AI transformation, in production.
A look at what senior-led pods have shipped alongside ambitious operators and founders.
Automated contract ingestion & revenue reconciliation with NetSuite
Replaced a manual, multi-day contract-to-revenue reconciliation process with an AI pipeline that ingests contracts, extracts deal terms, and reconciles against NetSuite invoices automatically.
Automated trade capture from comms + margin optimization
Built an AI layer that listens to email, chat, and voice transcripts, posts captured trades directly into the trading portal, and runs a margin optimizer across the resulting book.
Ops Copilot — WhatsApp follow-ups, CRM updates, and site image verification
An always-on operations Copilot that runs the full project lifecycle — chasing customers and installers on WhatsApp, updating the CRM, and verifying site progress from uploaded photos.
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