The builds we can put
numbers against.
Each card names the operation before, what the Brain now does inside it, and the number that moved.
One card per build, with the number.
RockProsUSA is measured over its first twelve months; the rest are described, and named only where the client has cleared it.
RockProsUSA: 13 quarries on one dispatch system
Dispatch, invoicing and reporting moved onto one system across 13 quarry sites. The Brain proposes each truck assignment with its reasoning and a dispatcher approves it; invoices are matched against the delivery and the order without a manual pass; the daily report is written by 6 AM, ready for a person to read. Over the first twelve months: dispatch cycle time 38% lower, 11,200 operations hours returned.
Read the full case study →CitiSense: AI marketing & sales platform for agencies
An AI-enabled marketing and sales platform for advertising and creative agencies and display teams: campaign operations, sales workflows and reporting carried by the Brain, so the creative teams do creative work.
Freight reconciliation without the reconciliation week
Every carrier bill line matched against the weighbridge ticket (the weight recorded at the gate), gate and delivery data. Clean lines clear automatically; disputed lines queue for a person with the evidence attached.
See the system →AR follow-up: no account goes quiet
Receivables chased on a cadence you set and escalated on rules. Promises to pay are tracked to their date and re-chased the morning after they break, with every escalation handed to a person.
See the system →AI-assisted image annotation platform
A labelling platform for machine-learning datasets: polygon and bounding-box tooling on canvas, with a detection model running in the browser to pre-annotate every image before a human touched it. Projects, datasets and team notifications built in; exports to Pascal-VOC XML and JSON. Four engineers, 117 commits, shipped in one quarter.
Customer-experience SaaS, built and billed
The full commercial surface of a CX product: journey-mapping module, tiered pricing, Stripe and PayPal checkout, blog engine and a programmatic SEO service generating landing pages from a template. Front end, payments and content infrastructure delivered by one team.
Edunomics Scholar: a two-sided scholarship marketplace
Donors publish scholarships, invite and review applicants and award grants; applicants build profiles, apply and track status, with a super-admin console over both. 33 API endpoints, token auth with password reset, document upload, transactional email and status workflows. Three years of continuous development.
Financial data pipelines
ETL scripts pulling, normalising and reconciling financial records into a single feed, the unglamorous plumbing that decides whether every dashboard above it is trustworthy.
More are being written up in the same format
34 products across 9 sectors and 374 repositories since 2018. We are writing them up in the same before-and-after format, and naming clients only where they have cleared it.
Updated 15 September 2026 · WE_AINA
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Every card above began as a two-week Sprint; yours starts the same way.