Mashira is where AI ambition turns
into real business impact
AI Agent Governance: What Happens to Your Data When an AI Agent Goes Live
When an AI agent goes live in your organization, something happens that most implementation discussions don't fully prepare you for: the agent starts making decisions about your data. It's important to understand what an AI agent can access, because it's usually much more than people expect.
AI Agent Governance: What Happens to Your Data When an AI Agent Goes Live
When an AI agent goes live in your organization, something happens that most implementation discussions don't fully prepare you for: the agent starts making decisions about your data. It's important to understand what an AI agent can access, because it's usually much more than people expect.
The Real Reason Power Platform Apps Stop Scaling
Organizations typically discover three to five times more Power Apps and Power Automate flows in their environment than IT leadership originally estimated, and 40 to 60% of them have no clear business owner or support documentation.
CRM Adoption Is Your Real ROI Problem.
The two to three months after launch are where habits form or don't. Users hit friction, find workarounds, quietly stop updating records. Without structured support during that window, adoption slides and stays down.
Why 70% of Digital Transformation Programs Fail and what the Successful Ones did Differently
Transformation programs often begin with strong executive buy-in. However, a precise definition of what success looks like at the 12-month, 18-month, and three-year mark rarely gets established early on.
Why Most Enterprise AI Pilots Never Scale and the Architecture Decisions That Explain It
With Microsoft Project Online retiring in September 2026, a leading digital financial and mobility enterprise used the transition as an opportunity to modernize their portfolio management with AI-enabled intelligence.
