AI strategy & readiness
Identify valuable use cases, assess your processes and data, and define a focused roadmap with clear success measures.
Turn the promise of AI into practical progress. I help teams put ChatGPT, Claude, and intelligent workflows to work—with a clear plan and people at the center.
Explore your AI opportunity ↗A customer success workflow, reimagined.
Account notes, meeting summaries, and follow-ups live in different places. Start by defining what your team needs to see before its next customer conversation.
DEFINE THE INPUT
Approved notes + customer context + your team’s priorities.
Illustrative animation · No live customer data or AI connection · Select any stage to explore
AI implementation should start with a business problem. Together, we connect the right tools, workflows, and team habits to solve it.
Identify valuable use cases, assess your processes and data, and define a focused roadmap with clear success measures.
Design tailored assistants, reusable prompts, and connected workflows around how your team actually works.
Give people practical training, clear playbooks, and a process for reviewing AI output and improving over time.
Explore a few ways an AI workflow could support your team.
Example only. Scope, integrations, and data permissions are assessed for each engagement.
My background spans ServiceNow, consulting, customer success, and AI strategy. I bring those perspectives together to help organizations connect technology decisions with the people and processes behind them.
Technical leadership, platform expertise, and customer success experience.
Applied Data Science: Leveraging AI for Effective Decision Making · 2025
Certified Implementation Specialist — IT Service Management
Certified System Administrator
Start with one meaningful problem. Build confidence through a focused pilot, then expand what works.
Map your workflow, friction points, and desired business outcome.
Choose the use case, tools, data boundaries, and measures of success.
Build a focused pilot, test with your team, and refine the experience.
Document the workflow, train your team, and review performance together.
Tech with M helps businesses identify practical AI use cases, design workflows, configure assistants, and train teams to use them. Each engagement connects technology choices to a defined business goal.
We assess your tasks, data requirements, existing systems, and team needs before choosing a tool. A focused pilot helps you evaluate the fit in your own workflow.
Yes. A well-defined pilot is a practical place to start. We agree on the scope and success criteria before implementation, then use what we learn to decide what comes next.
We establish data boundaries, access requirements, and human review steps during discovery. Tool configuration and integration decisions follow those requirements.
Team enablement can include workshops, workflow guides, reusable prompts, and review practices tailored to the agreed implementation.
Tell me where your team spends too much time. We’ll start the conversation with a real business problem.
Connect with Maria on LinkedIn ↗