A disciplined 5-phase path. Real code written in your private repo. Half paid upfront, half only when your agreed ROI metric moves.
Book a 30-min callIsolate, codify, build, validate, deploy. Every engagement follows this exact engineering discipline.
Identify the highest-cost operational leak
We isolate where manual copy-pasting, checklist delays, and single-person dependencies stall revenue or create errors.
Live shadowing your lead operator, timing manual steps, and inspecting actual Slack, CRM, and sheet data flows.
Quantified operational leak report and exact ROI calculation spreadsheet.
Map decision trees and edge cases
We extract the exact heuristic checks, validation rules, and triage logic currently trapped inside your lead operator's head.
Interactive whiteboarding of trigger events, logic gates, model choices, and human-in-the-loop sign-off criteria.
Complete technical architecture blueprint that you own unconditionally.
Engineer production code inside your daily tools
We engineer the custom software pipelines directly inside the tools you already open: Slack, Airtable, CRM, ERP, and SQL.
Clean TypeScript and Python code written in your private repository with real data triggers and automated error handling.
Working software pipeline running in staging against real historical data.
Parallel testing with zero disruption
We run the automated pipeline in shadow mode alongside daily work to verify 100% accuracy on weird edge cases before cutover.
Software processes live incoming data while operators compare outputs; prompts and logic are refined in real time.
100% verified adoption and lead operator sign-off with zero workflow disruption.
Live cutover and metric confirmation
We deploy to production. The software handles 90% of routine processing; your team retains final sign-off on exceptions.
Full production cutover with automated monitoring, reasoning telemetry, and direct support in your Slack channel.
Production software in your private repo. Second payment only due when the agreed ROI metric moves.
Zero hidden surprises. Complete transparency on expectations from day one.
Bring the operational task that takes too long. In 30 minutes, a Senior Systems Architect will review your workflow and tell you directly if custom software can solve it with clear ROI.
