01·29 July 2026·3 min readA claim that stays inside the policyInsuranceGovernanceA claims copilot that cannot quote the wording is a liability, not a shortcut. The file still has to match the contract.
02·18 July 2026·3 min readGrounding is the product decisionProductA bigger model doesn't know your course any better than a small one. Grounding is the difference between a confident guess and a correct answer.
03·2 July 2026·3 min readCustomer ops without a mystery answerRetailGovernanceA support assistant can close the chat. The question is whether the refund, the SKU and the policy it used are still on the ticket.
04·22 June 2026·3 min readTyping is a desk assumptionVoice AIBetween lectures, on a walk, or with both hands full of notes. Sometimes the fastest way to ask a question is to say it out loud.
05·15 May 2026·3 min readThe grid does not accept a guessEnergyIndustryOperators already have SCADA. What they cannot use is a fluent summary that cannot point at the procedure, the asset and the person on shift.
06·2 Apr 2026·3 min readHuman review that never runsGovernanceProductA review queue nobody opens is not a control. The human has to see the case, the source and a decision that actually lands.
07·13 Mar 2026·3 min readIf you cannot explain it, do not ship itPublic sectorGovernanceA public service can use a model. It cannot hide the rule, the source or the official who owns the answer.
08·24 Feb 2026·3 min readAn agent without an owner is a ghostGovernanceRiskIf you cannot name the person who owns an agent, you do not have a deployment. You have an unlisted employee.
09·7 Feb 2026·3 min readResearch that stays on the matter fileLegalGovernanceA legal assistant that cites the open web is a malpractice pattern. The work product has to live on the matter.
10·19 Jan 2026·3 min readThe copilot is not the audit trailFinanceGovernanceA banking assistant that cannot reconstruct who asked, what was retrieved and what was sent is a finding, not a feature.
11·12 Dec 2025·3 min readA citation is not a sourceProductRiskModels will invent a page, a quote, a case. The product either refuses when the file is empty, or it is guessing in a nicer font.
12·26 Nov 2025·3 min readThe note still has to be trueHealthcareGovernanceAmbient scribes save minutes. They also write sentences into the record. Those sentences still need a clinician and a source.
13·8 Nov 2025·3 min readFine-tuning is not groundingProductEducationWeights are a poor filing cabinet. If the answer has to match this week's notes, retrieve them. Do not hope the model memorised the PDF.
14·14 Oct 2025·3 min readThe factory copilot has to know the lineIndustryProductAn industrial assistant that quotes a generic manual is a hazard. The procedure on this cell, this shift, this revision is the only one that counts.
