Fractional AI Supply Chain Manager
Tariff chaos and logistics volatility are crushing small manufacturers who still run supply chains out of shared inboxes — and they can't afford to hire their way out.
Industrial & Supply
Industrial & Supply surfaces the physical side of innovation. We follow automation, robotics, and manufacturing shifts that quietly power the global economy — the back-end of every modern product.
"Ghost Kitchen" for Crafts
Millions of laser cutters sit idle in garages while Etsy sellers lose sales to slow shipping — the coordination layer between them is wide open.
Returns-to-Resale Engine For Mid-Market Brands
American retailers lost $890 billion to returns in 2024. A returns-to-resale Shopify layer for mid-market brands could recover billions in trapped inventory value.
The Liquid Death of Toilet Brushes
Silicone bathroom tools are trending but nobody owns the category. A kit-plus-refill system with TikTok-native demos could change that fast.
Robot Fleet Sensor Hygiene: $30B Automation Stack
Robot fleets degrade silently from sensor contamination. The warranty-safe compliance layer preventing mystery downtime remains unbuilt across OEMs.
Patrol-as-a-Service
The roof inspection market is real and growing. Nobody's selling it as recurring patrol instead of one-off service calls.
The Component Heist
Component scarcity became structural in 2025, creating sustained premiums for brokers who verify surplus inventory and operationalize export compliance workflows.
The Back-to-Black Heist
Resale platforms downgrade millions of structurally sound garments on aesthetics alone. Industrial refurbishment infrastructure could recapture billions in stranded inventory value before EPR mandates arrive.
The OpenPrinting gap: Why CUPS 3.x creates a printer-bridge business
Ubuntu 26.04 shifts printing infrastructure. Legacy printers lose driver support. The adapter preventing $15K fleet refreshes prints money.
TurboTax for HVAC Rebates
California contractors are losing $8,000 rebates to paperwork errors while waiting 90 days for payment. Both problems need middleware.
Turn Cult Restaurant Sauces Into Shelf Revenue
Campbell paid $2.7B for Rao's restaurant sauce. Independent restaurants can't navigate FDA compliance to capture the same $368B opportunity.
Blue Collar "Moneyball" Recruiting
Gen Z wants trades, contractors need workers, but matching infrastructure is prehistoric—measurement layer wins, not another job board.
Governance AI for Self-Managed HOAs
373,000 volunteer-run associations managing $120B annually with amateur controls and predictable fraud patterns, creating structural demand for purpose-built governance infrastructure.
The Ugly Fruit Arbitrage (That Actually Works)
Industrial citrus waste holds verified bioactives. The arbitrage isn't making serums—it's becoming the certified supplier beauty brands depend on.
Portal Automation Operations Service
Browser automation templates are commoditizing. The durable margin sits in maintenance contracts, monitoring infrastructure, and vertical-specific operational knowledge.
Model-Agnostic Agent Platform
DeepSeek's MIT release and MCP standardization created enterprise demand for agent governance infrastructure. Build the operational trust layer hyperscalers won't prioritize.
Vertical AI Content Desk for Niche Industries
TokTak validated URL-to-content for everyone. Now build the vertical agent that owns one industry's entire marketing workflow.
Carbon Removal Asset Platform for Pit Lakes
Durable CDR demand hit 15M tonnes in Q2 2025 alone. 10,000 pit lakes sit on mining balance sheets as liabilities—not yet as carbon assets.
StockX for Restaurant Equipment
Restaurant liquidations hit record highs while secondhand equipment trades like a 1970s flea market. The pricing chaos creates a massive arbitrage opportunity.
Public Health Vending Compliance OS
Chicago's public health vending pilot revealed a massive tracking gap across thousands of machines dispensing Narcan, period products, and books nationwide.