Real problems.
Measurable outcomes.
Every engagement starts with a specific, painful bottleneck in an engineering organisation. Here is how we solved them — with outcomes you can measure.
Supply Chain · Logistics · Quick Commerce
AI-Generated Warehouse Layouts That Actually Get Built
Warehouse layout design at scale overwhelms manual approaches — too many constraints, too many competing objectives, too large a design space. We built an AI framework using constrained beam search that automatically generates, validates, and scores candidate layouts, giving designers a ranked shortlist of optimal options instead of a blank canvas.
- Feasible candidate layouts generated in minutes, not weeks
- 100% of presented layouts pass automated constraint verification
- Multi-objective optimisation across capacity, accessibility, and picking efficiency
- Framework adaptable across different warehouse sizes, shapes, and industries
Service Organisation · Distributed Operations
From Paper Logs to a Self-Improving Digital Operation
A large distributed service organisation was constrained by fragmented operations, inconsistent procedures, and manual reporting. We partnered as digital transformation lead — using digital-twin modelling to de-risk every automation decision before build, then replacing paper-and-spreadsheet processes with connected digital applications across the full facility.
- Digital-twin model validated automation outcomes before any build spend
- Paper logs and spreadsheets replaced with connected, auditable applications
- Real-time operational visibility for leadership from day one of rollout
- Live digital-twin recalibration creates a continuous-improvement loop
Automotive · Tier-1 Supplier
Configuring Teamcenter to Fit the Way They Work
A Tier-1 automotive supplier had Teamcenter licensed but unused — engineers defaulted to Excel and email. Eclectic Systems configured the entire platform from scratch: IATF 16949-aligned ECR/ECO workflows, role-based assessment forms, automated business rules, and live dashboards. Within 3 months, 95% of change requests were raised natively in Teamcenter.
- 95% of ECRs in Teamcenter within 3 months of go-live
- IATF 16949-aligned ECR/ECO workflows and APQP gate controls
- 100% change traceability — audit-ready from day one
- Significant reduction in engineering rework and production errors
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