Insights for manufacturers
Insights for manufacturers: supply chain, operations and practical AI
Plain-English guides, sourced research notes and articles for operations, procurement, finance and plant leaders. Everything here is free and meant to help your team prepare for better decisions.
News and analysis
Latest insights
Short, sourced articles on tariffs, freight, inventory and practical AI for US manufacturers, plus monthly roundups of news from logistics and supply chain software companies. Every article links to its sources.
- How to find and clear dead stockAlmost every manufacturer has inventory that has not moved in a long time. It takes up space, ties up cash and makes the useful stock harder to find.… Read more: How to find and clear dead stock
- ABC/XYZ inventory classification for small manufacturersA typical manufacturer has hundreds or thousands of purchased parts, and nobody has time to watch them all closely. ABC/XYZ classification is a simple way to decide where… Read more: ABC/XYZ inventory classification for small manufacturers
- What is a good inventory turnover ratio?“What is a good inventory turnover ratio?” is one of the most common questions in inventory management, and the honest answer is: it depends. A ratio that is… Read more: What is a good inventory turnover ratio?
- Supplier traceability requirements explainedCustomers, regulators and customs officials are asking more questions about where parts and materials come from. For a small or mid-size manufacturer, this can feel like a growing… Read more: Supplier traceability requirements explained
- Reshoring vs nearshoring: a decision checklist for manufacturersMany US manufacturers are asking whether they should move some of their supply closer to home. The question usually comes up after a disruption, a tariff change or… Read more: Reshoring vs nearshoring: a decision checklist for manufacturers
- A supplier diversification plan for mid-size plantsAfter a supply disruption, many manufacturers decide to “diversify suppliers.” It is a sound goal, but without a plan it can turn into a long list of half-qualified… Read more: A supplier diversification plan for mid-size plants
- Single-source supplier risk: how to find and fix itMost manufacturers depend on at least a few suppliers that they cannot easily replace. That is not always a problem. It becomes one when nobody knows which parts… Read more: Single-source supplier risk: how to find and fix it
- Practical ways manufacturers reduce tariff exposureTariffs have become a moving target for US manufacturers that buy imported parts or materials. Rates change, new measures are announced and older ones are adjusted. You cannot… Read more: Practical ways manufacturers reduce tariff exposure
- Is your ERP data ready for analytics? A checklistEvery supply chain improvement, from better reorder points to new software or AI, depends on data. If that data is incomplete or inconsistent, the results will be too.… Read more: Is your ERP data ready for analytics? A checklist
Start here
Three places to begin, depending on what you want to know.
How we work
The four-stage operating model behind every engagement, from the free call to handover.
Frequently asked questions
Scope, timing, data, tariffs, inventory, KPIs and AI, answered plainly.
Latest articles
Longer articles on tariffs, reshoring, inventory, plant flow, KPIs and practical AI.
Why now: research notes for manufacturers
What recent public sources say about tariffs, suppliers, inventory, compliance, AI and labor, and which Statadventure service each one connects to.
Tariffs and trade
Tariff rules keep changing
The Supreme Court ruled in February 2026 that IEEPA does not authorize tariffs, and new Section 301 tariffs on imports from 60 trading partners took effect on July 24, 2026, so the legal footing has shifted more than once this year.
Source: Supply Chain Dive
Tariffs and trade
Refund mechanics are live, with deadlines
CBP’s CAPE refund tool launched on April 20, 2026. According to customs broker M.E. Dey, entries must be unliquidated or within 80 days of liquidation, and finally liquidated entries need a court order. This is a data-preparation problem first. It is not legal advice.
Source: M.E. Dey & Co.
Planning and inventory
Supplier timing is the harder problem
Netstock’s 2026 planning benchmark found that lead-time variability affects 74% of surveyed small and mid-size businesses, and 68% use no alternative procurement strategy.
Planning and inventory
Dead stock is building up
The same Netstock benchmark reports that dead stock as a share of excess inventory rose from 12% in 2024 to 24% in 2026, tying up cash that small businesses could use elsewhere. It is a vendor survey, so treat it as directional.
Compliance evidence
Enforcement is moving to supplier evidence
Holland & Knight reports that CBP detained 17,651 shipments under the Uyghur Forced Labor Prevention Act from fiscal 2025 through April of fiscal 2026, and that CBP’s June 2026 guidance stresses pre-import due diligence and sub-tier supplier evidence.
Source: Holland & Knight
Operations and logistics
Freight and fuel keep pressure on landed cost
In the National Association of Manufacturers’ Q3 2026 outlook survey, 77.3% of respondents cited freight rates and 74.1% cited fuel costs as challenges. Planning with ranges beats planning with point estimates.
Data and AI
Most small firms are still early with AI
Netstock found that 34% of surveyed small and mid-size businesses do not use AI for supply chain planning and 6% use it day to day. Data integrity and security was the top concern at 39%, and 36% said AI gave inconsistent or inaccurate answers.
Operations and logistics
Skilled labor is the limit on output
Deloitte and The Manufacturing Institute estimate 2.3 million technician openings across manufacturing and adjacent industries from 2025 to 2030, and 54.93% of manufacturers in NAM’s Q3 2026 survey cite attracting and retaining a quality workforce as a challenge.
Source: The Manufacturing Institute (Deloitte study, Sept. 2026)
Last checked October 2, 2026. Tariff law and customs procedures change quickly, so confirm current rules with your customs broker or counsel. Several figures come from vendor or industry surveys and describe the surveyed businesses, not every manufacturer. Statadventure is not a law firm or customs broker, and none of this is legal advice.
Browse by topic
Each topic links to the service that does the work.
Tariffs and trade
Exposure by part and supplier, refund readiness, landed cost.
Planning and inventory
S&OP cadence, safety stock, dead stock and working capital.
Data, BI and AI
KPI definitions, dashboards, forecasting and responsible automation.
Compliance evidence
Supplier and origin evidence for customers, brokers and auditors.
Want this applied to your plant?
Bring one hard problem to a free 30-minute call. We agree the scope with you before any work starts.