Posts · #ai-for-sales #sales #workflow
Sales pipeline SLA
A practical SLA model for lead ownership, follow-up timing, and stale-deal recovery.
Sales Pipeline SLA (Simple Operating Standard)
A pipeline SLA is not admin overhead. It is your anti-stall system.
SLA table you can adopt today
| Pipeline stage | Owner | SLA target | Breach action |
|---|---|---|---|
| New inbound lead | SDR queue | First touch same business day | Auto-alert manager after 8h |
| Qualified lead | Account executive | Follow-up within 1 business day | Reassign if no action logged |
| Proposal sent | Deal owner | Response within 2 business days | Trigger reminder + call task |
| Stalled opportunity | Revenue ops | Weekly review | Force next-step or close-lost reason |
Daily operator routine (10 minutes)
- [ ] Open “SLA breached” view and clear red items first.
- [ ] Check any deal without
next_action_date. - [ ] Confirm each stage has exactly one owner.
- [ ] Log one root cause for repeated breaches.
What improvement to expect
Teams usually see faster lead response and fewer orphaned deals within 1–2 weeks because work is routed by time commitment, not memory.
Implementation notes
- Start with 4 stages only.
- Keep SLA timers visible on the pipeline board.
- Measure two metrics weekly:
% breachedandmedian first response time.
Next step
Apply Sales followup automation to enforce reminders automatically once these SLA rules are live.
Source notes (kept for context)
Purpose
A pipeline SLA prevents silent lead decay. Every stage should have a target response time and a named owner.
Minimum SLA model
- inbound lead review: same day
- qualified lead follow-up: within one business day
- proposal response: within two business days
- stalled deal review: weekly
- closed-lost reason logging: mandatory
Guardrails
- no stage without owner
- no lead without next action
- no stale opportunity beyond SLA window
- no manual exceptions without note
Outcome
The goal is not bureaucracy. The goal is faster movement and fewer dropped opportunities.