Case studies

Work with numbers
we can defend.

Every case here follows the same rule as our systems: receipts over adjectives. Where a client prefers their edge quiet, the work appears without the name, and we walk qualified prospects through the details in the Sprint.

Industrial ops, USA

RockProsUSA: 13 quarries on one agentic dispatch system

Dispatch, invoicing and reporting moved onto agents across 13 quarry sites. Truck assignment proposed with its reasoning attached, invoices 3-way matched without a human pass, daily reports written by 6 AM. Cycle time fell 38% in the first quarter after cutover; 11,200 operations hours returned in year one.

−38%dispatch cycle time · 2,140 invoices, zero touches
Marketing & creative, Mexico

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 agents so the creative teams do creative work.

MXagencies & display teams live
Logistics, India · client name under NDA

Freight reconciliation on agents

Every carrier bill line matched against weighbridge, gate and delivery data; clean lines cleared automatically, disputes queued with evidence bundles attached.

96%+bill lines auto-cleared
Professional services, India · client name under NDA

AR follow-up: no account goes quiet

Receivables chased on cadence, escalated on rules; promises to pay tracked to their date and re-chased the morning after they break.

DSO ↓measured monthly against the prior baseline
AI tooling, 2020 · client name under NDA

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.

2020human-plus-model labelling, five years before the hype
SaaS product, subscription · client name under NDA

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.

2 railsStripe + PayPal, live subscription billing
Marketplace, EdTech

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 sides. 33 API endpoints, token auth with password reset, document upload, transactional email and status workflows. Three years of continuous development.

33API endpoints · donor, applicant and admin surfaces
Fintech, data · client name under NDA

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.

ETLingestion, normalisation, reconciliation
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More engagements being written up

We are documenting the full portfolio, industrial, agency, logistics, SaaS and D2C engagements, in the same receipts-first format. Each entry ships with numbers we can defend.

in documentation

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