Operations Excellence

Operations, automation & AI

Less friction.
More flow.

Practical improvements to the way your business gets work done.

Manual tasks. Unclear handoffs. AI ideas waiting for a plan. TRS Planning helps you improve the process, put the right tools around it, and prepare your team to use them.

Process improvement · Automation & AI · Fractional support

How I can help

Better operations.
Built from the work.

Start with the business problem and the people doing the work. Then improve the workflow, supporting tools, and information needed to run it.

01 / Process improvement

Make the
handoffs clear.

Find where work slows down, repeats, or falls between teams. Design a simpler path with clear steps and owners.

  • Current-state process mapping
  • Clear roles, handoffs, and standards
  • A practical future-state workflow

02 / Automation & tools

Let the tools
carry the routine.

Reduce repetitive work and connect the tools around a sound process, with appropriate checks and human review.

  • Routine routing, reminders, and approvals
  • Less copying and repeated data entry
  • Workflows built around how people work

03 / Metrics & reporting

See what
needs attention.

Turn activity into useful information. Define key performance indicators (KPIs) that connect everyday work to business results.

  • Meaningful metrics and clear definitions
  • Reporting that supports decisions
  • A rhythm to review and improve

And help keep it running.

Fractional operations support can include operating agreed workflows, maintaining reporting routines, and coordinating follow-through. We agree on the scope, responsibilities, and capacity the engagement needs.

Discuss ongoing support

AI implementation & adoption

Useful AI.
Built around the work.

Where could AI make your team’s work easier? Start with the problem, then choose a useful application and a practical path to implementation.

TRS Planning helps turn use cases into requirements, coordinate delivery, and prepare people to use and own the change.

01 / Prioritize

Choose the use case.

Compare ideas against the business problem, expected value, effort, and readiness. Agree on the outcome and how you’ll assess it.

02 / Define

Shape the solution.

Clarify requirements, data and access needs, human review, and ownership. Make the workflow and governance fit the way your organization operates.

03 / Deliver

Coordinate the rollout.

Bring business teams, technical specialists, and vendors together. Plan pilots, testing, acceptance, and the steps needed to put the solution into use.

04 / Adopt

Make adoption measurable.

Build in training, feedback, usage and value tracking, and ongoing support. Review what people are using and what needs to improve.

Start with work people recognize. Internal knowledge search. Research and reporting assistance. Structured drafts for human review. AI assistants and agent workflows with clear owners and checkpoints.

Discuss an AI use case

The approach

Understand the work.
Improve the system.

Define what better looks like before making changes. Then build a workable process, help people use it, and review the results so improvements can continue.

  1. Understand.

    Map the current workflow. Find delays, repeated effort, unclear ownership, and the constraints that matter.

  2. Simplify.

    Agree on the desired outcome, a better process, and the measures that will show whether it helps.

  3. Put it to work.

    Implement the workflow and supporting tools. Prepare the people who will use and own it.

  4. Keep improving.

    Review performance, address exceptions, and refine the process as the business changes.

Illustrative example / Internal requests

An everyday request.
A clearer way through.

A process becomes easier to run when people know where work starts, who owns the next step, and how to see what’s happening.

A common pattern

The team keeps chasing.

  1. Requests arrive in several inboxes.
  2. Someone copies the details into a tracker.
  3. Follow-up depends on who remembers.
  4. Leaders chase people for a status update.

A designed workflow

The next step is clear.

  1. Work enters through one defined intake point.
  2. Each request has an owner and a next step.
  3. Routine routing or reminders support the work.
  4. Status and exceptions are visible to the team.

The exact tools and automation depend on the workflow, existing systems, and people using them.

Working together

Start with the
work that’s stuck.

A focused improvement. A workflow that needs automation. An AI initiative that needs a path to everyday use. We shape the engagement around the problem, the intended outcome, and the support required.

You’ll work with Tedd Shimp and, where needed, specialists who support the agreed scope.

Where should we start with AI?

Start with a specific business problem and the people doing the work. We can help compare use cases, define requirements and success measures, and plan a pilot with appropriate human review. Delivery, governance, and adoption belong in the plan from the beginning.

Do we have to replace our existing software?

Your current tools are the starting point. We assess how they support the process and where the gaps are. When a change is useful, we make the options and trade-offs clear.

Where does automation make sense?

Look for repetitive tasks with clear rules, reliable inputs, and a useful payoff. The design should also make ownership, exceptions, and any necessary human review clear.

What does fractional operations support include?

Support for a portion of the working week or a defined set of activities. That can include operating agreed workflows, maintaining reporting routines, and coordinating follow-through. The time commitment and responsibilities are agreed up front.

How will we know the changes are helping?

We agree on meaningful measures and understand the starting point. Depending on the process, those might include turnaround time, rework, errors, manual steps, or reporting effort. Then we review the results and adjust.

Let’s talk about your operations

Let’s make
work flow.

Bring a process that’s too manual, a handoff that keeps breaking, or a report that doesn’t help you make a decision. We’ll discuss a useful place to start.