Supply Chain Risk
A fab goes dark overnight.
A Supply Chain Risk Agent maps every affected part, ranks revenue impact, and queues alternates before your team's morning standup.
Compliance
A new regulation enters scope.
A Compliance Agent re-screens your BOMs, flags exposed products, and assembles the evidence pack. Your compliance team shows up, not scrambles.
Sourcing
A part hits NRND.
A Sourcing Agent finds qualified crosses, checks lead times and supplier risk, and has a draft RFQ ready before procurement opens a ticket.
Geopolitical Risk
New export controls hit a key component region.
A Geopolitical Risk Agent flags every part with manufacturing exposure in the restricted zone and surfaces alternate sourcing options the same day.
EOL Management
A critical IC is announced end-of-life.
An EOL Agent identifies every product a part feeds, surfaces qualified replacements, and estimates redesign impact before anyone opens a spreadsheet.
Supplier Financial Risk
A key supplier files for bankruptcy.
A Supplier Risk Agent traces every part that runs through them, ranks affected products by revenue, and shows exactly where you're single-sourced.
Lead Time Surge
Lead times on a common passive jump to 52 weeks.
A Supply Chain Agent identifies every BOM affected, ranks programs at risk, and finds distributor inventory before your buyers know to look.
Trade Compliance
A supplier turns up on a new government watchlist.
A Compliance Agent flags every affected program and prepares the documentation your team needs before anyone gets called into a meeting.
Conflict Minerals
Audit season hits and your 3TG report isn't started.
A Compliance Agent traces the mineral chain, finds the gaps in your data, and drafts the report. Your team reviews. They don't write it.
Sub-tier Exposure
You've never seen what's two tiers behind your key suppliers.
A Supplier Risk Agent maps the full sub-tier network, screens each node, and surfaces concentration risks most teams don't find until it's too late.
BOM Cleanup
Engineering sent a BOM with 400 unresolved part numbers.
A Part Risk Agent resolves every line, flags the obsolete ones, and returns a clean risk-scored BOM. Seconds, not days.
Cross Reference
A backordered part is sitting between you and your ship date.
A Part Risk Agent finds parametric matches, compares specs, checks lead times, and hands your team three qualified alternates.
Datasheet Analysis
An engineer needs one spec confirmed and the PDF is 200 pages.
A Part Risk Agent reads the datasheet, returns the exact parameter with a source citation, and saves the afternoon.
Supplier Discovery
You need a certified EMS partner in Southeast Asia and nobody knows where to start.
A Supplier Risk Agent returns a ranked list with full profiles and risk scores. Qualification starts today, not next quarter.
Concentration Risk
Too many critical parts might be coming from one country and nobody's checked.
A Supply Chain Risk Agent maps your full BOM to manufacturing origin, calculates concentration by geography, and flags programs over threshold.
Tariff Impact
New tariffs just changed the cost basis on components from a key region.
A Supply Chain Agent calculates landed cost impact across your active programs and shows exactly where alternate sourcing recovers the most margin.
RoHS Review
A new product needs RoHS sign-off before it ships to Europe.
A Compliance Agent screens every component, flags what's non-compliant, and generates the compliance summary. Your team submits, not searches.
Inventory Risk
Safety stock is thin on a long-lead part with one approved source.
A Supply Chain Agent watches distributor inventory in real time, alerts when it drops below threshold, and triggers alternate source qualification.
Obsolescence Planning
Which parts in your portfolio will go obsolete in the next two years? Nobody knows.
An EOL Agent scans your full portfolio, flags the at-risk components, and tells your team when to start qualifying alternates.
Climate Event Monitoring
A typhoon is heading toward a region your supply chain runs through.
A Supply Chain Risk Agent maps every part made there, estimates lead time impact, and surfaces buffer stock options while the storm is still forming.
REACH Compliance
Your SVHC reporting deadline is two weeks out and nobody started.
A Compliance Agent screens your component library, identifies every substance of concern, and generates the substance declaration. No manual review.
Certification Gaps
A customer audit requires every supplier in your network to hold ISO 9001.
A Supplier Risk Agent screens your approved vendor list, flags every certification gap, and gives you qualified alternatives for each one.
Sole-Source Risk
The board asked for a report on every sole-sourced part above $50k annual spend.
A Supply Chain Risk Agent filters your BOM, identifies the sole-sourced parts that matter most, and returns a risk-ranked report with alternate recommendations.
NPI Risk Check
Engineering needs a supply chain risk check on a prototype BOM before design freeze.
A Part Risk Agent scores every line, surfaces the risks that will cost you later, and gets the summary to your team in time.
Customer Audit Prep
A defense customer wants full traceability documentation for a fielded product.
A Compliance Agent assembles the full traceability record, screens against required lists, and packages the evidence file ready to submit.
Demand Surge Response
Sales just doubled the demand forecast on a program with long-lead parts.
A Supply Chain Agent tells you which components you need more of, checks inventory and lead times, and flags what will constrain the production ramp.
Counterfeit Risk
Quality caught something off about a batch from a distributor your team hasn't used before.
A Supplier Risk Agent checks the authorized distribution chain, screens the distributor against known risk indicators, and tells you whether to quarantine.
Portfolio Risk Summary
The board wants a supply chain risk readout at the quarterly review and it's Thursday.
A Supply Chain Risk Agent aggregates risk scores across all your active programs, surfaces the biggest exposures, and writes the executive summary.
Supplier Capacity
You need to know if your primary CM can handle 30% more volume before you commit.
A Supplier Risk Agent pulls the capacity profile, flags constraints, and surfaces alternative CMs with comparable certifications and track record.
Market Intelligence
Procurement needs component pricing trends for the annual budget and has no data.
A Supply Chain Agent pulls live pricing across your BOM categories and returns a market summary your finance team can actually use.
ITAR Screening
A new defense program requires ITAR compliance and nobody's done the component review.
A Compliance Agent screens every part against ITAR classifications, flags the controlled components, and prepares the inventory for your legal team.
Distributor Risk
Your primary distributor just got acquired and nobody on your team knows the new owners.
A Supplier Risk Agent surfaces the ownership change, screens the acquirer, and flags what it means for your supply continuity.
Design Consolidation
Three product lines use different parts that do the same thing.
A Part Risk Agent finds the parametric overlaps, identifies consolidation candidates, and ranks them by cost and supply chain impact.
