Coleman Intelligence

Workflow engineering for modern teams.


We help small and midsize organizations simplify the work that’s grown harder than it needs to be. We start by understanding how work actually happens — then design practical improvements to the systems around it.

What we do

Four ways we help.


Diagnose

Workflow Friction Assessment

A structured diagnostic engagement to understand how work actually happens inside your organization and where it’s become unnecessarily difficult. Interviews, observation, and process mapping, delivered as a clear report of friction points and practical opportunities.

Diagnose · AI

AI Workflow Assessment

A structured assessment of where AI would meaningfully help your work, where it would create risk, and where simpler systems serve you better. For firms exploring AI for the first time, and for firms whose teams are already using AI tools and want a thoughtful practice around it.

Learn more →

Design

Workflow Improvement Design

After the assessment, we help design more effective workflows and the supporting systems around them — intake processes, automation opportunities, dashboards, and a prioritized roadmap that fits your reality.

Implement

Implementation

Where it adds value, we build it. Lightweight automations, workflow integrations, internal dashboards, and small internal tools — useful, practical systems, not unnecessary complexity.

Implementation

What we typically build.


Data & visibility

Internal dashboards. Trackers and status views. Data pipelines between systems. Lightweight reporting tools that pull from where the data already lives.

Process automation

Workflow integrations between tools you already use. Document intake and routing. Notification and reminder systems. Task pipelines that hand work off without manual handoffs.

Internal tools

Small internal apps and custom software built for a specific workflow. Form-driven tools. Lightweight portals. The kind of thing that would otherwise be a clumsy spreadsheet or a missing capability in your current stack.

Each of these comes out of an engagement, sized to fit the work — not built as a standalone product.

Why us

Different from a traditional consultant.


We observe before we recommend.

Most consulting starts with a framework and fits your work into it. We start with how your work actually happens — through interviews, walkthroughs, and observation — and let the recommendations follow from what we find.

We can build what we recommend.

Many consultants stop at the report. We can implement the lightweight automations, internal tools, and dashboards we propose, so improvements actually land instead of sitting in a deck.

We respect what you already know.

You understand your work better than any outsider will. Our role isn’t to import abstract best practices — it’s to clarify what’s worth changing and design improvements that fit your reality.

How we approach AI

A tool, not the goal.


AI is a tool, not the goal — but it’s also what makes this practice possible. Bespoke workflow engineering used to require teams of consultants and months of billable hours, which kept it out of reach for small and midsize organizations. AI changes the economics, so a single practice can now deliver the same kind of custom work to firms that wouldn’t otherwise have access to it.

Day to day, we use it where it measurably helps — drafting, retrieval, classification, summarization — and we don’t use it where simpler systems would serve you better. The point is to make work easier. Sometimes that means automation. Sometimes it means a clearer process.

If you’re trying to figure out where AI fits in your firm — or your team is already using AI tools and you want a thoughtful practice around them — that’s a question we’re built to answer directly. More on our AI Workflow Assessment →

Get in touch

Curious where the friction is?


A short conversation is a low-friction way to find out whether a Workflow Friction Assessment fits.

Columbia, SC · Serving the Midlands · Remote across the Southeast