---
title: "GTM Systems | Dagny"
description: "Connect customer context, research, targeting, and outreach through AI-powered tools that help your team acquire and retain customers."
canonical: "https://dagnylabs.ai/services/gtm-systems"
last-updated: "2026-10-25T13:46:10Z"
---

# GTM Systems | Dagny

[HTML page](/services/gtm-systems)

# Give your team the customer context to act

[Book a call](/book-a-call)  [See an example](#example)

## What changes for your team

### Before

- Account context is split across the CRM, the enrichment tools, call recordings and intent feeds.

- Intent, usage and call signals land in separate tools, so the moment to act is spotted too late.

- Outreach starts from a blank page.

### With Dagny

- One view of each account that sales and customer success share.

- A change in any of them raises one signal on the account while there is time to act.

- Each draft cites the signal behind the draft, and waits in the owner’s sequence for review before sending.

## GTM Systems

### Customer success, mid-market

64 accounts · 11 signals this week · 3 to act on today

Reading   Mixpanel    Clay    Apollo.io    Salesforce    HubSpot

- Quarry Labs

Usage down 18% with the renewal 30 days out.

J. Reyes    Mixpanel    Salesforce

- Lumen Energy

Finance team added 12 seats; ready for the enterprise plan.

K. Osei    Mixpanel    HubSpot

- Helios Health

New VP of operations started; three more buyers found to contact.

M. Ortiz    Clay    Apollo

[Read how the system works in production Customer success operations Scattered customer data became trusted health signals. Read the story](/case-studies/customer-health)

## See the pattern in production

[All stories](/case-studies)

- [Customer success operations ### Customer health needed a trusted foundation Scope to solution: 2 weeks.](/case-studies/customer-health)

- [Insurance brokerage ### From Epic records to a client-ready proposal Time per proposal went from 60 min to under 5 min.](/case-studies/insurance-proposals)

- [Health data & analytics ### Fragmented data became a decision system Unified data foundation: BigQuery.](/case-studies/health-analytics)

- [Finance operations ### QBR Media brought billing and collections into a shared operating system Invoice generation, reported by QBR's founder went from hours to days to 10–15 min.](/case-studies/billing-operations)

- [Programmatic media / finance operations ### Mogl took month-end billing out of spreadsheets Of the billing work finished on the first live day, reported by Mogl: >80%.](/case-studies/mogl-billing)

## How we build with you

Four steps, from the first blueprint to systems that keep getting better.

 [See our process](/our-process)