is built on open standards — HTTP APIs, Postgres + pgvector, containerized services — so you can move between Vertex AI, Azure OpenAI, Anthropic, and Gemini without rewriting everything. We design and deploy the Capital System, we don't lock your IP in a black box.