What We Built, and What Changed.

A farm bookkeeper retyped every co-op, dealer, chemical and fuel bill by hand, and a mis-keyed or dropped line only surfaced months later when the books would not reconcile.

Photograph a bill and two independent reads have to agree on every section total before anything posts; allocation to field, entity and Schedule F category follows, and anything uncertain waits in a review queue.

Nobody could say what material was sitting at which site without phoning operators in the field, and transport and reconditioning costs were quietly eating the margin on stock that should have been an asset.

A centralized, role-aware inventory application with live counts per site, inter-site transfers on a full audit trail, and cost formulas that revalue material as it moves and gets reconditioned.

The same submission data was retyped three to five times across the CRM, carrier systems, pricing spreadsheets and billing, and the principal had no live view of the book while two new carrier markets were coming online.

An intake pipeline that classifies every broker document, extracts the fields with two models cross-checking each other, and writes the result back into Salesforce — with anything low-confidence held for a human to review.

There was no live view of financials or operations across branches, load-level profitability did not exist as a number anyone could look up, and weekly reconciliation ate a full day of admin time.

Five operational dashboards covering workforce, revenue, safety, goals and routes, sitting on an automated back-office layer that parses bills of lading and rate confirmations and reconciles the week.

Office staff spent 40+ hours a week reading invoices, coding line items to cost centers and chasing approvals, and the volume was growing past what the team could absorb.

An assistant trained on the company's own vendors, GL codes and approval chains that reads an invoice in any format, extracts the line items, flags anomalies and routes it to the right approver.

Tens of thousands of dormant customer records sat scattered and broken across several systems, and the only outreach was whatever the office staff found time to send by hand.

An outreach engine that cleans and segments the customer data, writes each message from that customer's service history, equipment age and season, and sends by SMS and email on its own daily schedule.

A thesis and two co-hosts, with no website, no brand identity, no studio and no way to get an episode in front of anyone.

The whole media platform — brand identity and design system, a 134-page site with every episode and question architected into it, the studio itself, and distribution across the major platforms.

A gifting concept with no commerce stack, no brand and no recommendation logic — and a premise that only works if the matching actually understands what it is given.

A gift-matching engine that turns stated preferences into specific products, running on a purpose-built commerce front end and a design system made for the product rather than pulled from a theme.