Every hour spent digging through tools is a hidden Information Tax eating your margins. We reclaim that time by engineering custom Capital Systems through private AI engines that turn scattered data into instant action.
Reclaim 10+ hours per week per high value head.
Eliminate context switching with agentic data synthesis.
Deploy securely within your own private cloud infrastructure.
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.
Estimate this for a single role or workflow, not your whole company.
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 at typical SaaS margins.
STOP THE BLEEDINGENGINEERING STRATEGY: BUILT 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. We build on your stack, not ours.
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. We support 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.
Focus on 'Instant Answers' and eliminating document hunting. Embed retrieval into existing tools so teams pull specs in seconds instead of searching PDFs.
Focus on 'Clean Signal' and aggregating CRM, Billing, and Ops. Turn fragmented data into a single autonomous briefing for management.
Focus on 'Operational Velocity' and automating the contract-to-onboarding flow. Reclaim senior leadership's time by engineering out glue work.
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. Output is a tactical architecture document.
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