June 18, 20263 min read
Why most enterprise AI pilots never ship — and how to get yours to production
The demo dazzles. Then the project stalls for months. Here is where enterprise AI pilots actually die, and the four stages that get one past it.
Blog
Governed AI for ERP: Insights on MCP, OData, and Enterprise Adoption
Plain-spoken takes on connecting AI to your ERP safely — adoption, cost, security, and getting from pilot to production. No pitch, just the thinking.
June 16, 20263 min read
Don't hand your AI an API key: a safer way to let it act in your ERP
Giving an AI a credential is the fastest way to let it act — and the fastest way to lose control of what it does. Here is the difference a governed layer makes.
June 14, 20263 min read
The hidden bill behind a 'simple' custom MCP server
The server is the cheap part. The real cost of building your own MCP integration is everything that keeps it alive — hosting, pipelines, testing, and a specialist hire.
June 12, 20263 min read
Adopting MCP in the enterprise: what IT leaders should plan for
MCP brings real capability, but integrating it into production is not plug-and-play. The challenges worth planning for — and the value of having each one handled for you.
June 10, 20263 min read
MCP is changing fast. Here's why that's an advantage when someone else absorbs the churn
An emerging standard is a moving target. For an enterprise, that usually means cost. It doesn't have to — if the churn lands somewhere other than your roadmap.
June 8, 20263 min read
Fast answers over big ERP data: how parallel tool calls keep AI usable
An AI assistant that takes thirty seconds to answer stops getting used. When the question spans a lot of ERP records, speed comes from how the tool calls are run.