Managed AI operations

One operating layer for your business, run by us.

Start with an AI Operations Audit. We find the bottleneck, then build and run the right system on the tools you already use. Fixed scope, plain language, real outcomes.

Live operations feed
Lead qualified
Routed to sales · Northpath
2m
Follow-up drafted
14 replies ready for review
6m
Invoice extracted
#4021 · awaiting approval
12m
Appointment booked
Synced to CRM · confirmed
19m
Fixed scope before buildPlain-language strategySystems that connectSupport after launch
AI Operations Audit

See exactly where AI will make you money before you build anything.

An AI Operations Audit is worth it when it ends in a ranked build plan, not a deck. The right roadmap names the workflow, expected return, data source, risk level, owner, and the first managed system to install.

  • Plain-language roadmap
  • Use-case scoring
  • Risk and approval rules
  • First build recommendation
Marrow
DashboardRoadmapInsights

Opportunity roadmap

Ranked by score
#WorkflowOpportunity scoreRisk
1Customer support Low
2Lead qualification Med
3Invoice extraction Low
4Knowledge base Med
Managed AI workers

Managed AI workers that answer, qualify, follow up, and update, on their own.

A managed AI worker earns its place when it has a clear job, trusted sources, safe permissions, and a human handoff. It should remove manual work without creating a second mess to manage, and someone should be accountable for keeping it running.

  • Lead qualification
  • Support answers
  • CRM updates
  • Human approval gates
Support ticket #CED-1492Resolved
Hi, I'm having trouble with my order payment.
I'm looking into this now. It looks like an internal validation issue, not your bank.
Reprocessed successfully. Your confirmation is on the way.
That's all, thanks. Super helpful.
Workflow status
Issue detected
Submitted via help form
Agent analyzing
Checked order + logs
Customer notified
Update sent by email
Resolved
Payment reprocessed
Custom AI systems

Custom AI systems built around the way your business actually works.

A custom AI system is worth it when off-the-shelf tools force too much workaround. The build should remove manual steps, connect key data, and run a real part of the operation, with controls and a clear owner.

  • Internal tools
  • Client portals
  • API integrations
  • Reporting dashboards

Active jobs

Active jobs
24
↑ 8%
Avg. completion
3.2d
↓ 5%
Pending reviews
7
+2 today
Throughput
Active jobs
Website redesignIn progress
CRM migrationDone
Inventory syncQueued
Conversion websites

Websites that capture demand and feed it straight into AI follow-up.

A conversion website needs clear positioning, fast pages, proof, search structure, lead capture, and a real handoff into follow-up. The best version is managed over time and wired into the AI that works the leads it brings in.

  • Conversion-first copy
  • SEO architecture
  • Fast Next.js build
  • Managed improvements
Fern & OakHomeAboutContact

Sustainable goods for modern homes.

Shop now
Website traffic
Conversion
3.2%
Orders
145
Where to start

Choose the service by the problem, not by the trend.

Need direction?

Start with consulting when AI clearly matters but the order of operations is a mess.

AI roadmap

Need work handled?

Start with agents or automation when repeat tasks slow down follow-up, support, or operations.

AI agents

Need a better operating system?

Start with software or a managed website when the current tools confuse customers or staff.

Software & web
How it ships

A simple build path business owners can actually follow.

01

Name the bottleneck

We trace the work from first contact to finished task so the real cost shows up.

Problem first
02

Scope the smallest build

We define the workflow, owner, data, and launch metric before development starts.

Fixed scope
03

Ship with demos

You review working versions during the build, not a surprise at the end.

Visible progress
04

Tune after launch

We watch real usage, fix friction, and hand over simple operating notes.

Support stays
FAQ

Questions people ask before they buy.

How do I know which service I need?

You do not have to. We start from the bottleneck, recommend the smallest useful build, and tell you plainly if a project is not worth it yet.

Do you scope and price before any work starts?

Yes. Every engagement begins with a fixed scope, success metric, and approval points so the cost is clear before money changes hands.

What happens after launch?

Launch includes documentation, operating notes, and a support window. The system is built to keep working without you babysitting it.

Can the pieces connect to my existing tools?

That is the point. Agents, software, and websites are built to route requests, update records, and hand off to the right person across the tools you already use.

Start with the system that removes the most friction.

Tell us the bottleneck. We will recommend the smallest build that fixes it, scope it clearly, and ship something that keeps working after launch.