What we're seeing in regulated operations: the rules, the economics, and what happens in the field.
What a rule actually requires, and the decision it forces on you. Plain language, dated, not legal advice.
Using AWS doesn't make you HIPAA compliant. Here's what HealthTech CTOs actually need to know about cloud compliance - from BAAs to audit trails to the gaps most teams miss.
ReadEvery startup wants the SOC2 shortcut. Here's the uncomfortable truth: shortcuts create compliance debt that costs 3x more to fix than doing it right.
ReadIOanyT Academy lesson
Why a business answers for what its AI tells customers: the reasoning in Moffatt v. Air Canada, and what reasonable care looks like for AI answers.
Open lessonIOanyT Academy lesson
SEC and FTC actions over false or unsubstantiated AI claims, from Delphia and Global Predictions to DoNotPay and Workado, and how to back up your own.
Open lessonIOanyT Academy lesson
The EU AI Act's risk tiers, the 2026–2028 dates after the Digital Omnibus agreement, what high-risk systems must show, and where deterministic logic helps.
Open lessonWhat a system costs to build and to run, where the money goes, and when automation will not pay.
Most cloud cost advice is generic and useless. Here's a concrete, step-by-step cloud cost audit playbook that finds the real money hiding in your AWS bill.
ReadEarly architecture choices compound for years. Here's how to avoid the five most common AWS mistakes that cost startups $100K+ in rework - and what to do instead.
ReadThe fear of AWS lock-in drives companies to multi-cloud strategies that cost more and deliver less. Here's when lock-in is real—and when it's an excuse.
ReadYour AWS bill isn't just a cost report. It's a diagnostic tool revealing architecture decisions, team behaviors, and hidden waste. Here's how to read it.
ReadIOanyT Academy lesson
How to compare the cost of calling a model on every transaction with compiling the logic once: per-case cost, break-even volume, latency and change rate.
Open lessonWhat we see on real work: diagnoses, what we advise against, and the engineering lessons behind them.
Buyers scrutinise financials and legal, then inherit the software blind. Here's the pre-acquisition code audit that reveals what the spreadsheet can't.
ReadIOanyT Innovations is now certified to ISO 9001:2015 and ISO/IEC 27001:2022 (QRO, valid to Aug 2029) — independent confirmation of the quality and security management behind every delivery.
ReadAI-augmented engineering isn't a chatbot bolted onto a dev team. Here's what it actually looks like in day-to-day practice—and what it deliberately isn't.
ReadIoT pipelines that work with ten devices collapse at ten thousand. Here's how to design a device-to-cloud data pipeline that actually survives real scale.
ReadRetrieval-augmented generation demos beautifully and fails quietly in production. Here are the real failure modes—and how to build RAG that holds up.
ReadA demo that works is not a system you can run. Here's the real distance between an MVP and production—and why teams underestimate it every single time.
ReadBring one AI pilot or workflow to a free Reliability Review. You leave with a 2-page note you keep.
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