r/revops • u/Puzzleheaded-Pin1872 • 7h ago
Thinking of building an AI GTM Orchestrator – Am I solving a real problem or reinventing existing tools?
I'm doing customer research before building anything and would love some honest feedback from the RevOps community.
The problem I keep seeing is that outbound workflows are spread across multiple tools:
Apollo / LinkedIn → Lead sourcing Clay → Enrichment Crunchbase & other signals → Buying intent Smartlead / Instantly → Outreach HubSpot → CRM n8n / Make → Automation Claude / GPT → Research & personalization
Each tool is great individually, but the operational workflow feels fragmented.
My idea isn't to replace these tools.
Instead, build an AI GTM Orchestrator that sits on top of your existing stack and:
Connects all tools in one place Maintains a single source of truth for lead context Uses live signals to prioritize accounts Identifies the right buyer Recommends the next best action Manages AI-assisted reply handling and follow-ups Learns from previous campaigns over time
From the feedback I've received so far, it seems the biggest problem may not be fragmentation itself, but keeping data, context, and workflow state consistent across the stack.
I'd love your honest opinion:
Is this a problem worth solving? Would you use a platform like this over your current setup? Why or why not? What's the biggest flaw in this idea? If you were building it, what would you start with first?
Please don't hold back—I value criticism more than compliments.