Coco for RevOps leads.
A co-worker for the CRM underneath the dashboard. Coco handles the hygiene, the routing rules, the pipeline briefs, and the quarterly cleanups, approval-gated at first, on watch once you trust the pattern.
Coco is built for the RevOps lead who owns the CRM the rest of the team blames. Duplicates, missing fields, stale companies, broken routing, the Friday-morning pipeline brief that goes out late because Thursday ran long: Coco runs the maintenance work as a co-worker, with every external write gated on your approval the first time through.
The wedge isn't a hygiene tool that surfaces issues for you to fix manually. It's a co-worker that proposes the fix, runs it once you approve, and learns the rules you keep applying. About 1–2 credits per record cleaned, ~25 credits per pipeline brief, pooled across the GTM team on the Team tier.
What a RevOps day actually looks like.
You own three things nobody else wants to own: the CRM, the rules, and the report. The CRM is a graveyard of half-filled records, duplicates from Apollo imports nobody documented, and companies that haven't been touched in eighteen months. The rules (lead routing, deal stage, ownership transitions) drift the moment anyone re-segments territories. The report is whatever the VP of Sales asked for at 4:47 PM on a Thursday, due Friday morning, drawn from data you know isn't clean.
A typical week:
- Monday: the weekly pipeline brief. Eight tabs in Salesforce, three in the data warehouse, a Notion doc, and a screenshot pasted into Slack at 10:55 AM.
- Tuesday: the routing complaint. A lead landed with the wrong AE because the rule didn't account for the new EMEA segment. You patch the rule, then patch the leads that got routed wrong last week.
- Wednesday: the dashboard QA. The VP's win-rate dashboard moved 4 points overnight. The data didn't move; a stage definition did. You audit, you write the note, you brief the VP.
- Thursday: the hygiene queue. 220 stale records, 47 likely duplicates, 180 missing-employer-domain contacts. You batch what you can, file the rest for "later this quarter."
- Friday: the unplanned ask. Marketing wants a list of accounts that opened the last campaign. Finance wants a customer count by ARR band. Both are five-minute questions if the data is clean.
The work is unglamorous, high-leverage, and chronically deprioritized. The team trusts the report only as much as they trust the underlying data, and the underlying data only as much as it was last cleaned. Most RevOps leads we've talked to are running between 60% and 70% of the hygiene they know they should, not for lack of skill, but for lack of hours.
Coco is built for that gap. Process design and stakeholder management stay with you. The execution underneath the dashboard — record-level hygiene, routing patches, brief drafting — Coco runs it.
6 jobs Coco takes off the queue.
Each cross-links to the full use-case write-up. Credit anchors are the typical cost per unit; frequencies are the cadence Coco watches when you put the play on a schedule.
Keep the CRM honest.
Duplicates surface as merge proposals. Missing fields surface as enrichment proposals. Stale companies get queued as archive candidates, with the evidence attached.
Draft the pipeline brief.
The Friday-morning brief drafted from Salesforce and the data warehouse, with stage-change notes, deal slip flags, and a per-AE table. You edit, you send.
Audit lead routing.
Coco watches inbound leads against your routing rules, flags misroutes in real time, and proposes the rule fix when a pattern repeats. New territory edits land as a diff for your approval.
Run the quarterly cleanup.
The cleanup that lives at the bottom of the queue. Coco batches stale records, dead emails, orphan contacts, and accounts without owners, proposing one approval batch per category.
Answer the five-minute ask.
Marketing wants a list. Finance wants a count. The CEO wants to know how many accounts touched two products. Coco drafts the segment, the count, and the source query, ready for you to vet.
Sweep the stalled deals.
A pipeline-wide pass for deals silent past your threshold. Coco surfaces them with drafted re-engagement messages and proposed CRM updates, then waits for your call on each one.
Hand Coco the dedupe pass. Watch what comes back.
The fastest read on Coco for a RevOps lead is the dedupe queue. Point Coco at one object (usually Contacts), set a confidence threshold, and review the first batch of proposed merges with the evidence attached. The work is concrete, the cost is small, and you'll know in twenty minutes whether the judgment matches what you'd have done by hand.
A Tuesday, with Coco running underneath.
One week after the dedupe pass earned its keep. Coco is on a daily hygiene watch, drafts the weekly brief, and audits routing in real time. You're still the one who decides what merges, what gets sent, and which stakeholder gets the awkward note.
Inbox: the overnight hygiene report.
Coco ran the nightly hygiene pass while you slept. It found 47 likely-duplicate contacts (mostly from a Marketing form fill that didn't match on email casing), 12 accounts with the new EMEA segment unset, and 8 inactive customers with renewal dates inside 30 days that nobody had flagged. The proposals are queued. Nothing has been written yet.
You approve in batches, not in clicks.
Twelve minutes of review, three batch approvals: the unambiguous duplicates (37 of 47), the segment fills (all 12), the renewal flags (all 8). The remaining 10 duplicates go back into the queue, the ones where Coco's confidence dropped below your threshold and you want to look at each individually later. The work that would have been ninety minutes of clicking is twelve minutes of judgment.
Coco didn't decide what "ambiguous" means. You did, two weeks ago, when you set the threshold.
A routing flag lands in Slack.
An inbound lead from a French enterprise account got routed to your North-American MM rep. Coco caught the rule miss (the new EMEA segment didn't include sub-1k-employee accounts) and posted to your Slack channel with the proposed rule diff. You read it; the fix is the obvious one. You approve. Coco re-routes the lead and patches the rule going forward, then quietly reroutes three other leads from this morning that hit the same edge case.
"Win rate by segment for last quarter?"
The VP of Sales messages: they want a slice for the board deck on Thursday. You forward the ask to Coco. Coco drafts the query, runs it in your warehouse, and surfaces a one-page brief: win rate per segment, sample size, year-over-year movement, and a flagged caveat that the EMEA segment has insufficient sample to call. You read, you accept the caveat, you send. Eight minutes elapsed.
The quarterly batch you'd been postponing.
You'd been meaning to clear the 1,400 orphan contacts since February. You hand Coco the segment ("contacts with no account, no activity in 12 months, no campaign engagement") and ask for an archive proposal in batches of 200. Coco builds the proposal, attaches the rationale per record, and queues five batches. You approve the first two now, the rest tomorrow. The work that lived at the bottom of the queue for ten weeks closes in two days.
The dashboard QA you didn't have to run.
Friday's win-rate dashboard would have moved 3.2 points overnight if you hadn't fixed the EMEA segment rule this morning. Coco notes the catch in the weekly journal, alongside the eleven other patches it ran this week, and queues the draft of Monday's pipeline brief for your review at first coffee. End of day. You did two real conversations, ran one VP ask, and closed a backlog that had been compounding since February.
Coco logs every action it took. You can audit any of them in one click.
I'd been treating the CRM like a part-time job inside my full-time job. Coco didn't make the work go away; it just stopped being mine at the level of clicks. The judgment calls are still mine. The eight-hundred-record cleanups aren't.
What Coco doesn't replace for RevOps.
The execution layer below the dashboards is Coco's wedge. The strategy layer above them isn't. Where the line sits, and where you keep the work, matters.
- Process design.The rules of engagement, the lead routing logic, the stage definitions, the fields that matter to your business: these are judgment calls Coco can't make for you. Coco runs the rules you set, surfaces when they drift, and proposes patches. Picking the rule in the first place is your work.
- Stakeholder management.When the VP of Sales asks why the dashboard moved, Coco can hand you the answer. It can't have the conversation. The "we changed the stage definition in March" follow-up is a human conversation with consequences, and it stays with you.
- Tool selection.Your tool stack is yours. Coco doesn't decide whether you need Clay, whether to consolidate on HubSpot, or whether your CRM setup is right. Platform-consolidation calls stay with you.
- The hard "we won't ship that" calls.When Sales asks for a custom field on every deal because of one outlier, when Marketing wants a new property on every contact, when Finance wants reporting Coco can't draw from the current data model: the call to push back, scope down, or delay belongs to you. Coco is a co-worker, not a shield.
Pooled credits, shared memory.
RevOps usage clusters: hygiene runs in the early morning, briefs on Friday, ad-hoc pulls throughout the week. Pooled credits at the team level absorb the lumpiness; per-seat pricing would over-charge for the AEs who barely use Coco and under-resource the RevOps lead who runs it constantly.
Shared memory matters too. Your rule thresholds, your stage definitions, the hygiene patterns Coco learned from you should be available to the whole team, not stuck in one person's account.
Frequently asked.
Does Coco work with Salesforce, HubSpot, or both?
Both. Coco is built to read from and write to whichever CRM you've standardized on. Most RevOps leads we work with are on Salesforce or HubSpot, and a few run both in parallel during a migration. Coco writes through the official API and respects field-level permissions; any cross-system reconciliation happens with proposed diffs you review before they land.
How does approval scale to team-level use?
The same way it scales to solo: every external write is proposed before it runs. Once a hygiene pattern is proven on your account, you can promote it to a watcher, where Coco runs the pattern on schedule inside the guardrails you set and surfaces anything that falls outside the pattern for your review. Admin audit on Team and Enterprise gives you a per-action log of everything Coco did, who approved it, and when.
What about the data my legal team doesn't want sent to an LLM?
You can scope Coco's access at the field level. PII fields can be masked from the model's view; Coco still proposes the action ("merge these two contacts based on matched company domain plus last name") without ever seeing the masked field's contents. The audit log shows which fields were visible for each action. See the security model →.
Can Coco draft the pipeline brief in our existing template?
Yes. Hand Coco one week's brief (the layout, the sections, the tone) and it'll match the template going forward. Drift gets flagged ("you added a new section last week; carry it forward?") rather than silently propagated. Most teams stabilize a brief template in two to three weeks of iteration.
How does Coco handle the rules I've built over years?
Coco reads them as the source of truth and learns where they break. It won't rewrite a routing rule unless you approve the diff; it won't change a stage definition unless you approve the diff. The first month is calibration, where Coco proposes patches and you accept or reject them, and by month two most teams find Coco is catching the misroutes and field drifts before the stakeholders do.
Is this a replacement for our data engineer?
No. Coco handles the operational layer: record-level hygiene, brief drafting, ad-hoc segment queries, routing audit. The data engineer's work (pipeline design, warehouse modeling, dashboard architecture) sits above Coco's surface area. If anything, Coco frees the data engineer from the ad-hoc pulls so they can focus on the modeling.
Hand Coco the dedupe pass this week.
You've seen what the dedupe pass looks like. The next step is the routing watch: connect Salesforce or HubSpot, point Coco at inbound leads, and run a week of flag-and-review before committing to the full watcher.