Your CMO and CRO Have Been Arguing About Numbers That Were Never Designed to Agree

Your CMO and CRO Have Been Arguing About Numbers That Were Never Designed to Agree

Revenue Technology · Acquisition Analysis

Lative's acquisition of Mperativ joins marketing attribution to sales capacity planning on one data model. The beneficiary nobody is talking about is finance.

$9.8M Mperativ total disclosed funding (vendor-supplied)
$10.5M Lative total disclosed funding (vendor-supplied)
2022 Lative founded, Dublin & Barcelona
5 yrs Mperativ operating life before acquisition
Key Takeaway

A unified go-to-market planning model does not just reduce tool sprawl. It gives finance a single system to interrogate both the marketing budget and the sales headcount plan at once. Whether that reads as efficiency or exposure depends entirely on which side of the table you sit on.

Somewhere in most B2B companies, a chief marketing officer and a chief revenue officer are looking at different numbers and calling it a pipeline review. The marketing model says one thing. The capacity plan says another. Neither was built to talk to the other, and the gap between them gets papered over in every quarterly business review with a negotiation that should have been settled in the data.

Lative and Mperativ each spent the last several years trying to close that gap from opposite ends of the org chart. Lative, founded in Dublin in 2022 by former Sage and Citrix revenue operations leaders Werner Schmidt and Laura Tortosa Sancho, worked the sales side: replacing manual, spreadsheet-driven capacity planning with a live data model that connects quota to headcount to productivity in real time. Mperativ, founded a year earlier in San Francisco by former NVIDIA executive Jim McHugh and former ForgeRock senior vice president Daniel Raskin, worked the marketing side: giving chief marketing officers a platform that connected campaign attribution directly to pipeline and closed revenue, in language a chief financial officer would find credible.

On April 22, 2026, Lative announced it had acquired Mperativ. The combined platform claims to be the first place where the marketing plan and the sales capacity plan run on the same underlying data model, so a change in campaign spend shows up in the quota model without a manual export and a meeting.

Two Tools Built for the Same Gap

Mperativ raised $6 million in 2021, led by GFT Ventures with participation from Heroic Ventures and WestWave Capital, and built its platform around a bitemporal data warehouse: a system that could compare planned revenue against actual revenue over time, not just capture what happened. PitchBook puts total disclosed funding at $9.8 million (vendor-supplied, unaudited). That is a modest number for five years of operation in a market where larger revenue intelligence platforms were consolidating steadily around deep CRM integrations. Technically credible, but hard to sell as a standalone when the adjacent platforms already had procurement relationships with the same buyers.

Lative raised $3 million in seed funding in early 2024 and a $7.5 million round in November 2025, co-led by Act Venture Capital and Senovo VC, with participation from Elkstone, Enterprise Ireland, and Handshake Ventures. One name on the Lative cap table stood out: WestWave Capital, which had already backed Mperativ. When the same investor sits on both sides of an acquisition, the deal rarely surprises anyone in the room.

"Marketing funnel signals from Mperativ feed directly into Lative's capacity and productivity revenue models. For the first time, the marketing plan and the sales plan are built from the same underlying data."

The Argument Being Made Is Structural, Not Incremental

Most acquisitions in the marketing technology and revenue operations space are feature purchases. A larger platform buys a point solution to close a specific gap in its module catalog. This acquisition is making a different argument. Lative is claiming that the category of sales capacity planning and the category of marketing attribution are not two separate problems that happen to be adjacent. They are one problem that the software industry has, for organizational and go-to-market reasons, chosen to sell to two different buyers.

That claim has real teeth. When I ran analytics programs at Network Solutions during the Omniture era, the most painful recurring argument was not about the data itself but about whose data governed a decision. Marketing had its funnel metrics; sales had its pipeline metrics; and every quarterly business review was a mediation session between two systems that were never designed to reconcile. The tools have grown more sophisticated in the years since, but the data model problem has not fundamentally changed.

If Lative's combined platform can deliver what it is describing, the scenario planning workflow becomes genuinely different. Revenue operations leaders could model what happens to quota attainment if a specific campaign spend is reduced, with the change propagating through the same underlying model rather than requiring two separate tools to be manually synchronized. That is not a feature. That is a different operating model.

Mperativ Couldn't Sell Its Way Out of the CMO Budget

Five years without a larger exit is a signal about the selling environment, not just the technology. Marketing attribution has always been a tool that helps a chief marketing officer justify spend to finance. The problem is that the chief marketing officer rarely controls the procurement budget for revenue intelligence tools. That sits closer to the chief revenue officer or the revenue operations function, which means Mperativ was selling to a buyer whose counterpart in the same organization often had more budget authority and a competing platform preference. Technically sound, organizationally stranded.

Lative, with customers including Seismic, Intercom, Aiven, and Avalara, and integrations across Salesforce, HubSpot, and Snowflake, was positioned to absorb the Mperativ capability and make it legible to a revenue operations buyer rather than a marketing buyer. That is the real category move here. Marketing intelligence stops being a chief marketing officer purchase and becomes a revenue operations purchase, which is a different budget conversation and a shorter procurement path.

Daniel Raskin, Mperativ's co-founder and chief marketing officer, joined Virtana Corp as chief marketing officer in November 2025, roughly five months before the Lative acquisition was announced. He was not present at close. More telling than the timeline is where his thinking had moved. In a recent LinkedIn post, Raskin described his reason for joining Virtana in terms that had nothing to do with revenue marketing: the concern that at machine scale, a single failing AI model can propagate millions of incorrect decisions before anyone notices. That is not the worldview of someone still mentally inside a marketing attribution platform. Enterprise buyers should ask specifically who owned the Mperativ product roadmap during those five months, and who is accountable for it inside Lative now.

Finance Now Has One Model to Question Both of Them With

Here is what nobody in the press release is saying directly. A unified go-to-market planning platform does not just help the chief marketing officer and the chief revenue officer stop arguing. It gives the chief financial officer a single system to interrogate both the marketing budget and the sales headcount plan at once, with the same underlying data, in the same scenario model. That is efficient for planning. It is also significantly less comfortable for any executive whose numbers have historically been insulated by the fact that nobody else's system could directly test their assumptions.

Unifying the data model is a data architecture project, not a user interface problem. The pace at which the integrated platform delivers a genuinely shared layer rather than two coordinated modules will determine whether this reads as consolidation or regression for the enterprise buyers already running complex go-to-market, or GTM, motions across multiple CRM and marketing automation environments.

CIO / CRO Viability Question

Before evaluating the combined Lative-Mperativ platform, ask the vendor to show you, in a working demo environment, how a change to top-of-funnel campaign spend propagates through to a revised capacity plan without manual data export. That single workflow is the entire thesis of this acquisition. If the answer requires professional services and a multi-quarter implementation, you are not buying a unified platform; you are buying a roadmap.

The deeper question: as marketing attribution and sales planning collapse into the same data model, who owns that model when a disagreement between the chief marketing officer and the chief revenue officer surfaces in the numbers?

Sources
  • Guinan, Shannen. "Lative Acquires Mperativ to Launch the First AI Unified GTM Planning and Execution Platform." Lative Blog, 22 Apr. 2026, lative.ai.
  • Business Wire. "Mperativ Raises $6 Million to Operationalize Revenue Mindset Across the Entire Business." Business Wire, 21 Dec. 2021, businesswire.com.
  • "Lative Raises $7.5M in Funding." FinSMEs, 14 Nov. 2025, finsmes.com.
  • "Irish Sales Planning and Intelligence Platform Lative Raises $7.5m." Silicon Republic, 14 Nov. 2025, siliconrepublic.com.
  • Mperativ company profile. PitchBook, 2026, pitchbook.com.
Disclaimer: This blog reflects my personal views only. Content does not represent the views of my employer, Info-Tech Research Group. AI tools may have been used for brevity, structure, or research support. Please independently verify any information before relying on it.