Operational Intelligence.
Practical guides on secure local AI, reliable AI workflows, and operational systems — written for decision-makers and technical leads.
Automating SAP Without Touching the Core
How to layer AI and workflow automation onto SAP using restricted API access, BAPIs/IDOCs and flat-file exchange — delivering value in weeks without a single change to core ABAP or your system of record.
Human-in-the-Loop Is a Design Decision, Not a Disclaimer
Most 'AI with a human in the loop' is a checkbox bolted on after the fact. Here's how to actually design approval gates so automation is fast where it's safe and stops where it isn't.
Giving AI Access to a Legacy System That Has No API
When the system running your business predates the API era, you still have two solid routes to automation — a Model Context Protocol server or governed browser automation. How to choose, and how to keep it safe.
On-Prem, Private Cloud, or a Box Under the Desk: What Running AI In-House Actually Costs
A cost-first look at the three ways to keep AI off public APIs — a physical appliance, a private cloud VPC, or prosumer hardware — and how to work out which one is genuinely cheapest for your real workload.
The Hardware Reality of Local AI: Why the 'DGX Spark' is a Bad Deal for Small Businesses
An objective analysis of local AI hardware appliances, their operational risks for small teams, and better alternatives like Private VPCs.
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