Prove Information Tax reduction on one critical workflow in ~1 week. A focused engagement to ingest 100 mission‑critical docs/logs into a private Vertex AI Search/RAG corpus and deploy a retrieval/automation interface for one workflow in your business.
In simple terms: I put your internal docs, tickets, and logs into Vertex AI so they answer questions and drive automations instead of your team.
Engineering Grade Infrastructure
The same patterns used to ship production search systems at ScoutLocal get applied to your internal workflows.
We map one workflow, identify the biggest Information Tax leaks, and confirm it’s a fit for a 100‑document pilot before you pay anything.
Once we agree on scope, you pay the invoice, then we schedule the build week.
I map, fix, and upgrade your system. You see progress in real-time.
System goes live. I train your team and deliver documentation.
~2 weeks of support to ensure stability.
Here are real examples of workflows I’ve turned into Capital Systems. Your pilot will follow the same rigor—scoped to just one painful workflow, not a menu of possibilities.
Stop paying humans to answer "Where is my order?" or "How do I reset my password?" This agent resolves Tier 1 tickets instantly using your existing documentation. Deployed as a Capital System: retrieval over your knowledge base plus an automation loop that drafts and sends Tier 1 replies.
Stop updating spreadsheets manually. I build systems that connect your CRM to Stripe/QuickBooks to auto-generate invoices and sync inventory levels instantly. Deployed as a Capital System: an automation loop between CRM, billing, and inventory to remove copy‑paste. Edge cases can be classified with small models on Vertex AI when deterministic rules are not enough.
Stop manual data entry. I use Vision LLMs (Vertex AI Vision) to extract structured data from photos of receipts, invoices, or handwritten notes sent via WhatsApp or Email. Deployed as a Capital System: a vision‑enabled ingestion pipeline wired directly into your CRM/database.
Automate lead management. AI sequences, response classification (hot lead vs. OOO), and smart follow-ups that only engage when necessary. Deployed as a Capital System: a signal engine on Vertex AI that classifies replies and routes only real intent to sales.
Eliminate the "admin gap" after closing a deal. Automatically generate custom contracts, send Stripe invoices, and spin up Slack channels/Google Drive folders. Deployed as a Capital System: an onboarding automation loop triggered from “Closed Won”. Exceptions and special cases can be routed through Vertex AI for classification when simple rules are not enough.
Stop manually checking competitor pricing pages. An automated agent scrapes key competitor sites weekly/daily and alerts you of pricing changes or new features. Deployed as a Capital System: scheduled retrieval and summarization over competitor sites.
Replace “ask in Slack” with a system that answers questions from internal docs, SOPs, and tickets. This assistant sits on top of your internal knowledge and gives grounded answers instead of guesses.
Each Capital Systems Pilot is deployed on Google Cloud (Vertex AI by default), using one of three patterns; the outcome is the same—less manual routing, more reliable automation. For most pilots, that means standing up a Vertex AI Search or RAG corpus over your documents, then wiring signals and automations around it.
We use your CRM’s own automation engine (HubSpot workflows, Pipedrive automations) to handle most of the logic. Good for simple rules that marketing/RevOps can tweak.
We write small Python/JS scripts inside HubSpot Ops Hub or Zapier Code steps. Good when you want enrichment and normalization without introducing new infra.
We deploy a lightweight Node.js API to handle complex routing. Best for teams that care about Git history, code review, and treating automation like real product code.
No generic templates. I build a narrow Capital System for your unique workflow.
$2,500 (scoped to one workflow). No hidden hourly billing.
You own the source code. Hosted on your cloud.
~2 weeks of support to ensure stability.
"I don't outsource. You get enterprise-grade code written by me personally."
Because I sell custom IP, not a generic SaaS tool. Every automation is architected for a specific client's database. I don't re-sell other people's bots.
Estimated Turnaround: ~1 Week
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