Choose the work
Prioritize a recurring, valuable workflow with a definable input and a reviewable output.
Workflow-led AI adoption | NJ + NYC + remote
Make AI useful without making the work more confusing.
I help leaders decide where AI belongs, clarify the workflow first, define responsible-use and review rules, prepare the team, and coordinate the path into operation. The work is organizational and practical—not a technical lecture on models or engineering.
The right sequence
Improve the work before asking technology to accelerate it.
AI adoption succeeds when the purpose, owner, data, exceptions, review, and acceptable result are understood before a tool or model is selected.
Define the controls
Set approved data, source expectations, human review, escalation, permissions, and acceptance criteria.
Prepare adoption
Train by role, document ownership, test normal and edge cases, and support the team through rollout.
What I do—and what I do not claim
Senior operating guidance without pretending every problem is engineering.
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
Decide, prove one workflow, or support continued adoption.
$7,500
AI & Workflow Opportunity Audit
- Workflow and cost baseline
- Data, tool, risk, and readiness review
- Prioritized use cases
- Requirements and investment decision
Starting at $15,000
Workflow and AI Adoption Sprint
- Future-state workflow
- Requirements and human controls
- Testing and exception standards
- Documentation, training, and rollout
Starting at $4,500/month
AI Adoption & Operations Advisor
- Adoption review and improvement
- New workflow prioritization
- Governance and team standards
- Senior coordination and oversight
Questions leaders ask
Use AI because the workflow supports it—not because the market is noisy.
Do you teach model architecture or engineering?
No. The focus is organizational: useful work, role clarity, responsible use, requirements, human review, testing, communication, training, and adoption.
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 requirements, review logic, acceptance criteria, 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.