“What a Discovery Map actually surfaces.”
Discovery Map (Portfolio) · figures aggregated and anonymized across multiple clients.
The Opening
A project-based services back office came to Cloon excited about agents. The team was sure inefficiencies existed somewhere, but could not say where they lived or how agents would fit. Cloon did not jump to solutioning. It started with discovery and questions, because the fastest way to waste an agent is to point it at the wrong problem.
“You cannot automate your way out of a problem you have not named yet.”
Cloon, on day 0
The Map
The questions surfaced the real pain. It was not bad workflows. It was the absence of proper processes, driven largely by the absence of proper tooling, with the tools they already owned sitting underused. Definitions were siloed too: every person carried a private version of what counted as a marketing-qualified lead, a sales-qualified lead, and the ideal customer profile, which is the line between marketing and sales.
The insight followed from that. Put those definitions into extensible tooling that agents can reason over, and you stop training people on the workflow. You only have to define what good looks like and what bad looks like, and let agent reasoning handle everything in between.
The Structure
The structure the map points to is a lead-scoring system with a zero-friction interface that lets a salesperson grade their own leads. The agent reasoning asks the right questions and produces the answers operations needs before the handoff, so a rep can pass along a lead that will not get kicked back. That returns operations specialists to the in-flight projects that actually pay, and as a secondary effect it makes the sales seat more attractive.
To be clear about scope: the MAP ships no software. The deliverable is the decision and the blueprint. The build is the client’s to greenlight on their own timeline. We trace every recurring workflow, time it, and tag each task as keep-human, automate-later, or eliminate-now.
| Tag | Meaning | What happens |
|---|---|---|
| Keep-human | Judgment-heavy work | Stays with the team |
| Automate-later | Structured, high-volume | Candidate for a future build |
| Eliminate-now | Pure duplication | Removed in the process redesign |
The Receipts
Tallied across the engagement, the operations side was losing roughly $388K in resources to this misalignment, the margin and attention pulled off paying work and into lead qualification that never belonged there. That is the lost value the map surfaces and the recommended structure recovers, not a headcount cut. The figure is kept checkable and is aggregated and anonymized across multiple MAP engagements, with this back office as the representative spine.
What the Customer Kept
A MAP ends with the diagnostic in your hands, whether or not you ever hire Cloon to build. Here is what this back office walked away owning.
- A process map showing where work actually flows, and where it stalls
- Standardized MQL, SQL, and ICP definitions that replace every private version
- A lead-scoring rubric and self-grading blueprint operations can trust
- The recommended tooling structure, plus a task inventory tagged keep-human, automate, or eliminate
Talk to us about your industry
Most teams cannot tell whether they have a people problem or a process problem until someone maps it. Two weeks tells you which one you are actually facing, before you spend a dollar trying to fix the wrong thing. Thirty days to mapped ROI, or we leave.
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