· 8 min
Score your architecture honestly across eight dimensions in under two hours. The weakest score is not a weakness \u2014 it is your roadmap. Here is the exact scorecard we use with clients.
· 9 min
An independent, evidence-based software architecture audit in four phases across eight review areas — with an executive report and engineering annex at the end.
· 8 min
The Model Context Protocol is the USB-C of AI agents. Here is what MCP is, how the client-server-tool model works, and why it turns an LLM into a product.
· 7 min
Three engagement models, three different problems they solve. Here is how to pick between fractional CTO, fixed-scope build, and embedded staff augmentation without burning six months finding out.
· 8 min
Most companies get stuck on rung two of the automation ladder. Here are the five stages from manual work to autonomous AI agents \u2014 and the ROI curve that says which one is actually worth building.
· 8 min
SaaS looks cheap on day one and expensive on day 1000. Custom looks expensive on day one and cheap at scale. Here is the actual crossover and how to decide which side to land on.
· 10 min
A production-grade n8n reference architecture — Cloudflare Tunnel, UpCloud managed Postgres and Object Storage — provisioned end-to-end with Pulumi. One command up. One command down.
· 10 min
The HIPAA Security Rule is three pillars on one foundation — administrative, physical, and technical safeguards over a documented risk assessment. Here is a step-by-step implementation guide.
· 7 min
Discovery, design, build, validate, support. Five phases, two lanes, one working product. Here is how we ship custom clinical software without breaking anyone.
· 9 min
Five specific barriers keep AI out of hospitals — messy data, bias, regulation, trust, and ROI. Each one has a concrete fix. Here is the playbook we use at Innovi Pro.
· 8 min
Healthcare software fails at five distinct layers — integration, information, intention, environment, institution. Here is how AI is applied at each layer to make clinical tools that actually work.