Brief
Data cleaning
Sequencing
Approval chains
Back-and-forth
Enrichment
Personalization
QA
Reporting
Launch
Segmantation
Platform setup
List pulls

After
Brief
Launch
Data platforms
AI writing tools
Generate emails and ads but don't know anything about your accounts. The output is fluent and generic. No research, no CRM audit, no competitive teardown.
Every record unified
Connect your tools but don't understand your data. If-this-then-that rules that break when your process changes. No learning, no context, no judgment.
Revenue Ontology
Data Waterfall
150+ enrichment providers in an optimized sequence. Every record gets the best available data at the lowest cost.
Agent Engine
90+ pre-built agents that execute revenue workflows end to end. Open source. Auditable. Human-in-the-loop.
What agents replace
The 10 hours building a campaign from target list to live sequences.
The 3 hours researching an account before a call.
The weekly CRM cleanup that never happens.
The quarterly territory rebalance.
The budget allocation spreadsheet.
The monthly re-enrichment CSV.
The competitor ad teardown that only happens when someone remembers.
What agents don't replace
The VP who decides which accounts matter.
The AE who builds the relationship.
The marketer who creates the positioning.
The ops leader who designs the process.
The human who reviews the agent's work before it ships.
Every agent has human checkpoints. You set the threshold.
Every brief becomes an agent. Outbound agents research accounts and build sequences, competitive agents deliver teardown reports, and hygiene agents continuously audit and fix your CRM. All of it runs from one Ontology — a unified view of your customers, prospects, and market.
What used to take weeks across multiple teams now runs continuously in the background. Campaigns that once took days are built in hours, AEs walk into calls with full briefing docs instead of scattered research, and RevOps shifts from quarterly cleanups to always-on systems. The work doesn’t disappear, it compounds.
Agents don’t configure themselves. Defining ICP criteria, mapping CRM schema, and building workflows is owned by ops. The teams that win are the ones empowering ops to build this infrastructure and lead the transition. This is what “ops is the new creative” actually means.


