AI operations · Managed by Suede AI
AI operations. Automate the work that repeats, with one number each lane answers to.
For owners whose calls go unheard, whose leads wait in inboxes and whose reports get rebuilt by hand. Suede maps how the work runs, writes the guardrails, agrees one KPI per lane, and only then builds managed AI agents for the lanes that earn it, every run watched in Suede AI Agent Studio.
- Map first, then build
- Guardrails written before anything runs
- One KPI per lane, agreed up front
- Agents run and tuned by Suede
What you receive
A map, written guardrails, a number per lane, and agents that run
A map of how the work runs
Where calls land, where leads wait, which reports get rebuilt by hand, and who owns each outcome today.
Written guardrails
What each agent may touch, what it may send, what it hands back to a person, and what it stops on.
One KPI per lane
Agreed before the build and measured the same way each week, so everyone knows whether the lane is working.
Agents run and tuned by Suede
You watch every run live in Agent Studio; the fixes are Suede's to make.
A lane that stops earning its number gets switched off. That is part of the arrangement, and it is easy to do when the number was agreed before the build.
What operations covers
Five lanes, each with an owner and a number attached
Operations starts with a walk through how the business runs today: where calls land, who answers them, what happens to a lead between the form and the follow-up, and which reports get rebuilt by hand at the end of a month. That walk produces a map, and the map decides which lanes are worth automating. The bottleneck fixes come out of the map first.
Call review
Where calls go unheard. The map counts how many calls a manager actually listens to in a week, and what the rest would have shown.
Scored transcripts, weekly pattern report
Lead qualification
Where leads wait. The map follows an enquiry from the form to the first follow-up and marks every place it sits in somebody's inbox.
Routed leads with stated reasoning
Script and rebuttal consistency
Where the floor drifts. The map sets the written script beside what actually gets said on the phone and notes which gaps cost the sale.
Drift report, coachable and dated
PR rebuilds
Where the press record went stale: a newsroom out of date or a founder story nobody refreshed. The map decides between a one-off repair and a standing lane.
Press-ready assets and pitches out the door
Digital operations
Reporting, listings, records and the handoffs between tools. Automated where automation holds up, left with a person where it does not.
Fewer hand-built reports each month
How a lane goes live
Guardrails first, then the KPI, then the agent
- 1 · Map the lane
Watch the work once, by hand
Write down the steps, the exceptions and the person who owns the outcome today.
- 2 · Set the guardrails
Decide what the agent may do
What it may touch, what it may send, what it hands back to a person and what it stops on, written before anything runs.
- 3 · Attach a KPI
Agree one number
One number per lane, agreed up front and measured the same way each week. A lane with no number worth tracking stays manual.
- 4 · Build it in the Studio
Assemble the flow as nodes
The flow is built in Suede AI Agent Studio, so the path a task takes is visible rather than buried in a script.
- 5 · Run it in the open
Watch it work
You watch the runs live. Suede tunes, fixes and extends between them; your job is watching.
Who runs it
An operator's practice, led by an engineer
Before Suede, Jason Colapietro built, ran, and sold call centers. Call review, lead qualification, script and rebuttal consistency and the reporting rhythm behind a sales floor are disciplines he ran by hand; the agents encode that method. He still listens to sales calls himself.
That history is why the guardrails come first. A floor measured badly gets worse, and an agent pointed at the wrong number will hit it. The map, the owner and the KPI keep automation aimed at something the business actually wants more of.
Choose the next operational step
Move from a defined problem to working systems
Where the operation needs triage before any agent is worth building, start with a forward-deployed engineer: four weeks inside the operation, sorting what is broken from what is merely loud.
AI integration connects the agreed systems, and AI workflow automation implements a recurring task with its approvals and exception paths. Agencies can have the whole arrangement built and run for their own clients through white-label agent platforms.
Who does the work
Founder-led, by an engineer with a public record.
Jason Colapietro scopes every engagement himself. He has 54 pull requests merged across 46 open-source repositories he does not maintain, including Jest, Adobe React Spectrum and Backstage; he wrote The Claude Code Bible and Codex in Production; and he has shipped 9 iOS apps under his own Apple developer account.
Read the founder recordQuestions buyers ask
Questions about ai operations
What does managed mean here?
Suede builds the agents, runs them, watches the output and fixes what drifts. You watch them run in real time without having to adjust or touch anything. Access to the flows in Suede AI Agent Studio comes with the engagement, so the runs stay open to inspection.
Which parts of our operation get automated?
The parts that survive the map: repetitive, high volume, with a clear definition of done and a number attached. Judgement calls, escalations and relationships stay with your people. A lane with no measurable outcome is left manual on purpose.
How do we know it is working?
Each lane carries one KPI, agreed before the build and measured the same way each week. Alongside it you get the run history in the Studio, which shows the individual tasks the agent handled and what it did with them.
How does this relate to Suede AI's other services?
AI operations is the method behind Suede AI's managed agents. Agencies can have the same agents built and run for their clients under their own brand, and AI search visibility runs separately at Suede AI SEO. Some clients take one service, some take several.
Do you need serious triage before any of this?
Sometimes, and that is a separate named offer: a forward-deployed engineer who sits inside the operation, sorts what is broken from what is merely loud, and redirects the work before an agent is built for it.
Next step
Tell Jason where the work piles up.
Thirty minutes on a call is enough to find the first lane worth mapping. Jason replies himself, and you get a written scope.
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