BY ROLE

The AI Revenue Engine Every CRO Needs to Win

CROs are held to a number built on data scattered across five tools, assembled once a week in a spreadsheet. By the time a risk surfaces, the quarter is already in trouble. Swan is your AI GTM engineer: it monitors every revenue signal, surfaces risks early, and executes plays before problems reach your forecast call.

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The problem

Why CROs Can't Get Ahead of the Number

Revenue data lives in too many places for anyone to see clearly. By the time it comes together, the window to act has already closed.

Your Forecast Is a Guess

Pipeline data lives in Salesforce. Call signals live in Gong. Intent data lives in ZoomInfo. Website activity lives in HubSpot. Your team manually assembles a forecast from all of them, once a week, after most of the context has gone stale.

Revenue Signals Die in the Noise

Funding announcements, pricing page visits, champion changes, competitor evaluations. Buying signals fire every day. By the time they surface in a pipeline review, the window has already closed.

Marketing and Sales Blame Each Other

Marketing says the leads are there. Sales says they're not qualified. Neither team is looking at the same data. You're the referee in a handoff failure that costs you pipeline every quarter and there's no shared system to resolve it.

Strategy Waits for Execution to Catch Up

Every new GTM play needs a scoping meeting, an ops request, and a sprint before it touches a real account. By the time the play is live, the market moment has passed.

The solution

AI Revenue Intelligence That Keeps CROs Ahead of the Number

Swan is your AI GTM engineer. Describe any revenue workflow in plain English and Swan builds it, runs it, and keeps it running. Swan is the context and orchestration layer across your revenue stack: it works autonomously on execution so you can focus on the decisions only a CRO can make.

Full Pipeline Visibility, Always Current

Swan monitors every deal signal across Salesforce, Gong, HubSpot, and LinkedIn in real time. Stalled deals, champion changes, competitive threats: surfaced before they hit your forecast call. You stop reacting at the end of the quarter and start preventing at the start of the week.

From Signal to Executed Play in Minutes

When a deal stalls, a champion goes dark, or a target account shows intent, Swan identifies the risk, researches the account, and executes the right play immediately. Revenue intelligence that acts, not just reports.

Sales and Marketing Running the Same Play

Swan aligns what marketing generates with what sales needs. Leads arrive with intent signals, enrichment, and recommended next steps already attached. No more handoff failures. One revenue motion, coordinated by AI.

CRO Results From Real Teams

3x
Pipeline-to-close conversion improvement
78%
Increase in qualified pipeline from existing leads
<24H
From revenue signal to executed play
0
Pipeline risks missed because signals went undetected

Before & After Swan

Before Swan

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Today's CRO manages revenue across Salesforce, Gong, HubSpot, and ZoomInfo, none of which connect without manual assembly. Forecast reviews run on gut feel and last week's exports. Buying signals surface too late or not at all. By the time the team mobilizes, the quarter is already in trouble.

After Swan

Salesforce Icon Logo
ACME Corp: no activity in 18 days, champion changed
Assigned to David
Review outreach
Analyzing deal risk signals...
Researching ACME Corp and new champion...
Pulling Gong call history and email engagement...
Identifying decision-maker contacts in HubSpot...
Drafting executive re-engagement outreach...
Sending to deal owner for review...
Swan Icon
ACME re-engagement play ready
Sarah Chen, VP Revenue. Draft sent to deal owner.
Review outreach

What took days takes minutes. Swan monitors deal signals across every tool, identifies the risk, and drafts the play. You see the problem before it hits the forecast. The number stops being a surprise.

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PLATFORM

If You Can Write It, Swan Can Build It.

Swan handles any revenue workflow you can describe. Here's what CROs and their revenue teams build most often.

Swan monitors every deal for stall signals: no activity, champion changes, dropped engagement. When risk appears, Swan flags it, researches the context, and routes the alert to the deal owner before the forecast call.

Funding announcements, pricing page visits, hiring surges: Swan monitors intent signals across your target account list and executes the right play the moment one fires. High-value accounts no longer slip past unworked.

Swan aggregates deal signals, engagement data, and intent activity into a clean picture of pipeline health. Forecast reviews stop being gut-feel exercises and start being grounded in what is actually happening.

When a deal goes quiet, Swan maps the buying committee, identifies decision-makers, and builds a multi-threaded engagement plan. No more single-threaded deals dying when one contact goes dark.

Swan closes the gap between marketing pipeline and sales execution. Leads arrive with intent signals, enrichment, and context already attached. The handoff stops being where deals go to die.

When a deal shows signs of competitive evaluation, Swan surfaces the signal and drafts a response play for the rep. Deals don't get lost to competitors you didn't know were in the room.

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Integrations + B2B Data

Your Entire Revenue Stack. One Connected System.

CRM, conversation intelligence, intent data, enrichment providers, outreach platforms. Swan is the context and orchestration layer connecting every tool your revenue team runs on, keeping signals flowing and plays executing so nothing falls through the gaps between systems.

Loved by teams scaling smarter, not bigger

Swan is more productive than our last BDR
Ryan Buckley
CEO @ Shovels.ai
Big fan of Swan! What you are building is unique!
Clement Cazalot
CEO @ Machinery Partner
Our trial ended today and our sales lead replied "heartbroken"
Harry Wilson Hallberg
Co-Founder @ Flowspace
We installed Swan yesterday. The qualification flow needs a few tweaks but WOW, we're extremely impressed.
Adam Fachler
Marketing Director @ Veraset
We've significantly increased our meetings scheduled by using Swan
Odelia Lourie
BD Manager @ Winn.ai
Dude, we’ve burned through so many AI tools that overpromise. Swan actually works - finds people who want to talk and tells us what to say. Finally.
Gary O’Neil
Director of GTM ops @ Machinery Partners
Love your product – right combination of AI scale with human in the loop
Jon Folland
CEO @ SalesDesk
Swan is outstanding. Honestly I was surprised how it’s perfectly fitted to what we needed. Well done Swan team.
Osnat Lidor
Chief Marketing Officer @ Rep AI
Saw your post, got onboarded in minutes (your Slack onboarding is phenomenal) and two days in, we are already seeing value. The execution is flawless!
Yoni Leitersdorf
CEO & Co‑Founder @ Solid
Just tried Swan for a couple of days and already love the smooth onboarding, visitor identification and the AI research. Amazing you’re doing this with only 3 people.
Harish Dittakavi
Chief Growth Officer @ Hivel
Swan is more productive than our last BDR
Ryan Buckley
CEO @ Shovels.ai
Big fan of Swan! What you are building is unique!
Clement Cazalot
CEO @ Machinery Partner
Our trial ended today and our sales lead replied "heartbroken"
Harry Wilson Hallberg
Co-Founder @ Flowspace
We installed Swan yesterday. The qualification flow needs a few tweaks but WOW, we're extremely impressed.
Adam Fachler
Marketing Director @ Veraset
We've significantly increased our meetings scheduled by using Swan
Odelia Lourie
BD Manager @ Winn.ai
Dude, we’ve burned through so many AI tools that overpromise. Swan actually works - finds people who want to talk and tells us what to say. Finally.
Gary O’Neil
Director of GTM ops @ Machinery Partners
Love your product – right combination of AI scale with human in the loop
Jon Folland
CEO @ SalesDesk
Swan is outstanding. Honestly I was surprised how it’s perfectly fitted to what we needed. Well done Swan team.
Osnat Lidor
Chief Marketing Officer @ Rep AI
Saw your post, got onboarded in minutes (your Slack onboarding is phenomenal) and two days in, we are already seeing value. The execution is flawless!
Yoni Leitersdorf
CEO & Co‑Founder @ Solid
Just tried Swan for a couple of days and already love the smooth onboarding, visitor identification and the AI research. Amazing you’re doing this with only 3 people.
Harish Dittakavi
Chief Growth Officer @ Hivel
Swan is more productive than our last BDR
Ryan Buckley
CEO @ Shovels.ai
Big fan of Swan! What you are building is unique!
Clement Cazalot
CEO @ Machinery Partner
Our trial ended today and our sales lead replied "heartbroken"
Harry Wilson Hallberg
Co-Founder @ Flowspace
We installed Swan yesterday. The qualification flow needs a few tweaks but WOW, we're extremely impressed.
Adam Fachler
Marketing Director @ Veraset
We've significantly increased our meetings scheduled by using Swan
Odelia Lourie
BD Manager @ Winn.ai
Dude, we’ve burned through so many AI tools that overpromise. Swan actually works - finds people who want to talk and tells us what to say. Finally.
Gary O’Neil
Director of GTM ops @ Machinery Partners
Love your product – right combination of AI scale with human in the loop
Jon Folland
CEO @ SalesDesk
Swan is outstanding. Honestly I was surprised how it’s perfectly fitted to what we needed. Well done Swan team.
Osnat Lidor
Chief Marketing Officer @ Rep AI
Saw your post, got onboarded in minutes (your Slack onboarding is phenomenal) and two days in, we are already seeing value. The execution is flawless!
Yoni Leitersdorf
CEO & Co‑Founder @ Solid
Just tried Swan for a couple of days and already love the smooth onboarding, visitor identification and the AI research. Amazing you’re doing this with only 3 people.
Harish Dittakavi
Chief Growth Officer @ Hivel
Swan is more productive than our last BDR
Ryan Buckley
CEO @ Shovels.ai
Big fan of Swan! What you are building is unique!
Clement Cazalot
CEO @ Machinery Partner
Our trial ended today and our sales lead replied "heartbroken"
Harry Wilson Hallberg
Co-Founder @ Flowspace
We installed Swan yesterday. The qualification flow needs a few tweaks but WOW, we're extremely impressed.
Adam Fachler
Marketing Director @ Veraset
We've significantly increased our meetings scheduled by using Swan
Odelia Lourie
BD Manager @ Winn.ai
Dude, we’ve burned through so many AI tools that overpromise. Swan actually works - finds people who want to talk and tells us what to say. Finally.
Gary O’Neil
Director of GTM ops @ Machinery Partners
Love your product – right combination of AI scale with human in the loop
Jon Folland
CEO @ SalesDesk
Swan is outstanding. Honestly I was surprised how it’s perfectly fitted to what we needed. Well done Swan team.
Osnat Lidor
Chief Marketing Officer @ Rep AI
Saw your post, got onboarded in minutes (your Slack onboarding is phenomenal) and two days in, we are already seeing value. The execution is flawless!
Yoni Leitersdorf
CEO & Co‑Founder @ Solid
Just tried Swan for a couple of days and already love the smooth onboarding, visitor identification and the AI research. Amazing you’re doing this with only 3 people.
Harish Dittakavi
Chief Growth Officer @ Hivel
Red origami heart made from folded paper against a dark gradient background.

FAQs

How does Swan help CROs hit their number?

Swan monitors deal signals, surfaces pipeline risk, and executes revenue plays autonomously across your entire stack. You see problems before they hit the forecast and your team acts before the window closes.

- Monitors every deal for stall signals and engagement gaps

- Surfaces champion changes, competitive threats, and intent spikes

- Executes re-engagement plays the moment risk appears

- Aligns marketing leads to sales with full context attached

- Keeps forecast data current without manual assembly

Swan turns revenue intelligence from a reporting function into an execution function.

How does Swan fit into an existing revenue stack?

Swan connects to the tools your revenue team already uses and runs the workflows that fall between them. Nothing gets replaced.

- Pulls deal data and signals from Salesforce and HubSpot

- Analyzes conversation intelligence from Gong

- Enriches contacts and accounts from ZoomInfo and Apollo

- Executes outreach through LinkedIn and connected email inboxes

- Routes alerts and plays through Slack

Swan is the context and orchestration layer your stack was missing.

How fast can Swan identify and act on pipeline risk?

Real time. Swan monitors signals continuously and acts within minutes of a risk appearing, not days.

- Deal goes dark: flagged within hours, not the next pipeline review

- Champion change detected: re-engagement play drafted same day

- Intent signal fires: outreach executed before the competitor gets there

- Forecast anomaly surfaces: routed to deal owner immediately

- New play requested: live within hours, not after a sprint cycle

No six-week implementation. No waiting for ops to build the workflow.

Stop Managing Revenue Blind. Start Winning With Intelligence That Acts.

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