CS-01Logistics Systems
Logistics Dispatch System
A regional 3PL with 400+ daily shipments ran dispatch through a spreadsheet, a call rota, and the judgement of three senior planners. We replaced the judgement with an engineered decision layer.
Forgequbit / Case Studies · /CS-∅
Realsystems.Measurabletransformation.
Operational systems we've designed and deployed in production. Each case study breaks down the system before engineering, the architecture after, and the measurable transformation between. Not testimonials. Engineering postmortems.
Explore Systems↓03 systems in production · 5 industries · fully reproducible
/formatEngineering postmortem
/evidenceBefore → After · metrics
/modelFive-layer architecture
/statusProduction · signed-off
/proof-layer
We don't describe results. We show system evolution.
These are not success stories. Each study is a technical breakdown of an operation before engineering, the architecture that replaced it, and the measurable delta between them. Three rules hold for every entry:
/rule-01
Broken structure
Every study starts with the actual operational graph — fragmentation, manual handoffs, observability gaps — drawn in the same vocabulary used on an Audit.
/rule-02
Forged architecture
The replacement system is shown as a five-layer model: trigger, decision, execution, data, observability. Reproducible, not bespoke.
/rule-03
Measured outcome
Every claim is a number that came out of the production system — not a testimonial. Time, throughput, errors, coverage, cost.
/flagship-systems
Systems in production.
CS-02E-commerce Systems
E-commerce Fulfillment System
A DTC health & beauty brand scaled from 50 to 500 orders a day using humans as the integration layer. We rebuilt the spine so the next 5× happened without adding headcount.
CS-03Agency Systems
Agency Ops System
A 40-person creative agency in London was losing 1.5 FTE of project-management time to coordination that wasn't coordination. We rebuilt the intake-to-invoice spine.
/archive
Filter by system shape.
Three dimensions: which industry the system lives in, what kind of system it is, and what the engineered delta moved.
/industry
/system-type
/outcome
03 systems · matched
CS-01
Logistics Systems
Logistics Dispatch System
A regional 3PL with 400+ daily shipments ran dispatch through a spreadsheet, a call rota, and the judgement of three senior planners. We replaced the judgement with an engineered decision layer.
48h → 2hdispatch lead time
DispatchTime Reduction
View systemCS-02
E-commerce Systems
E-commerce Fulfillment System
A DTC health & beauty brand scaled from 50 to 500 orders a day using humans as the integration layer. We rebuilt the spine so the next 5× happened without adding headcount.
3.2M ops / yrautomated operations
FulfillmentThroughput
View systemCS-03
Agency Systems
Agency Ops System
A 40-person creative agency in London was losing 1.5 FTE of project-management time to coordination that wasn't coordination. We rebuilt the intake-to-invoice spine.
−60%manual coordination
Ops CoordinationCost Reduction
View system/system-thinking
Operations are systems, not tasks.
Every case on this page reflects the same principle. The shift isn't in the tools — the tools are almost always the ones the client already had. The shift is in how the work is modelled. Three ideas do most of the heavy lifting.
- /01
Workflows are graphs
Every operation is a directed graph of nodes and edges. The moment you can draw it, you can reason about it. The moment you can query it, you can improve it. Most ops teams are running graphs they can’t see.
- /02
Bottlenecks are constraints
The slowest edge in the graph determines the throughput of the whole system. Adding staff anywhere else adds cost without adding capacity. Engineering means finding the constraint and moving it, not parallelising the easy work.
- /03
Automation is architecture
Gluing Zaps together is tooling. Designing an event spine, a decision layer, and an observability layer is architecture. The same business outcome on one of those approaches and not the other is the category gap.
/next
Want your system redesigned?
Every case here started as an audit. If one of these studies described a system that looks like yours, the fastest next step is a formal operations diagnostic.