After 2–4 weeks of pilot, the question is whether to scale. Key signals: positive reply rate >5%, meeting conversion >30%, agent skipping appropriately. If yes — scale daily budget gradually, expand to second agent, then onboard the broader team.
Pilot success criteria
- Reply rate >4% on cold outbound, >8% on warm.
- Positive reply share >30% — most replies should be engaged or asking for more info.
- Meeting-to-opportunity conversion >40% — meetings the agent books should be qualified.
- Agent skipping the right accounts — Timeline review confirms it's not engaging off-ICP prospects.
Scaling Step 1 — Raise the daily budget
If pilot is hitting criteria, raise the daily account budget gradually. From 20 → 50 → 100 → 200 over 2–3 weeks. Don't jump straight to maximum; deliverability and signal-quality scale linearly with volume, and you want to catch issues early.
Scaling Step 2 — Deploy a second agent
After the first agent is stable, deploy a second one with a different ICP or motion. Common second deploys: AI BDR for outbound (if first was inbound), AI Marketing Agent for nurture, AI Voice Agent for high-intent follow-up.
Scaling Step 3 — Onboard the broader team
Now invite the SDR team, the marketers, the AEs who'll receive handoffs. Run a 30-minute training session showing the workflow. Most teams adopt fast once the agents are visibly producing results.
Scaling Step 4 — Establish weekly review cadence
Set up a weekly 30-minute review: agent performance, ICP refinements, sequence performance, suppression list updates. This is the operating cadence that keeps the platform tuned as your motion evolves.
