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One platform. Every GTM data workflow, end to end
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From raw data to revenue-ready, step by step
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Clean, unify, and activate your GTM data, your way
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Scale your AI operations with data you can trust
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A platform that works with any vendor you already use
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Built for GTM workflows, not generic API plumbing
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Solving AI's last mile problem
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Back
Platform overview
One platform. Every GTM data workflow, end to end
How it works
From raw data to revenue-ready, step by step
Data orchestration
Clean, unify, and activate your GTM data, your way
Al orchestration
Scale your Al operations with data you can trust
Integrations
Connect every tool in your stack, no code needed
App Factory
Build custom GTM apps without writing a single line
API Factory
Extend your stack with APls your Ops team controls
Solutions
Back
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Every GTM workflow, automated. One platform, zero silos
List loading
Load clean, matched, enriched lists in minutes, not hours
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De-silo your CRM, MAP, and data warehouse without IT tickets
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Stop bad data before it wrecks your pipeline
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One record per account. No more CRM chaos.
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Cut your database exactly how your campaigns need it
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Fill every gap your single data vendor leaves behind
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Right lead, right rep, right now
Lead & account scoring
Focus your team where revenue is most likely
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Marketing operations
Stop firefighting data, start building pipeline that converts
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Give reps clean data and faster speed-to-lead
Revenue operations
One data truth powering every team across the funnel
Why Openprise
Back
Why Openprise
What makes us different
Your stack, your rules, your data
Services
Expert help to get your GTM stack running fast
Partner program
Build joint solutions, grow together with Openprise
Pricing
Transparent plans that scale with your stack
Compare
Openprise vs data vendors
A platform that works with any vendor you already use
Openprise vs iPaaS
Built for GTM workflows, not generic API plumbing
Openprise vs Al point tools
Solving Al's last mile problem
Customers
Back
Customer stories
Real Ops teams. Real numbers. See what's possible.
Driver awards
Recognizing the Ops leaders building smarter GTM stacks
Resources
Back
Resource library
Guides, reports, and playbooks your Ops team will actually use
Blogs
No fluff - Just sharp thinking from inside the ops trenches
Events
Learn, connect, and level up your GTMOps practice
Certification program
Prove your GTM Ops expertise - Get certified!
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There's no shortage of AI ideas in GTM — just a shortage of trust to let it touch critical business and customer data. Watch Lyra Health, Celigo, and Openprise compare notes on closing that gap.
Resource post
Resource post
5
min

On-demand | Stuck at 99%: how three GTM teams are closing AI's last mile

Every process has a last mile — the final stretch where things slow down or stall out. For AI in GTM, that last mile is trust: teams have no shortage of ideas for where AI could help, but far less confidence handing it the keys to critical business and customer data.That last mile looks different everywhere. Company size, industry, regulation, and culture all shape where trust breaks down and what it takes to close the gap.

Last publish date: July 31, 2026
Simple line drawing of a smiling person carrying a potted plant with leaves

Resource Overview

In this on-demand session, Mike sits down with:

  • Harjot Singh, Senior Director of Marketing Ops and Analytics, Lyra Health
  • Julz James, Director, Marketing Ops, Celigo
  • Ryan Nelson, Sr. Director, Sales Engineering, Openprise

They compare notes on where their own AI last-mile problems show up, what's actually closed that gap, and how they're scaling AI strategy without waiting for perfect conditions.

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Webinar and video

On-demand | Stuck at 99%: how three GTM teams are closing AI's last mile

Title
Webinar and video

On-demand | Clay + Openprise: How Rubrik gets GTM data right at scale

Title
Webinar and video

On-demand | RevOpsAF Podcast: The Rise of the RevOps Architect

Title
Stop patching. Start architecting.
The ops teams pulling ahead aren't adding more tools. They're building a better system. See what that looks like for your team.
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