Use case 1
Account research agent
Builds account dossiers with signals, org maps, and a defensible point of view.
For founders, heads of sales, GTM operators, agencies
06
AI agents for outbound, GTM ops, and growth teams.
Research, personalize, enrich, follow up, and QA at machine speed with operator-grade quality.
01
The work that is quietly eating margin.
The AI-powered revenue engine your CRM is begging for.
1Reps spend most of the week not selling
2Personalization is a token and a job title
3CRM data decays faster than you fix it
4Follow-up depends on a rep remembering
5Campaigns ship with targeting mistakes
02
The closed-loop system OpenNash builds.
Same operating pattern, tuned to GTM and Growth workflows.
01 Intake
Capture
Read work from the tools your team already uses.
02 Reason
Decide
Classify, retrieve context, choose the workflow, and flag risk.
03 Draft
Produce
Create the response, report, memo, update, or work product.
04 Approve
Control
Route judgment-heavy or sensitive actions through human review.
05 Learn
Improve
Measure outcomes, exceptions, quality, and cycle time.
Feedback loop: every completed workflow becomes a signal for the next version.
03
High-leverage use cases.
Start where the volume, pain, and business value overlap.
Use case 2
Prospect enrichment
Refreshes contact data, role mapping, and intent signals continuously.
Use case 3
Personalization system
Generates first lines tied to real reasons to believe, not generic filler.
Use case 4
CRM hygiene agent
Detects stale fields, missing data, and bad merges with audit trails.
Use case 5
Follow-up automation
Tracks commitments in replies and sends the right next step.
Use case 6
Campaign QA
Checks targeting, copy, and offer fit before send.
04
Before and after.
Representative outcomes depend on scope, data quality, systems, and volume.
Before
Manual drag
- Outbound is a numbers game
- CRM data is fiction
- Reps are part-time researchers
- Campaigns ship raw
to
After
AI-enabled ops
- Outbound is a quality game
- CRM is operational truth
- Reps sell full-time
- Campaigns ship QA'd
Selling time
+35%
Representative range
Reply rate
2-3x
Representative range
CRM completeness
95%+
Representative range
SQL conversion
+20-40%
Representative range
Next step
Build your AI GTM engine.
Book a 30-minute meeting or email [email protected] with the workflow that hurts, the tools involved, and what success would look like in 90 days.