Field notes for people building companies
A cheap, user-trainable robot can turn early buyers into a data set and a skill marketplace, not just a hardware sale.
A five-question checklist for founders pricing tariff risk, counter-tariffs, and legal reversals into a raise or expansion.
A four-point checklist for consumer AI teams building capture, context, and location products that can run on smart glasses.
A five-question checklist for founders pricing tariff risk, counter-tariffs, and legal reversals into a raise or expansion.
A cheap, user-trainable robot can turn early buyers into a data set and a skill marketplace, not just a hardware sale.
A short dependency audit turns a model outage from a scramble into a checklist: impact, fallback, owner, status, and last test.
A short dependency audit turns a model outage from a scramble into a checklist: impact, fallback, owner, status, and last test.
A large exchange's inflow spike is a liquidity signal, not a safety endorsement; founders should keep custody and compliance under their own control.
A practical checklist for making AI agents, vertical AI, and enterprise workflows auditable, attributable, and safe enough for enterprise trust.
Self-healing data infrastructure becomes a standalone AI ops layer when the product closes failures, not just detects them.
Treat each core SaaS dependency as a single point of failure, then build the fallback and customer message before the outage, not during it.
A tightly scoped transformer can replace frontier inference for narrow, high-volume AI features when you test on held-out data and target a real cost win.
Allotment is not just a retail lottery; it is a public-market stress test that reveals what investors underwrite, not just what they pay.
A power outage plan is not a gadget list; it is a decision tree for critical loads, access, customer commitments, and recovery.
Conversed.ai's growth round points to an EU template: turn compliance into a product feature, target regulated verticals, and sell procurement-ready integration.
A direct-to-manufacturer pilot can test lower consumer prices against higher margin if you cap production, use AI demand signals, and require a 30-day sell-through and gross-margin beat before scaling.
