Work, measured in outcomes
Representative engagements, anonymised for confidentiality — client names and references are available on request, on a call. Every study names the metric the system was accountable to.
A freight operator replaced twelve spreadsheets and three legacy tools with one quoting and dispatch platform
Mid-size freight company, ~200 employees. Quoting took hours and lived in inboxes. The platform unified quoting, dispatch and invoicing into one source of truth, in production from week six of a two-year dedicated-team engagement.
Read the full study →A law firm first-passes every commercial contract through a review model tuned on its own playbook
A 40-lawyer practice. Lawyers now review flagged clauses instead of reading page one to signature, with confidence-based routing to human counsel. Delivered in four milestones over five months, on the signed estimate.
Read the full study →A retail group automated order-to-cash across four systems and eleven stores
Fulfilment ran on exports, email and heroic effort. Storefront, warehouse, accounting and logistics now share one automated flow; humans handle exceptions only — a small fraction of order volume.
Read the full study →A clinical founder with distribution and no product — built under a hybrid equity deal
Reduced price plus equity. We built the patient-intake platform; she filled it with clinics. The company has since raised institutional funding — with SigmaJunction still on the cap table.
Read the full study →An energy trading desk embedded demand forecasts directly into its scheduling tools
The previous forecasting dashboard was ignored for a year. Rebuilt inside the scheduling workflow — with error ranges shown honestly — the forecast now informs every dispatch decision, and the override rate falls month over month.
Read the full study →An investment firm automated client onboarding and compliance document flows
KYC document collection, verification routing and ledger setup ran across email and four systems. Now one flow with human checkpoints on flagged cases — onboarding measured in days instead of weeks, with a full audit trail.
Read the full study →A casino & sportsbook operator ran its in-play book on a trading-desk engine we built
Live odds management built like a trading floor: real-time exposure dashboards per market, automated risk limits with trader overrides, and sub-second bet settlement under peak-event load — serving hundreds of thousands of end users. Responsible-gaming controls and full audit trails designed in from milestone one.
Read the full study →An oil & gas operator unified terminal scheduling, trade capture and field reporting
Cargo schedules lived in email threads; trade positions in spreadsheets; field data arrived days late. One operations platform now carries scheduling, trade capture and daily field reporting — with position and exposure visible the moment a deal or delivery changes.
Read the full study →A publisher of personalised books turned manual design into a compose-to-doorstep platform
Every order used to buy hours of a designer's time. Customers now compose a personalised book — from children's stories to serious titles — with a live preview; the platform renders a print-grade file and routes it through integrated print-shop APIs, so a bound copy arrives at the customer's door with no manual step in between.
Read the full study →A company is moving its complete AI workloads onto custom on-prem hardware
Metered cloud APIs had become a structural dependency: linear costs, external data boundary, someone else's capacity decisions. We specified custom inference hardware and are migrating workload by workload — each benchmarked against its cloud baseline before cutover.
Read the full study →How every study gets its numbers
The metric is agreed in the estimate phase, measured before the build as a baseline, and measured again in production. No before-number, no claim.
Baseline first
We measure the process as-is — hours, error rates, cycle times — before a line of code is written.
Measured in production
The after-numbers come from the running system's own telemetry, not from a survey or an estimate.
Verifiable on request
Client references will confirm the numbers on a call — that's part of every engagement agreement.
Where we've shipped
Operations-heavy industries where software leverage is easiest to measure.
Logistics & freight →
Quoting engines, dispatch boards, carrier integrations, invoicing flows.
iGaming & betting →
In-play odds engines, trader risk dashboards, sub-second settlement, RG controls.
Legal services →
Document intelligence, contract review AI, matter workflows.
Healthcare →
Patient intake platforms, scheduling, compliance-aware data flows.
Retail & e-commerce →
Order-to-cash automation, inventory sync, multi-store operations.
Financial services →
Client onboarding, KYC document flows, reconciliation.
Manufacturing →
Production planning, shop-floor data capture, quality and maintenance flows.
SaaS & product companies →
v1 builds for founders, dedicated teams behind growing products, AI features with evals.
All industries →
Including the ones not listed — we take on any operation.
Want the unredacted versions?
Client names, architectures and real numbers — shared on a call, with references.