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Industry research

Industrials & manufacturing

Audit component should-costs with zero spec changes, release cash trapped in branch inventory and unbilled work, and capture higher-margin aftermarket repair revenue.

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See our work ↓Outcomes in this sector ↓See a sample output ↓Common questions ↓

Industry context

Scope and topics in this sector.

Research scope
Industrial manufacturers, precision machining, specialty chemicals, heavy equipment, distributors and field-service operators
Topics investigated
Parametric component should-costs, expired tooling amortization, branch working-capital release and aftermarket service mix

Recent work · anonymized

Proof from delivered work in this sector.

  1. 01

    Finding $22M in component markups with zero spec changes

    The challenge
    An industrial operator faced persistent vendor price increases across machined housings, injection-moulded plastics, stamped brackets and wire harnesses, but could not alter engineering specs without triggering re-certification.
    What we did
    Built 4-layer parametric should-cost models across 5 anchor SKU families—auditing raw-material weight net of closed-loop swarf scrap credits, spindle cycle times, and cumulative shipments against original mould and die capex.
    The result
    14–23% unit-cost cut from paid-off tooling and uncredited scrap, with zero buyer capex.
  2. 02

    A roadmap to halve a 36-week production cycle

    The challenge
    A multi-site manufacturer suffered from 36-week order-to-delivery lead times and high work-in-progress inventory across 4 geographically dispersed plants.
    What we did
    Decomposed end-to-end production hours into active value-added machining versus inter-plant transit, batch queueing and customs dwell, and modelled parallel cellular layout and site co-location.
    The result
    Over 97% of elapsed time was waiting, not machining. The phased roadmap cuts lead time by more than half and releases working capital.
  3. 03

    Finding $30M+ in working capital to fund factory automation

    The challenge
    A heavy-equipment and services operator needed capital for shop-floor automation and predictive maintenance, but had cash locked in unbilled work-in-progress and fragmented branch inventory.
    What we did
    Reconciled footnote working-capital days against 10 industrial peers and sequenced a 2-stage transformation where 90-day receivables and inventory sprints preceded capex deployment.
    The result
    $30M+ of near-term cash release, enough to fund the automation and aftermarket expansion.

Commercial & operational plays

Outcomes we deliver in this sector.

Parametric SKU should-costing with zero spec changes

Deconstruct machined, cast, moulded, blended and electronic component quotes into mill indices, cycle times and labour rates to claw back expired surcharges and paid-off tooling amortization.

Peer benchmark

Branch inventory, unbilled WIP and receivables cash release

Reconcile days inventory, unbilled work-in-progress, receivables and early vendor payment runs across plants and distribution branches against top-quartile peers.

Peer benchmark

Aftermarket service, MRO and circular-repair revenue capture

Shift mix from low-margin original equipment and virgin distribution toward higher-margin preventative maintenance contracts, spares kits and certified refurbishment.

Value creation plan

Multi-tier sub-supplier bottleneck and dual-use mapping

Expose shared upstream forges, heat-treaters and specialty alloy mills across your bill of materials, or match plant tolerances to funded defence and industrial tenders.

Value-chain map

Illustrative deliverable

What the analysis looks like in this sector.

Parametric 4-layer should-cost & branch DIO bridge · Industrial operatorIllustrative
Illustrative component should-cost decomposition and branch working-capital diagnostic
Component or cash lineCurrent or quotedShould-cost or peerRecoverable gapConfidence
Stamped alloy assembly (paid-off tooling)$48$3919%high
Precision machined housing (swarf credit)$120$10017%high
Regional branch parts inventory (DIO)110d75d$28Mhigh
Aftermarket service & MRO revenue share18%32%$19Mest.medium
Illustrative industrial manufacturer and distributor; component should-costs decompose raw alloy indices, cycle times, labour and tooling amortization with zero spec changes.

Your next decision

What does your team need to know?

Understand why performance differs from peers

Turn a broad performance concern into specific value-creation questions for management.

Your question
Where do we lead or lag comparable businesses, and what might explain the gap?
What we investigate
Growth, profitability, productivity and business mix, with differences in definitions and disclosure flagged.
What you receive
A performance diagnostic, comparable peer benchmarks and a prioritized list of improvement hypotheses to test with management.

Peer benchmark

Find margin and cost levers

Isolate negative-margin SKUs, unbundle supplier and trading-house markups, and benchmark post-merger SG&A and IT drag.

Your question
Which SKUs, component quotes, management layers or legacy systems are compressing EBITDA?
What we investigate
Parametric component should-costs, SKU gross-margin waterfalls, trading-house markups, org spans and layers, and multi-ERP overhead.
What you receive
A bottom-up cost and margin diagnostic with quantified negotiation and restructuring levers to test against internal data.

Peer benchmark

Investigate cash tied up in operations

Release cash trapped across branch inventory, unbilled receivables and early vendor payment runs.

Your question
Where are slow-moving stock, billing backlogs or fragmented payment terms absorbing cash?
What we investigate
Inventory turnover, days sales outstanding, days payable outstanding and cash conversion reconciled across peer disclosures.
What you receive
A working-capital cash-release bridge showing where cash is trapped across inventory, receivables and payables.

Peer benchmark

Investigate supply-chain dependencies

Expose single-source sub-tier forges, specialty alloy bottlenecks and trade-corridor exposure before they halt production.

Your question
Where do our suppliers rely on the same upstream sub-tier plant, foundry or tariff-exposed corridor?
What we investigate
Multi-tier component bills of materials, upstream casting and electronics capacity, geographic concentration and qualification lead times.
What you receive
A multi-tier supply-chain dependency map with single-point failure risks and dual-sourcing options marked.

Value-chain map

Capabilities

The capabilities behind these questions.

  1. Map

    How does this market work, and where are the gaps?

    Expose sub-tier supplier chokepoints, sourcing markups and domestic capability gaps.

    You getValue-chain map

  2. Diagnose

    Where is the value, or the risk?

    Quantify trapped working capital, SKU and supplier markups, SG&A bloat and asset-level cost exposure.

    Company diagnosticPeer benchmarkRisk against your framework

    You getDiagnostic and peer benchmark

  3. Plan

    What should we do, and what is it worth?

    Build quantified EBITDA, cash-release, channel-mix and capex-phasing roadmaps.

    You getValue creation plan

Outcome programs in industrials & manufacturing

Working Capital & Margin RecoveryShould-Cost & Supply-Chain ResilienceOpportunity Assessment & Tender CaptureCarve-Outs, Synergies & Org/ERP RationalizationAsset Economics & Portfolio CoverageAll six outcomes

Common questions

Before we start.

Do parametric should-cost models require changing component drawings or suppliers?

No. Our clean-sheet models hold physical geometry, tolerances and regulatory certifications constant. They isolate where your incumbent supplier is over-recovering on paid-off tooling, raw-material indices or scrap credits so you can renegotiate rates immediately.

How do you map sub-tier foundry and specialty material dependencies?

We trace bills of materials down from Tier-1 assemblies to Tier-2 subsystems (actuators, PCBs, seals) and Tier-3 forges, heat-treaters and chemical refiners using trade filings, NADCAP/AS9100 registries and qualification records.

Can working-capital benchmarks account for seasonal or project-based build cycles?

Yes. We normalize unbilled contract assets, progress billings, consignment stock and seasonal safety-stock buffers across peer footnotes so targets reflect real operational velocity.

Start with one question

Bring us the question behind your next decision.

Tell us what you’re investigating and when you need an answer. We’ll discuss the scope, inputs and research that would help.

Discuss your project