DELIVERY WORK
Selected delivery work, shown in engineering detail
We document delivery work in one consistent format: operating context, challenge, inputs, system boundary, workflow and outcome. Client identities, site details and performance figures remain confidential unless publication is approved.
PROJECT 01MANUFACTURING
Digital twin of an automated packaging cell
- CONTEXT
- High-volume packaging cell: two robots, conveyors, vision check, manual end-of-line
- CHALLENGE
- A planned product changeover threatened throughput; physical trials would cost production days
- INPUTS
- Cell layout, cycle and takt data, PLC signal logs, demand profiles
- SYSTEM
- Simulation & Twin module; scenario runs for three layout / buffer options
- WORKFLOW
- Model → validate against recorded weeks → compare scenarios → virtual commissioning of the selected option
- OUTCOME
- Commissioning-risk reduction; changeover decision made on evidence, parameters handed to the floor pre-validated
ARCHITECTURE
RESULTS SHOWN AS CATEGORIES · QUANTITATIVE CLAIMS REQUIRE WRITTEN EVIDENCE
PROJECT 02MANUFACTURING · QUALITY
Visual inspection on a high-mix component line
- CONTEXT
- Component line with frequent changeovers and dozens of active part variants
- CHALLENGE
- Manual inspection missed intermittent surface defects; no structured record per unit existed
- INPUTS
- Multi-camera streams, part specifications, historical reject samples, synthetic data for rare classes
- SYSTEM
- AI Perception with review queues; Guidance gates for borderline lots
- WORKFLOW
- Detect with confidence per unit → queue low-confidence frames for QA verdicts → verdicts feed evaluation → weekly quality reports
- OUTCOME
- Quality consistency; every unit carries an audit-ready inspection record
PROJECT 03INTRALOGISTICS
Orchestrating a mixed robot fleet with the WMS
- CONTEXT
- Warehouse zone with AMRs from two vendors, a picking arm and conveyor handoffs
- CHALLENGE
- Vendor systems didn't coordinate; handover failures stalled lanes and every exception needed three consoles
- INPUTS
- Robot vendor APIs, WMS task queue, conveyor PLC signals, zone map
- SYSTEM
- Robotics Orchestration with vendor-neutral adapters; Guidance for exception approval
- WORKFLOW
- WMS task → dispatch across fleet → live state per participant → exceptions pause to safe state → operator resolves from one console, logged
- OUTCOME
- Coordination reliability; exceptions resolved in minutes from a single console
ARCHITECTURE
VENDOR NAMES ILLUSTRATE INTEGRATION SURFACE, NOT ENDORSEMENT
CLIENT CONFIDENTIALITY
Client identities and sensitive site details are withheld unless publication is approved. Quantitative results are shown only when they can be supported and released; otherwise we state the verified outcome category.
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