Choose one problem worth solving
Start with a recurring task that costs real time, has a clear outcome, and can be checked.
Workflow-led AI adoption | NJ + NYC + remote
Make AI useful without making the work more confusing.
If AI creates more review, uncertainty, or workarounds, it is not helping. I help leaders decide where AI belongs, clarify the workflow first, define what people can trust, prepare the team, and coordinate the path into normal operation.
The right sequence
Give the team clarity before giving them another tool.
The strongest AI use cases begin with a clear job to be done, an owner, usable information, a review standard, and a definition of what good output looks like.
Know what people can trust
Set approved data, sources, human review, permissions, escalation, and acceptance standards before the workflow goes live.
Make the new way easier to use
Train by role, document ownership, test normal and edge cases, and support the team until the workflow is part of normal work.
What I do and what I do not claim
Bring operating judgment to the AI decision.
I leadWorkflow diagnosis, responsibility and decision design, use-case selection, requirements, guardrails, testing standards, staff preparation, vendor coordination, rollout, and adoption oversight.
Specialists implement when requiredCustom coding, software engineering, infrastructure, security review, and proprietary integration work are completed by the client’s technical team, software vendor, or qualified implementation specialist.
Engagements
Start small enough to learn. Expand only when it works.
$7,500
Workflow Bottleneck Audit
- Workflow and cost baseline
- Data, tool, risk, and readiness review
- Prioritized use cases
- What is worth building and what it will take
Starting at $15,000
Workflow and AI Adoption Sprint
- Clear future workflow
- What the system can do and what people still own
- Testing and exception standards
- Documentation, training, and rollout
Starting at $4,500/month
AI Adoption & Operations Advisor
- Adoption review and improvement
- New workflow prioritization
- Team rules, safeguards, and review standards
- Senior coordination and oversight
Questions leaders ask
Use AI when it makes the work better. Ignore the pressure to add it simply because everyone else is talking about it.
Do you teach model architecture or engineering?
No. The focus is organizational: choosing useful work, clarifying roles, setting safeguards, defining human review, testing the workflow, preparing the team, and making adoption stick.
Do you recommend a specific vendor?
No vendor is selected before the workflow, data, controls, users, risks, and ownership are understood. The recommendation is based on fit.
Can you work with our technical team or vendor?
Yes. I can translate the operating problem into a clear build brief, review rules, staff needs, and implementation priorities while technical specialists handle engineering.
Where do you work?
Gizlen Global is based in Ridgefield and serves Bergen County, Hudson County, Northern New Jersey, New York City, and remote teams across the United States. Travel is scoped separately.