Five lanes, each with an owner and a number attached
The work 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, 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 and which read better left alone. The bottleneck fixes come out of the map first (the queues and handoffs where work piles up) before any agent is built.
Call review
Recorded calls transcribed, scored against the criteria that matter on your floor, and summarised for a manager who has an hour rather than a day. Patterns surface across a week instead of one call at a time.
Scored transcripts, weekly pattern reportLead qualification
Inbound enquiries read, sorted and routed against your own definition of a fit, with the reasoning attached so a rep can see why a lead arrived where it did.
Routed leads with stated reasoningScript and rebuttal consistency
One script and one set of rebuttals, checked against what the team said on the phone. Drift shows up as a dated report a sales manager can coach from.
Drift report, coachable and datedPR rebuilds
A press record put back in order: newsroom, founder story, pitch material and the outreach behind coverage, run as a standing lane rather than a one-off push.
Press-ready assets and pitches out the doorDigital operations
The recurring digital chores of a company: 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 monthAgents are built and run inside Suede Agent Studio, the Suede Labs AI agent builder. A client opens the flow and watches it execute step by step, which is what makes the work checkable rather than described. The infrastructure underneath (the Studio, the guardrails, the reporting) is built and kept by Suede.
Guardrails first, then the KPI, then the agent
- 1 · Map the laneWe watch the work happen once, by hand, and write down the steps, the exceptions, and the person who owns the outcome today.
- 2 · Set the guardrailsWhat the agent may touch, what it may send, what it hands back to a human, and what it stops on. The guardrails are written before anything runs.
- 3 · Attach a KPIOne number per lane, agreed up front, measured the same way each week. A lane with no number worth tracking stays manual.
- 4 · Build it in the StudioThe flow is assembled as nodes in Suede Agent Studio, so the path a task takes is visible rather than buried in a script.
- 5 · Run it in the openThe client watches the runs live. Suede tunes, fixes and extends between them; the client's job is watching.
Lanes that stop earning their number get switched off. That is part of the arrangement, and it is easier to do when the number was agreed before the build.
An operator's practice, not a software licence
Jason Colapietro built and ran the most successful call centers in his niche and exited them for millions. The sales scripts he wrote for those floors changed the call center industry and are still in use across it today. The disciplines on this page (call review, lead qualification, script and rebuttal consistency, the reporting rhythm behind a sales floor) are the ones he ran by hand for years and wrote books about afterwards. The agents encode that method; they did not invent it. He still listens to sales calls himself.
That history is also 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 exist to keep automation aimed at something a business actually wants more of.
The visibility side of the house is written up separately: full-stack GEO covers what the machines say about you and what gets done about it, and the agency hub covers how to evaluate that work.
Questions about running AI operations
What does managed mean here?
Suede builds the agents, runs them, watches the output and fixes what drifts. Clients watch it run in real time without having to adjust or touch anything; their job is watching, Suede runs the rest. Access to the flows in Suede 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.
Is this the same practice as the GEO work?
Same firm, separate practice. Suede Labs AI runs full-stack GEO on the visibility side and managed AI agents on the operations side. Some clients take one, some take both; the operations work wraps around the visibility work rather than replacing it.
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.