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POLR AI
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AEC, manufacturing, and operations

I build AI into the work you already do.

I sit with your leaders and the people doing the work. We pick one workflow that is actually slow or expensive, rebuild it where the old steps are wasting time, and leave your team able to run what we built.

AI consulting and implementation for architecture, engineering, and construction teams. Also serving manufacturing, distribution, and other operations teams.

POLR / WORKFLOW STUDYFIG. 01

Same work.
A better way through.

Built around your workflowPeople stay in control

Work directly with Brennan Gerle, founder of POLR AI. Based in Chandler, Arizona; working with teams nationwide.

PRIORITIZE / BUILD / PROVE
01 / Where to start

Where is routine work slowing your team down?

Licenses and chat tools are already common. The slow work stays slow when the workflow has not been redesigned. Existing systems can stay. The process may need to change.

  • Finding the right answer

    People search email, folders, and chat for something someone already decided. Time goes to hunting instead of using the answer.

  • Preparing the next document

    Quotes, proposals, reports, and status updates get rebuilt from leftover files. The next version starts over even when the last one was close.

  • Moving work between systems

    Updates get copied from one tool into another. Hand-offs wait on someone who already entered the same facts somewhere else.

02 / Services

How I can help.

I help your team improve recurring work, build tools that fit, and put AI into practice. Explore the work below.

Make the handoffs work

Reduce document preparation, repeated data entry, and manual handoffs. Keep people involved where the work needs review and judgment.

Workflow illustration

Implementation starts with the 90-Day Sprint. Ongoing work is scoped together. Substantial custom development has a separate scope.

Talk through your workflow
03 / Workflow walkthrough

Compare bids with the scope in view.

Different formats, missing line items, and exclusions make bids hard to compare. A structured comparison helps the team see what needs a closer look.

This walkthrough uses fictional bid information to explain the work. It does not report measured client results.

See the bid-leveling walkthrough
BID LEVELING / SCOPE CHECKFICTIONAL EXAMPLE
Fictional comparison of scope in three bids. Highlighted differences require human review.
SCOPE ITEMBID ABID BBID C
PreparationIncludedIncludedIncluded
ProtectionIncludedNot statedIncluded
CleanupIncludedIncludedExcluded
Differences surfaced.
Your team verifies the sources and decides.
  1. Gather the bids

    Bring the proposals and the scope of work together. Keep the original documents available.

  2. Structure the comparison

    Use assistance to organize scope, inclusions, exclusions, and questions that need an answer.

  3. Review before deciding

    A person checks the comparison against each source, confirms prices and scope, and makes the award decision.

04 / The 90-Day Sprint

Start with one workflow worth improving.

We work inside the systems you already run when access and feasibility allow. Your team builds, practices, and reviews the work with me.

Three overlapping stagesBaseline → Working process → Evidence
  1. Prioritize

    We name the outcome that matters, question steps that waste time, and agree on a baseline for one workflow. We look past only the familiar tasks when a quieter step is where the time actually goes.

  2. Build

    We rebuild the path, keep context and review in place, and practice the new work with the people who will run it. Testing starts here, not only at the end.

  3. Prove

    We review quality, adoption, and operating cost alongside speed. Financial return is discussed only when costs and benefits can be established.

At day 90, one important workflow is better, and your team can reuse how we got there on the next one.

See the full sprint
05 / After day 90

Keep improving the work, together.

If we continue after the first sprint, we choose the next workflow together and keep a ranked backlog. I build alongside your team, with practical training, office hours, advisory support, and rollout guidance inside the agreed scope. We review adoption, quality, operating cost, and results as the work progresses.

Brennan Gerle, founder of POLR AI
BRENNAN GERLEFOUNDER / POLR AI
Work directly with the founder

Meet Brennan Gerle.

I founded POLR AI to put AI into operational work, not next to it. I sit with your team, own the implementation during the engagement, and leave an internal owner ready to run daily use.

I spent fifteen years in video production and creative leadership, including seven years running teams at an agency, before this work. The through line is the same: sit with the people doing the job, then build something they can run.

  • Member of the Claude Partner Network
  • Board member, AZIMA
  • Speaks on AI for leadership teams

Chandler, Arizona · Working with teams nationwide

A few details

Questions worth answering first.

Can we keep working together after the sprint?

If we continue after the first sprint, we choose the next workflow together and keep a ranked backlog. I build alongside your team, with practical training, office hours, advisory support, and rollout guidance inside the agreed scope. We review adoption, quality, operating cost, and results as the work progresses. Work is paid monthly within an agreed engagement. We scope the next cycle together. Custom applications, infrastructure, substantial integrations, and additional development are scoped separately.

Who is this for?

Architecture, engineering, and construction teams. I also work with manufacturing, distribution, and other operations teams when the work is similar.

What is the 90-Day Sprint?

A focused engagement to improve one agreed workflow. We redesign the path where old steps waste time, build the solution, train your team through practice, and review the result against a baseline we set together. Agent count does not define the purchase.

Do you replace our systems?

I work inside the systems you already run when access and feasibility allow. Existing systems can stay. The process may be redesigned.

How do you measure results?

We agree on a baseline and a date range, count review and correction time, and look at quality and adoption alongside speed. Time freed is reported separately from cash saved. A self-reported readiness score is useful context, not a measured operating result.

Who owns the work after 90 days?

I own the implementation and the commitments in the engagement. Your internal owner owns ongoing business use and the decisions that follow from it. Daily use and routine exceptions can sit with that owner. Technical maintenance may still be needed.

Let's talk

Tell me which part of the work needs to get easier.

Share the workflow that is slow or expensive. I will tell you whether a sprint is the right next step, or whether we should start smaller.

hello@polrai.com
Chandler, AZ · Working with teams nationwide

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