AI systems for U.S. mid-market operations

AI systems built around how your operations actually work.

When handoffs break between people and tools, your team has no single source of truth. We design and build the AI system around your real workflow, from intake and routing to handoffs and reporting, with your team approving where it matters.

Who this is for

When every handoff needs a follow-up.

For heads of operations, COOs, and operations owners at U.S. mid-market manufacturers, distributors, wholesalers, and operations-heavy businesses.

  • Work restarts at every handoff because context does not travel with it.
  • Requests arrive by email, chat, and spreadsheets, with someone piecing them together.
  • Teams act on different numbers because each tool holds a different version.
  • Leaders chase updates just to put a status report together.

What we build

An AI system that follows the work.

Connect your workflow around a single source of truth, with clear owners and review points.

Intake

Capture requests from the email, chat, and spreadsheets you already use. Structure the information and flag missing details for your team to complete.

Routing

Classify requests and send work to the right owner using agreed rules. Uncertain cases go to a human review queue before they move forward.

Handoffs

Make ownership and status clear as work moves between sales, operations, finance, and delivery. Keep approvals and exceptions attached to the work.

Broken handoffs

Reporting

Build one operational record with leadership views of orders, capacity, and exceptions. Define the data and decisions with the people who use them.

Executive ops BI

How it works

Start with the workflow. Build with your team.

We define the work, the systems involved, and the decisions your team needs to own before building.

  1. 01

    Start with a 30-minute call

    Discuss where work gets stuck, who is involved, and whether a workflow system is the right next step.

  2. 02

    Map the real workflow

    Follow the work from request to completion. Identify where information, ownership, or approvals break between teams.

  3. 03

    Design around your existing tools

    Connect what works. Recommend replacements only when justified. Agree on scope, record ownership, permissions, and human review points.

  4. 04

    Build and validate with your team

    Review working increments together. Validate the workflow and integrations with real but controlled cases before rollout.

  5. 05

    Roll out with a clear owner

    Plan the handover, document how the system works, and put monitoring and a named operational owner in place.

  6. 06

    Improve from operational feedback

    Use feedback from the people doing the work to refine routing, resolve exceptions, and adjust reporting.

Working together

What you can expect from us.

Agreed scope before build

We define what is included, who owns each part, and the delivery checkpoints before building.

Working increments your team can review

Your team sees the system as it takes shape and helps validate it against the real workflow.

Human review where it matters

We design review queues, approvals, and exception handling with your team.

Documentation and handover

We document the workflow, integrations, and operating responsibilities so your team knows how to run it.

Your accounts and data stay yours

The system is built in your accounts, with access and data ownership agreed from the start.

Go deeper

Connected workflows

Connect intake, routing, and handoffs across people and tools, with clear ownership at each step.

One operational record

Unify orders, inventory, invoices, and delivery status into a trusted view of the business.

Executive dashboards

Give leaders a clear view of margins, capacity, and exceptions, built on the data your teams use.

ORBIT platform concept

Before we talk

Questions about the build.

Start with a conversation

Tell us where the work gets stuck.

Book a 30-minute call to talk through your workflow and the next step.

Book a call