We find the workflows costing you time and money, redesign them, and implement the right AI and software. Then we manage what we build and measure what changes.
These are the recurring situations we look for. Each one connects to a specific intervention and to a measure you can check afterwards.
01
Estimates stall while someone gathers information.
What we investigate
Structured intake that asks for what the estimate actually needs, retrieval of approved pricing and site history, an AI-assisted draft, and a routing rule that sends it to the right approver.
How it is measured
Days from request to estimate sent, and the share of estimates waiting on missing information rather than on a decision.
02
Inquiries and follow-up fall between disconnected systems.
What we investigate
One record of open commitments with an owner and a due date, assembled from the systems you already use, with overdue items surfaced instead of searched for.
How it is measured
Share of inquiries with a logged next action and owner, and time to first substantive response.
03
Completed work and approved extras reach billing late.
What we investigate
A completion checklist tied to the evidence the invoice needs, approved extras captured with their authorization, and a prepared invoice packet that a person reviews and releases.
How it is measured
Days from completion to invoice-ready, and the share of invoices released without rework. Faster invoicing changes timing; it is not new revenue.
04
The owner has to chase routine decisions.
What we investigate
Written decision rules with thresholds, routing to the right owner, an approval queue with context attached, and escalation only for the cases that genuinely need you.
How it is measured
Share of routine decisions resolved without the owner, and the volume and age of items still escalating.
Training, adoption, governance, and value measurement run through all three services. They are not separate consulting practices and they are not optional extras.
03AI in action
One workflow, before and after.
A field-service estimate, from the customer request to the follow-up. Switch between today and the redesign, then open any stage to see who acts, what controls it, and what changes.
Illustrative workflow / Field service: customer request to follow-up
Redesigned / Stage 01 of 5
Every route lands in one record with the same required fields.
Phone, form, and email all create the same intake record. The form asks for what an estimate actually needs. A rule assigns an owner immediately so the request is never unattended.
Who actsIntake rule, then the assigned owner
What is capturedCustomer, site, request type, access constraints, urgency
ControlAssignment rule with a named fallback owner
What changes and why
Ownership is decided at the moment of arrival rather than by who happens to notice. That single change removes most of the requests that quietly go nowhere.
Human-ledRules-basedAI-assisted
Five stages, each with an owner and a control. Intake asks for what the work needs, approved information is retrieved rather than remembered, AI prepares a draft, rules route it, a person approves it, and follow-up is monitored.
An illustrative design example, not a client case study. No result is claimed, nothing is sent, and no system is connected.
Illustrative photography
04People and control
Software does the assembling. People keep the authority.
Automating part of a job changes somebody’s work, and giving software the ability to act creates a risk that has to be bounded. Both are part of the engagement, with owners and funding.
Employees help design the change.
The people doing the work know which step exists because of a complaint five years ago. They shape the redesign, and what they tell us is used the way we said it would be.
Consequential decisions stay with a person.
Employment, material spend, safety, credit, and significant customer commitments have a named approver and a written threshold agreed by the business.
An exception is held, not guessed.
When a case falls outside the rules the system stops and routes it to someone. Quietly proceeding on a best guess is the failure mode that makes automation untrustworthy.
Workforce effects are priced before approval.
If a change narrows a role or reduces hours, that belongs in the business case with an owner and a funded response, not in a conversation after go-live.
Xpancom is Mitch Moccia’s practice. More than twenty years of building software, now pointed at the operational problems that make established businesses harder to run than they should be.
01
Founder-led delivery.
The person who watches your coordinator work is the person who designs the change and writes the code. No handoff from the people who sold the engagement to the people who deliver it.
02
We implement, not just advise.
Configuration, integration, and custom build where it is justified. The deliverable is a workflow running in your business, not a slide describing one.
03
Your existing tools get checked first.
Your service platform, accounting system, and scheduling tool can usually do more than they currently do. New software is a decision we have to justify, not a default.
04
Measurement you can argue with.
Forecast, observed operating change, and realized financial benefit stay three separate records. Assumptions are written down so you can challenge them.
About thirty minutes on the operating constraint, who it affects, and what a better outcome would be worth. No AI specification required and no obligation at the end.
02
The assessment is a separate paid engagement.
If there is a useful question to investigate, we propose a bounded assessment in writing with its scope, fee structure, and decision gates. You can decline it and still keep the conversation.
03
Implementation is a third decision.
Nothing about the assessment commits you to building anything. Deciding not to proceed is a normal result and we would rather reach it early than late.
Your AI operating partner.
Tell us where the work gets stuck.
A short first conversation about the operation, the people it affects, and whether there is a useful question to investigate. It is free and it is separate from the paid assessment.