GTM Vault

Rick Koleta

Actionable GTM playbooks, AI-driven frameworks, and interviews with tech operators to help you scale SaaS with real-world strategy.

  1. 2 DAYS AGO

    The Semantic Layer Is the Missing GTM Architecture with Danylo Borodchuk (Lopus AI)

    Most analytics fail before the first query runs. Not because the data is bad. Because the definitions underneath it never agreed. The CRM says one thing. Billing says another. Product analytics says a third. Every dashboard built on top inherits the divergence. The founder picks the number that matches their intuition and calls it a decision. In this episode of GTM Vault, Rick Koleta sits down with Danylo Borodchuk, founder of Lopus AI and Y Combinator W25, to break down why 12 tools produce 12 definitions of customer and zero agreement on what revenue means, and what a governed semantic layer changes about every metric downstream. Danylo dropped out of Dartmouth with a CS background, DALI Lab, and DARPA research. Before Lopus was an analytics platform, it was a generative UI tool that got Twitter hype and zero traction. YC forced the question that killed the first idea: who actually wants this? Nobody had an answer. The pivot tells you everything about where the real pain lives. He explains why every company's CRM is a mess in the same predictable ways, why marketing and sales will never agree on "qualified" without a governed definition layer, why the most dangerous analytics tool is the one that always gives you an answer, how a self-healing definition layer regenerates its own SQL when underlying schemas change, why a 1,000-view blog post outperformed a 10,000-view one when you connect content to revenue instead of attention, and why the forward deployed data engineer model compounds at seed stage in the same way Palantir's did at enterprise scale. This episode is for founders and operators running a GTM stack where every tool defines the business differently and nobody has reconciled the definitions into a single governed layer. The fix is not a better dashboard. It is the architectural layer between raw data and every query the business runs against it.

    29 min
  2. 22 MAR

    When Dashboards Divorce the P&L - GTM Metrics vs Financial Reality with Rowan Tonkin (Planful)

    Most go-to-market teams track metrics that were never designed to produce financial truth. The CRM was built for sales activity, not financial outcomes. Every metric stacked on top of it, from pipeline coverage to weighted forecast, inherits that original misalignment. Marketing reports MQLs trending up. Sales reports meetings booked ahead of target. Finance reports revenue is flat. Four functions, four green dashboards, one missed quarter. In this episode of GTM Vault, Rick Koleta sits down with Rowan Tonkin, CMO at Planful, to break down why GTM metrics drift from financial reality as companies scale, and what the structural reconciliation between go-to-market and the P&L must look like. Rowan spent nearly a decade in presales and implementation at financial planning companies before becoming a CMO. He operates where finance, planning, and go-to-market are forced to reconcile inside the same system. He explains why finance builds shadow models when it loses trust in dashboards, why pipeline coverage is the most trusted and least reliable metric in B2B, why growth masks the unit economics that determine durability, why precision is not accuracy in forecasting, and why AI on a system already corrupted by incentives produces confident noise, not better signal. This episode is for founders and operators who feel the gap between what their dashboard says and what their P&L shows and want to understand why the fix is not better reporting but a three-layer metric architecture where operational, commercial, and financial metrics are formally defined and structurally connected. Build the reconciliation layer first. Everything else follows.

    19 min
  3. 15 MAR

    Why Sales Enablement Hit Its Ceiling - Building Revenue Activation with Sreedhar Peddineni (GTM Buddy)

    Most go-to-market teams still treat enablement as a content and training problem. But the real constraint inside modern revenue organizations is not knowledge. It is execution. In this episode of GTM Vault, Rick Koleta sits down with Sreedhar Peddineni, Co-Founder of Gainsight and Co-Founder & CEO of GTM Buddy, to explain why the enablement category is hitting its architectural limits and why a new model of revenue activation is emerging. Two of the largest enablement platforms recently merged. Another consolidation preceded it months earlier. On the surface this looks like growth and innovation. But as Sreedhar explains, consolidation often signals something else entirely. Categories consolidate when they run out of structural headroom. Merging two portals does not change the portal model. This conversation explores the difference between revenue visibility and revenue causation, why most GTM teams suffer from an execution gap rather than a knowledge gap, and how AI-native companies are achieving non-linear growth without proportional headcount expansion. When AI injects signal directly into workflow, the architecture of GTM changes. Content repositories and training systems are no longer enough. Activation must happen in context, at the moment decisions are made. This episode is for founders, operators, and revenue leaders building GTM systems in an AI-native world and trying to understand why legacy enablement stacks no longer translate into revenue outcomes. The next generation of GTM will not be defined by more tools or more coordination. It will be defined by architectures that collapse the distance between signal and execution. Revenue compounds when the system is designed for activation. Everything else is just activity.

    36 min

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Actionable GTM playbooks, AI-driven frameworks, and interviews with tech operators to help you scale SaaS with real-world strategy.