AI-native operations

Turn scattered work into an operation your team can run.

Corbel reviews how your work actually happens, then builds and can run the operating layer your organization is missing. Keep what works. Fix what matters. Replace only what has genuinely failed.

Systems Review offer: one bounded automation included through September 30. Details below.

01 / Review
Understand the operationEvidence from systems, documents, and people. Verdicts, priorities, and a priced plan in five business days.
02 / Build
Fix what mattersKeep, improve, connect, or replace, decided from the evidence. From focused fixes to a tailored workspace.
03 / Operate
Choose who runs itCorbel-run, run together, or handed over with documentation and training. Always optional.
Who Corbel is for

Built for operations that have outgrown workarounds.

You do not need an AI archive, a clean technology stack, or a transformation brief. You need valuable recurring work that has become harder to run, govern, or scale.

B2B sales and service companies

Your team rebuilds the pitch for every opportunity.

Turn product knowledge, pricing logic, account context, and existing sales practices into an approved operating layer every rep can use.

Book a call

Multi-location and field-service businesses

Each location runs the same work differently.

Connect sales, scheduling, delivery, and reporting around a dependable handoff without replacing every system already in place.

Book a call

Nonprofits, associations, and ecosystems

Reporting keeps stealing time from the mission.

Align program, funder, participant, and financial information around shared definitions, sources, access, and ownership.

Book a call

IT, engineering, and operations leaders

Your team can build almost anything. It cannot own every new build.

Bring in an AI-native deployment partner for the workflow, controls, launch, and handoff without sidelining the operation your leaders already run.

Book a call

These are fit signals, not client stories or outcome claims. Corbel adapts to the tools and controls already in place and does not assume a replacement platform.

How it works

Three stages. One decision at a time.

You never have to decide between modifying and replacing before the evidence is in. The Review makes that decision specific, priced, and safe.

Inside Review

See the operation clearly before choosing the work.

Corbel combines the evidence you already have with direct conversations about how work actually happens. No AI archive or prepared brief is required.

01Systems and data

CRM, databases, reporting, integrations, access, and ownership.

02Capture how work happens

SOPs, documents, forms, templates, and handoff rules. Structured interviews and workflow walkthroughs add the lived practice. Backread, an optional method, can add approved AI history when useful.

03Make the decisions

Keep, improve, connect, replace, or create, with the evidence behind each verdict.

04Price the Build

Priorities, owners, dependencies, sequence, and a bounded Build scope.

Inside Build

Build only what the evidence justifies.

The answer can be a focused improvement, connected systems, an extension of AI products you already use, a tailored workspace, a replacement, or a hybrid.

01Design the operating path

Define the workflow, sources, approvals, exceptions, and named owners.

02Configure or build

Improve existing tools, connect systems, extend the AI products you already use, or create what is missing.

03Test with real work

Validate permissions, handoffs, edge cases, controls, and output quality.

04Launch and hand over

Ship the system with documentation, training, a runbook, and accountable owners.

Inside Operate

Keep the system dependable without creating lock-in.

Corbel can run the operating layer, work beside an internal owner, or train your team and transfer the controls. Operate is always optional.

01Run the system

Monitor workflows, integrations, access, failures, and operating health.

02Support the team

Handle questions, exceptions, adoption issues, and changes in responsibility.

03Improve with control

Prioritize and ship approved changes without letting the system drift.

04Continue or transfer

Stay Corbel-run, share ownership, or move in-house with controls and runbook intact.

What you receive

See what a Systems Review can uncover.

Download a complete fictional sales-operations sample. It turns systems, SOPs, interviews, commercial outputs, and optional approved AI history into findings, ranked opportunities, architecture choices, controls, and a proposed Build plan.

Backread adds evidence from approved AI history in this example. It is optional. No AI archive or prepared brief is required for a Corbel Systems Review.

Download the complete sample Read the accessible overview 29-page PDF · fictional composite · illustrative content only
For IT, engineering, and operations leaders

AI makes it possible to build almost anything. Your operation still has to run.

Frontier models make internal tools faster to prototype. Shipping them responsibly still means product decisions, integrations, permissions, testing, documentation, and an owner for launch.

Corbel works beside your technical leaders as the deployment partner. We take responsibility for the build path while your team stays focused on the systems, people, and daily operation only they can lead.

Your team keeps the judgment and the keys. You own the custom layer, documentation, and controls. Corbel can keep useful software underneath and build only what is missing. Third-party models, hosting, APIs, and retained software may still carry their own fees.

One possible Build outcome: a tailored Workspace Illustrative customer Workspace · fictional example only
Example Company Workspace Illustrative organization
Example overviewOperations
Role · Program lead
Approved sourcesCRM · SOP library · Reporting sheet Shared boundaryProgram team
Approval queueHuman review
Access changeConfirm role boundaryNeeds decision
Monthly reportReview before releaseReady
Activity and healthExample status
Intake handoffHealthy
Service reminderHealthy
Reporting sourceReview

Each Workspace reflects the customer's operation. Existing tools remain in place when they are sufficient.

Pricing

Know the numbers before we speak.

The Review is fixed. Build scope comes from evidence. Operate is optional. Every price is agreed before work begins.

Review

Systems Review

CAD $4,500

Fixed fee. Five business days from complete access. Credited in full toward a Build that begins within 45 days.

What Review includes
  • Systems, data, SOPs, process notes, and interviews
  • Approved AI history only when it adds useful evidence
  • Evidence map, verdicts, priorities, and a priced Build scope
Build

Build

From CAD $7,500

Scoped from Review evidence. Larger and enterprise programs are scoped and quoted separately.

What Build includes
  • Keep, improve, connect, replace, or combine approaches
  • Configuration, automation, tailored software, or a customer Workspace
  • Testing, controls, documentation, training, and handoff
Operate

Operate

From CAD $1,000/month

Optional after launch. Keep Corbel involved, operate together, or choose a trained handoff with no ongoing retainer.

Operate ownership options
  • Corbel runs the operating layer
  • Corbel works beside your internal owner
  • Your team takes a trained handoff with no required retainer

The Review plan is yours whether or not Corbel builds it. A tailored Workspace, when justified, is scoped inside Build, not sold as a separate subscription.

After launch

Choose who owns the system.

Operate is optional. Retain Corbel from CAD $1,000/month, share ownership with an internal lead, or take a trained handoff. You never need an ongoing retainer to keep what was built.

Corbel runs it

We monitor failures, support users, manage access and integrations, and ship approved improvements.

Run it together

Your internal owner makes business decisions. Corbel maintains the operating layer and handles technical changes.

Take it in-house

We train your owner, transfer the controls, documentation, runbook, and improvement cadence, then step out on an agreed date.

In every path, the system, documentation, data, and operating knowledge remain yours.

Russell Cole, founder of Corbel Ops
Russell ColeFounder and lead operator
About Corbel

Your operation is the source. Corbel turns it into a system.

Corbel is led by Russell Cole, a builder and operator with eight years in agtech. Russell leads the Review, scope, and delivery decisions.

Your team remains the authority on the business. Corbel brings the operating method, applied AI depth, and accountability to make the result usable.

Additional expertise is named and scoped before it enters an engagement.

Meet Russell on LinkedIn

Find the right starting point.

Bring a workflow, SOP, tool, recurring frustration, or existing AI work. No archive or prepared brief required.

Prefer email? hello@corbelops.com