AI systems for business operations

AI systems for the processes that
should not still live in spreadsheets

We help organizations turn spreadsheet, email, reporting, and approval-heavy workflows into governed AI-assisted systems built around the tools and processes they already use.

Powered by governed agentic workflows, human approval, and audit trails, our systems detect issues, draft next steps, route work, and keep decisions moving.

The problem · 01

The work that runs on spreadsheets and memory

Slow, fragile, hard to track

Every organization has a few critical processes still running on spreadsheets, email, manual reports, and tribal knowledge. They work, until the person who knows how leaves, the numbers stop reconciling, or no one can say where things stand.

See real examples →

What we do · 02

We map the process, then build the system

A working AI-assisted system, in weeks

We map how the work happens today and turn it into a working AI-assisted system, built around your real data and the people who run it. It flags what it cannot resolve rather than guess at your numbers. You see working software in weeks, not a year-long project.

How we work →

The result · 03

Cleaner data. Clearer ownership. Better visibility

A process your team can own

You get cleaner data, clearer ownership, and real visibility into a process that used to live in someone’s head, without replacing the systems you already use. Your team runs it day to day, and we keep it sharp.

Start with an intro call →

See it work

Ask your operation anything
One chat, three systems

The answers you need live in three places: a legacy ERP, a CRM, and the spreadsheet someone updates every Friday. Below is a working example. Ask a question and watch one assistant pull the answer from all three, with the sources it used called out as it goes.

Ask your operation

scripted slice · fictional data
Morning. I am connected to the ERP, the CRM, and the Friday ops sheet. Ask me what is going on.

One pane, three systems

214

Open orders

9 flagged at risk

Legacy ERP

$412K

Overdue A/R

22 invoices past 60 days

Legacy ERP

3

Renewals at risk

next 90 days

CRM

11.5 hrs

Line 3 downtime

logged this week

Friday ops sheet

The assistant reads all three. Nobody re-keys anything.

This is a working slice of the real thing: three full demos, guided tours included, no signup.

Drive the full demos

What we build

AI systems for the work your business runs manually

Every engagement starts with a real workflow: the spreadsheet, inbox, approval chain, report, or review process your team already depends on. We turn that work into a governed AI-assisted system with people in control where judgment matters.

Operational Command Centers

One place to monitor work, exceptions, tasks, status, ownership, and next steps across an active business process.

Shared services operations, dispatch coordination, project status, multi-location operations.

Billing & Reconciliation Systems

Review invoices, allocate costs, resolve disputes, reconcile usage, and produce audit-ready billing outputs.

Billing chargeback, vendor invoice review, telecom expense review, dispute tracking.

Approval & Governance Workflows

AI prepares the work; people review, approve, reject, escalate, and document the decisions.

Policy exceptions, compliance reviews, contract intake, spend approvals, risk reviews.

Knowledge & Service Assistants

Faster access to trusted answers, source documents, procedures, customer history, and internal knowledge.

Help desk support, HR advisor support, customer service knowledge, internal policy guidance.

Document & Data Review Systems

AI reads the documents, records, forms, and datasets your team reviews by hand, and flags what needs action.

Invoice analysis, contract review support, compliance document review, RFP response review.

Sales & Growth Intelligence Systems

Identify opportunities, qualify accounts, prioritize outreach, summarize research, and prepare next steps.

Lead intelligence, account research, pipeline prioritization, customer expansion opportunities.

Leadership

Built by operators, advisors, architects, and delivery leaders.

Every project is led by people who understand how work actually gets done: how decisions move, where processes break, how vendors fit, and what it takes to deliver systems that teams can actually use.

  • Paul Miller CEO
  • Eric Johnson Revenue & Partnerships
  • David Chambers Solutions & Architecture
  • Scott Telle Technology & Governance
  • Rick Miller Delivery & Execution
People who have run the operation →

Start with a conversation

We begin with an introductory meeting to understand your business, your workflows, and where your team believes an AI system could help. If there is a clear fit, we move into structured discovery and planning, then build around the tools and processes you already use.