AI transformation and adoption for established organizations

Know where AI belongs.Make it work where it does.

You get a clear AI direction, one working priority, practical guardrails, and a team that knows how to move forward.

Andrew Keener, founder of Keen Alliance Consulting
Andrew Keener Founder, Keen Alliance Consulting
3 hrs → 20 min AI-enabled proposal-estimate workflow
600+ Employees supported by critical workflow recovery
$1M+ Savings from prior operations transformation work
98 people Regional team led through performance and compliance change

Selected results from Andrew Keener’s professional experience. They are provided as evidence of relevant capability and are not presented as typical client results or guarantees.

Where organizations get stuck

AI is moving. The organization around it is not.

The tools are only one part of the decision. Value appears when priorities, workflows, guardrails, and people move together.

01 · Direction

AI activity is spreading without a clear priority.

Teams are experimenting, vendors are pitching, and leadership still cannot see which use cases deserve attention first.

02 · Work

Tools exist, but the work has not changed.

AI has been added to old steps, scattered information, and unclear ownership—so effort increases while value remains difficult to prove.

03 · Adoption

People need more than a policy or a demonstration.

They need safe boundaries, role-specific examples, human review, and a repeatable way to use AI in the work they actually perform.

What changes for you

You can move from disconnected AI activity to one prioritized direction, one working example, and a practical plan your leaders and employees can follow.

The KEEN Method

A practical way to move from pressure to operating progress.

The method supports the engagement. It is not another framework you have to learn before the work can begin.

K

Know

Prioritize where AI can create value, where risk is real, and where AI does not belong.

E

Establish

Define ownership, data boundaries, approval paths, and the points where human judgment remains required.

E

Equip

Give the people doing the work practical examples, training, instructions, and support they can use.

N

Normalize

Measure the result, correct what is not working, and make the improved practice part of normal operations.

Before 3 hours After 20 minutes
A working example

AI earned its place because the work changed.

A contractor proposal-estimate process required repeated review and several hours of concentrated work. Andrew designed a structured, multi-prompt analysis workflow that made the process repeatable while retaining human review.

The burden Approximately three hours of proposal-estimate preparation.
The change A defined review sequence, reusable AI instructions, and human confirmation.
The result Preparation time reduced to approximately twenty minutes.

This example comes from Andrew Keener’s professional experience and is not presented as a Keen Alliance client result or a guarantee of future performance.

You work directly with Andrew

Practical judgment from environments where the work had to hold.

Andrew Keener brings nearly 20 years of experience across operations, program leadership, knowledge management, workflow improvement, team development, and AI enablement.

His professional background includes AI integration and enablement support in a federal research environment through Barrios Technology, as well as prior leadership across a $65 million operation, 80 projects, 815+ employees, and a 98-person regional team.

Keen Alliance applies that experience to one question: how can your organization use AI in a way that improves the work, equips the people, and produces a result leadership can see?

View Andrew on LinkedIn
What others experience

Clear enough to use. Practical enough to act on.

★★★★★
“Andrew has a rare ability to make complex AI concepts practical and easy to apply. He quickly understands the real challenges.”
Bardo MunizGoogle Review
★★★★★
“Instead of giving me a generic, one-size-fits-all solution, he took the time to truly understand the specific, unique needs of my business and guided me to the exact tools that would move the needle for us.”
Matt WeberGoogle Review
★★★★★
“He inspired one of our students to continue pursuing a career in IT and begin the process of their AI start-up. … I will continue to collaborate with Keen Alliance Consulting.”
Jeannelle HarrisVersAbility TECH · Google Review
Common questions

What you need to know before we talk.

Who is the AI Value & Adoption Sprint for?

It is designed for established organizations already experimenting with AI or under pressure to act, but without a clear operating approach, measurable priority, or consistent team adoption.

What happens during the four weeks?

We prioritize the strongest use cases, select one operating area, improve the underlying workflow, define practical guardrails and human review, build or configure a lightweight pilot where appropriate, equip the team, and establish measurement.

What does the Sprint cost?

The investment depends on the number of people involved, access requirements, and technical complexity. After a short fit call, you receive a fixed scope, fixed investment, specific deliverables, and clear boundaries before deciding whether to proceed.

Do you build custom enterprise software?

No. Keen Alliance focuses on transformation, workflow design, adoption, enablement, and lightweight implementation. Specialized engineering, cybersecurity, or regulatory-compliance needs are handled with qualified partners when required.

Is Keen Alliance connected to NASA or the federal government?

No. Keen Alliance Consulting is independent and is not affiliated with, sponsored by, or endorsed by NASA, Barrios Technology, or the federal government. References to NASA describe Andrew Keener’s professional background only.

You do not need more AI activity. You need one result worth building on.

Bring the decision, stalled initiative, workflow, or adoption problem currently in front of you. We will determine whether a focused Sprint is the right next step.

Discuss Your AI Priorities
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Keen Alliance Consulting is independent and is not affiliated with, sponsored by, or endorsed by NASA, Barrios Technology, or the federal government. References to NASA or federal research environments describe Andrew Keener’s professional background only. © 2026 Keen Alliance Consulting.