AI Strategy, Automation & Transformation
AI is useful when it solves a real business problem.
I help companies turn business needs into practical AI systems, workflows, governance, automation, and operating models that improve how work actually gets done.
Engagements can start with a focused project or expand into implementation and ongoing transformation support.
AI Strategy & Governance
Move quickly without creating unnecessary risk.
Employees are already using AI.
The question is whether your organization has a clear, practical way to manage it.
I help companies establish the standards and operating model needed to use AI responsibly while still encouraging experimentation and innovation.
This can include:
enterprise AI policies
acceptable-use guidelines
approved and restricted use cases
data and privacy standards
human-review requirements
AI vendor and tool evaluation
governance roles and responsibilities
risk classification
escalation processes
documentation standards
Best for:
Organizations adopting AI faster than their policies, controls, and operating practices can keep up.
Workflow Automation
Fix the process before automating it.
Automation does not help if the workflow itself is broken.
I map how work happens today, identify where time and effort are being lost, and redesign the process around smarter handoffs, automation, and AI.
This can include:
current-state workflow mapping
future-state workflow design
repetitive task automation
system-to-system handoffs
approval workflows
reporting automation
AI-assisted document workflows
knowledge capture
operating procedures
measurement and KPIs
Best for:
Teams spending too much time moving information, repeating work, compiling reports, or manually coordinating across systems.
Revenue & CRM Automation
Build a smarter path from lead to conversation.
AI can improve revenue operations when it is connected to the systems your sales and marketing teams already use.
I design workflows that move leads from first touch through qualification, personalization, follow-up, and CRM handoff.
This can include:
lead intake
enrichment
qualification
AI-generated business snapshots
personalized follow-up
product or service recommendations
lead scoring
CRM integration
automated sales handoffs
nurture workflows
sales enablement content
pipeline visibility
Best for:
Companies generating leads but losing momentum between marketing, sales, and follow-up.
AI Agents & Copilots
Give AI a job.
Instead of asking, “Should we build an agent?” I start with a better question:
“What work should this agent be responsible for?”
I help companies design role-specific AI agents and copilots that support real business workflows.
This can include:
executive support agents
sales copilots
marketing assistants
operations agents
knowledge assistants
research agents
employee support tools
workflow orchestration
human approval logic
agent instructions and guardrails
system integrations
testing and evaluation
Best for:
Organizations that see the potential of AI agents but need help defining what they should actually do and how they should fit into the business.
AI Adoption & Enablement
A tool does not create adoption.
People need to understand where AI fits into their work.
I help organizations move from isolated experimentation to repeatable, responsible AI use across teams.
This can include:
AI use-case discovery
role-based enablement
team training
workflow libraries
operating standards
leadership coaching
pilot programs
office hours
adoption measurement
AI champions programs
ongoing enablement strategy
Best for:
Organizations that have invested in AI tools but have inconsistent adoption, unclear use cases, or uneven results.
Fractional AI Transformation Leadership
Need ongoing leadership without hiring a full-time executive?
For organizations that need continued guidance rather than a single project, I can serve as a fractional AI transformation or enablement lead.
This can include:
AI roadmap ownership
use-case prioritization
governance
vendor oversight
workflow design
executive guidance
implementation oversight
cross-functional coordination
team enablement
adoption measurement
Best for:
Leadership teams that need someone to connect strategy, operations, technology, and execution across multiple AI initiatives.
Start with the problem.
You do not need to know whether the answer is an AI agent, an automation, a CRM change, a governance framework, or something else.
If something in the business is taking too long, getting lost between systems, relying too heavily on manual work, or simply not scaling, that is enough to start.
The Business Modernization Snapshot is designed to identify what is worth fixing first.