On site · 90 days · One number
Embedded AI operations

I embed in your company for 90 days and move the number that matters.

Everyone bought the AI tools. Almost nobody got a result they can point to. I show up inside your business, find where the hours and the money leak, name the number we are going to move, build the fix with Claude and the systems you already run, and prove it moved. Then I run it, or I leave you someone who can.

The 90-Day Embed starts at CAD $9,000 per month. Prefer to start small? A Systems Review starts at CAD $2,999. Scope, fee, and timing are confirmed before day one.

Russell Cole, founder of Corbel Ops
Russell ColeFounder and lead operator. The person who shows up.
Why now

Everyone bought the tools. Almost nobody got the number to move.

The gap between paying for AI and getting a result from it is the whole job. The numbers below are not mine. They are the reason the job exists.

88%1
of companies now use AI in at least one business function.
1 in 31
have scaled it past experiments and pilots.
6%1
see measurable bottom-line impact, McKinsey’s “high performers”.
No. 12
AI skills are now the hardest skills for employers to find, worldwide.
  1. McKinsey, The state of AI in 2025, November 2025. 88% report regular AI use in at least one function; about one third report scaling; about 6% meet McKinsey’s high-performer definition.
  2. ManpowerGroup, Global Talent Shortage 2026, February 2026. 39,063 employers in 41 countries; AI skills ranked the most difficult to find for the first time.
How I work

One loop, run until the number moves.

It is the same loop every time. The tools change. The discipline does not.

Find the leak

I sit with the people doing the work and list every manual task from the last two weeks. The one eating the most hours gets circled.

Week one, on site

Name the number

Before anything gets built, we agree on the metric: hours back, mistakes cut, or money made. That number is what you are buying.

Before any build

Build the fix

Claude plus the systems you already run, wired with your real process documents until it does the job reliably. No science projects.

Claude and your stack

Prove it moved

Before and after, measured, in a two-minute demo your team can watch. Four hours down to twenty minutes is a fact, not a promise.

Measured weekly

Hand it over

I run it under Operate, or I train your AI person to run it. Either way, every list, workflow, and document is yours.

Yours to keep
The 90-Day Embed

Ninety days, on site, with an ending built in.

An embed is a run of the loop with me inside your building. It starts with a map and ends with a hand-over. Nothing about it depends on keeping me around.

Days 1 to 14

Map

I sit with the people doing the work. Every manual task from the last two weeks goes on a list. We circle the ones eating the most hours, draw the security boundary, and agree the number.

Days 15 to 45

First fixes live

Two to four workflows built with Claude and the tools you already pay for, wired with your real process documents until they hold. Each one measured against its number, every week.

Days 46 to 75

Compound

The tasks your team now brings me run through the same loop. Your internal AI person shadows every build so the knowledge stays in the building.

Days 76 to 90

Hand over

Runbooks, ownership, and the numbers side by side with day one. Then you decide: I run it under Operate, your AI person runs it, or both.

On site means on site. Ontario is home. Anywhere else in North America, travel is billed at cost and agreed before day one.

COMMUNICATION
AI ASSISTANTS
PRODUCTIVITY
DATA & PROJECTS
CRM
AUTOMATION
CUSTOMER ENGAGEMENT
01 Review
02 Build
03 Operate
Corbel
OPERATING LAYER
CORBEL · OPERATING PICTURE
Slack
Google Workspace
Salesforce
Airtable
Calendly
Claude
+
INTAKE HANDOFFHEALTHY
WEEKLY REPORTINGHEALTHY
FOLLOW-THROUGHIMPROVED
CorbelOperating layer
CommunicationSlack · Microsoft Teams · Zoom
AI assistantsChatGPT · Claude
ProductivityMicrosoft 365 · Google Workspace · Notion
Data & projectsAirtable · Trello · Asana · Jira · monday.com
CRMSalesforce · Attio · HubSpot
AutomationZapier · Make · n8n
Customer engagementCalendly · Twilio · Cal.com · Resend
01 Review Find the bottleneck 02 Build Put the fix in place 03 Operate Keep the outcome moving
The destination

Not a chatbot on your website. Not a deck. A number that moved.

The destination is always one of three things: hours back, mistakes cut, or money made. If a piece of work cannot be tied to one of those, I do not build it.

Pricing

Know the numbers before we speak.

Every price is in CAD. Scope, fee, and timing are confirmed before work begins. The embed is the full run. The rest stand on their own.

Review

Systems Review

Starting atCAD $2,999

Map the work, find what is failing, and leave with an executable roadmap. The smaller start.

Build

Build

Starting atCAD $4,999

Fix the current stack, replace weak links, or add a client-controlled operating layer.

Operate

Operate

Starting atCAD $500/month

Monitoring, maintenance, and support for one approved workflow. Co-managed and fully managed operation are scoped to responsibility.

Sales Engine

Sales Engine

All-inCAD $6,750/month

A managed outbound engine that books qualified meetings on your calendar. Remote, measured weekly.

The roadmap is yours whether or not Corbel continues. Build and Operate remain optional.

Service

What the service includes

Fit

Who this is for, and who it is not.

One operator, one embed at a time. That only works when the fit is honest on both sides.

For

  • Owner-led companies with real operations: sales, service, admin, production, or a back office that runs on people and spreadsheets.
  • Ten to two hundred people, one site that matters, and a leader who will make a decision every week.
  • Teams already paying for tools nobody fully uses.
  • Anyone who wants an AI person on staff and cannot find one to hire.

Not for

  • A chatbot on the website, or AI for the press release.
  • Companies that will not give access to the systems and the people doing the work.
  • Work that has to happen without being measured.
  • Enterprises that need a vendor rather than a person.
About Corbel
Russell Cole, founder of Corbel Ops
Russell ColeFounder and lead operator

One operator. Shows up in person.

I am Russell Cole. Eight years building in agtech and operations, most recently running the pipeline, CRM, and operating systems for two government-funded innovation ecosystems in Canada. I run Corbel Ops Inc. on the same AI stack I install for clients, and every venture I own runs on it too.

The working style is direct: clear communication, fast execution, and attention to the number you actually care about. Scope, access, human authority, and any extra expertise are agreed before work begins.

The name: a corbel is a structural support built to carry weight. That is the role.

Questions

The things people ask before they book.

Short answers. The long ones happen on the call.

Why not just hire someone?

You can, and eventually you should. Right now AI skills are the hardest skills in the world to hire for, and people who have them command a 62% wage premium3. The embed gets the first results inside 90 days and leaves behind someone in your building who can keep going. That is the hire, made easier.

Which AI tools do you use?

Claude first, because it is the strongest tool for this work today. Also whatever your company already licenses, including ChatGPT, Gemini, and Copilot, and open models when data cannot leave your control. Only tools your company approves, and no customer data goes into anything that is not approved.

What about our data?

The security boundary is drawn in week one, before anything is built. Your systems stay yours, in your accounts, under your logins. The standing commitments are on the Trust page.

What if the number does not move?

Then you will know by day 45, not day 90, because it is measured every week. You keep the roadmap, the fixes, and the documentation either way. Operate is optional.

Are you on site the whole time?

Mapping is on site, always. Building is mostly remote with on-site days at the milestones, because that is where the work goes faster. The hand-over is on site.

Do you only do the full embed?

No. A Systems Review is the smaller start. Build, Operate, and the Sales Engine stand on their own. The embed is all of them in one run, with me in the building. If you would rather grow your own AI person, start at Learn.

  1. PwC, 2026 Global AI Jobs Barometer, June 2026. Average advertised wage premium for workers with AI skills: 62%.
Fictional composite · illustrative content only

Corbel Systems Review · Sales Operations Sample

See how one Review traces broken handoffs, compares operating-stack choices, and turns the evidence into a sequenced implementation roadmap.

What number would you move first?

Bring the task that eats the most hours, or the leak you already suspect. Twenty minutes on a call and you will know whether an embed, a Review, or nothing at all is the right next step.

Prefer email? hello@corbelops.com