Manufacturing and Industrial
We design, build, and run AI-native workflows for manufacturers, plant managers, supply chain leaders, quality teams, and industrial sales teams. Every engagement is scoped, priced, and shipped end-to-end. Below is the catalogue of manufacturing engagements we deliver, grouped by the outcome they target.
Projects from $15k · Refundable 7 days · Kickoff within 5 days
Early access: we work with a small first cohort. Engagements are scoped, priced, and shipped end-to-end by our team — not referred to third parties.
Core systems we integrate
ERP, MES, QMS, PLM, SCADA, CRM
Risk lens we govern
production downtime, quality escapes, worker safety, IP protection, and supplier reliability
KPIs we report against
OEE, scrap rate, quote cycle time, on-time delivery, and cost of quality
Phase 1 · Weeks 1–2
Discovery
We map the workflow, the systems, the decisions, and the baseline metrics. Output: a scoped statement of work.
Phase 2 · Weeks 2–4
Design
We design the operating model: data access, retrieval, prompts, review queues, controls, and the KPI dashboard.
Phase 3 · Weeks 4–8
Build
We ship a production thin slice on real data, with versioned prompts, evaluation harness, and human review.
Phase 4 · Weeks 8+
Run
We run the workflow with you weekly, expand into adjacent work, and report against baseline.
We scope manufacturingengagements on a case-by-case basis. Send a short brief below and we'll map the highest-leverage workflow to attack first.
Selected portfolio
A rotating selection of engagements drawn from our active portfolio in manufacturing and adjacent sectors. Scope and stack are accurate; client identities are withheld under engagement NDAs.
Q1 2026
Digital marketing agency · CEE region
Modern marketing-agency website in a light beige design system, bilingual content (regional language + English), service architecture tuned for inbound lead generation, case-study showcase, and contact-routing for new business enquiries.
Q3 2025
Medical imaging operator · Europe
Application supporting radiology workflow: case intake, structured reporting, document handling, and quality-assurance loop. Designed for regulated medical-imaging context with audit trail and role-based access.
Q4 2025 → Q1 2026
Mid-market property operator · GCC region
Full operational backbone for a property operator running multiple owners associations: properties, units, owners, accounting, service charges, budgets, maintenance, violations, and a resident-facing community portal — replacing a patchwork of spreadsheets and disconnected accounting tools.
Client identities withheld under engagement NDAs. Sector, geography, and scope are accurate. Full case studies on request.
Start the engagement
Tell us which workflow you want to attack first, the systems involved, and the KPI you want to move. We'll send a scoped statement of work within 5 business days.