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Connect planning to the factory floor.

An industrial planning and production company

Brand planning and factory execution designed as distinct products, with clear boundaries between forecasts, materials, commitments and production work.

What the work needed to support

Planning and production describe different parts of the same operating reality. A planning team needs to reconcile forecasts, bills of materials, purchase orders and supplier commitments. A factory needs to plan work against machines and production constraints, then record what happens on the floor. The products have different users and data, while decisions still need to connect across them.

What the product supports

Review demand and material requirements

Work with forecasts, bills of materials, purchase orders and allocations in the planning product. Connect the demand being planned to the materials and commitments that need attention, so planners can examine the operating decision behind a number.

Reconcile supplier commitments

Compare planned and committed positions and identify the supplier records that need review. Explicit fallback behaviour handles a missing supplier position, keeping the workflow usable without silently inventing a confirmed commitment.

Plan factory work against real constraints

Use production requirements, machine compatibility and planning constraints to shape the factory schedule. Replanning and gated automation retain the conditions and operator decisions that determine whether a plan can be used.

Record work on the factory floor

Provide tablet-oriented roll logging, corrections, pauses and downtime recording. Operators can capture the events that change the production picture, and those records remain distinct from what the plan expected.

Keep planning and execution connected

The current factory product carries forward established mill-planning workflows. Its integration with brand planning uses explicit contracts, keeping each product's users, data and releases under the right owner.

Control AI-assisted changes

Where AI write tools are present, a governed registry defines the available operations and their permission boundary. Proposed planning and enterprise-assistant expansion remains separate from the implemented planning and production features.

Engineering behind the workflow

  • Brand planning and factory execution remain separate products with explicit data and release boundaries.
  • Tenant identity, role checks and row-level security constrain access to the organisation and operating role.
  • Forecasts, allocations, orders and commitments use defined domain contracts, including explicit behaviour when source information is missing.
  • Production constraints and machine compatibility remain part of planning decisions, including replanning and gated automation.
  • Factory events, corrections and downtime are recorded as operational facts rather than inferred from the planned schedule.
  • Shared design standards and operator feedback support consistent interfaces without collapsing product ownership.
  • Migration, workflow parity, permissions and environment readiness are verified as separate delivery concerns.
  • AI-assisted writes use declared operations and review boundaries rather than unrestricted access to production data.

How the work was approached

Worked alongside product, operations and engineering to make those boundaries explicit and turn the workflows into usable software. The work includes planning and supplier reconciliation, factory-platform integration, data contracts, tenant access and release practice. Interactive prototypes and operator feedback helped check the shape of the workflow before widening a change.

Scope and evidence

Embedded technical partner across planning workflows, platform architecture, factory integration, access control and release practice. Factory functionality includes contributions authored by the wider engineering team; this case describes selected work and integration responsibility.

The product code supports planning, supplier and factory workflows with explicit ownership and operating constraints. Brand and factory capabilities keep their own product and data boundaries while sharing governed contracts and design standards.

  • Planning and factory functionality includes work authored by multiple engineers. This account covers selected product, architecture and integration contributions.
  • Further AI-assisted planning and enterprise-assistant integration remain separate proposals, subject to security approval, operator review and release evidence.
  • Deployment and operator adoption are established per feature. This account does not present autonomous factory operation or a measured business improvement.

Build the system your team needs next.

Tell me what needs to work differently and who depends on it. We can discuss the product, the engineering and the team needed to carry it forward.

The first call starts a conversation. We agree the scope and price of paid work separately.

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