GTMStack
Agentic GTM Ops

AI that operates your GTM stack

AI creates sequences, surfaces insights, and acts on your behalf. Run agents across your whole GTM stack, from lead generation to SDR operations to analytics, without friction.

Autonomous

Execution

Natural language

Ops

Claude Code

Powered

Approval

Workflows

AI Sequences

Intelligent sequence creation

AI analyzes your ICP, historical performance, and market signals to build multi-channel sequences that actually convert. No more guessing at cadences and messaging.

  • ICP-aware Messaging

    AI studies your best-performing sequences, winning messaging patterns, and ICP characteristics to generate sequences tailored to each segment.

  • Multi-channel Orchestration

    Sequences span email, LinkedIn, phone, and SMS. AI determines the optimal channel mix and timing based on prospect behavior and preferences.

  • Continuous Optimization

    AI monitors sequence performance in real time and suggests improvements: subject line tweaks, timing adjustments, and step modifications.

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Insights

Automatic insight surfacing

AI continuously monitors all your GTM data and automatically identifies trends, anomalies, and opportunities. No more manual report digging or missed signals.

  • Anomaly Detection

    AI flags unusual patterns (sudden drops in reply rates, spikes in demo requests, unexpected churn signals) before they become problems.

  • Opportunity Identification

    Surfaces expansion opportunities, upsell signals, and accounts showing buying intent based on cross-platform data analysis.

  • Proactive Alerts

    Get notified in Slack, email, or directly in GTMStack when AI detects something worth your attention. Insights come to you, not the other way around.

Autonomous Actions

AI that executes, not just suggests

AI executes tasks like sending emails, updating CRM fields, and adjusting campaigns. Configurable approval workflows keep you in control.

  • Configurable Approval Workflows

    Set guardrails for what AI can do autonomously and what needs human approval. Start conservative and expand autonomy as you build trust.

  • CRM Automation

    AI updates deal stages, enriches contact records, logs activities, and maintains data hygiene across your CRM automatically.

  • Campaign Adjustments

    AI adjusts email send times, pauses underperforming sequences, and reallocates outreach effort based on real-time performance data.

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Claude Code

Deep automation with Claude Code

The self-hosted version runs Claude Code for deep automation. It writes custom scripts, builds reports, debugs data pipelines, and creates integrations on the fly.

  • Custom Script Generation

    Describe what you need in plain English and Claude Code writes the script. Data transformations, API integrations, and workflow automations generated on demand.

  • Pipeline Debugging

    When data pipelines break, Claude Code diagnoses the issue, proposes a fix, and implements it. All with your approval before changes go live.

  • On-the-fly Integrations

    Need to connect a tool that isn't in the marketplace? Claude Code builds the integration, tests it, and deploys it. No engineering team required.

How it works

From goals to execution in three steps.

1

Define your goals and guardrails

Tell the AI what you want to achieve and set boundaries for what it can do autonomously. Configure approval thresholds and notification preferences.

2

AI proposes actions

Based on your data and goals, AI generates sequences, identifies insights, and proposes operational changes with clear reasoning behind each recommendation.

3

Approve or let it auto-execute

Review proposed actions and approve them, or configure auto-execution for routine tasks. The AI learns from your feedback to improve over time.

Self-hosted

The self-hosted advantage

Self-hosted means Claude Code operates directly in your infrastructure. No data leaves your environment, and AI has access to your entire codebase and data stack.

  • Claude Code runs inside your VPC with full access to internal systems
  • Custom automations that interact with proprietary tools and databases
  • Complete data sovereignty. No GTM data leaves your infrastructure
  • Write and deploy custom scripts, reports, and integrations on the fly
  • Debug data pipelines and fix issues autonomously with approval workflows
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Works with all your tools

Agentic GTM Ops operates across every tool connected to your GTMStack instance. The more you connect, the smarter it gets.

CRMs, sales engagement tools, product analytics, call transcription platforms, social channels, data warehouses, communication tools. The AI agent works across all of them, reading data from every source and executing actions wherever needed.

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Let AI run your GTM operations

Scale your GTM engine without scaling your team. Built for GTM engineers and ops teams who want to move faster.

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