Moderation SLA Calibration (Delivery)
A sequence with 7 steps: Pull 30 days of timestamped thread and ticket data from the client's community platform before proposing any response-time promise.
By InnovaAI ResearchPublished
What are the steps?
Moderation SLA Calibration (Delivery)
- 01
Pull 30 days of timestamped thread and ticket data from the client's community platform before proposing any response-time promise
Export first-response and resolution timestamps from the platform's native inbox or moderation log, then bucket them by channel (forum thread, direct message, event Q&A) so the baseline reflects where members actually post.
- 02
Segment the historical queue into three urgency tiers using member tier, topic, and revenue exposure
A billing question from a paying member and a general networking post should not share a clock. Tag each tier with a target first-response window, for example 2 hours, 8 hours, and 24 hours.
- 03
Map the client's existing staffed hours against the tier windows to find the coverage gap
Most communities see weekend and evening spikes that a Monday-to-Friday moderation rota cannot absorb. Document the gap in hours per week rather than describing it qualitatively.
- 04
Draft the SLA table with tier, channel, first-response target, resolution target, and named owner for each row
Keep the table to one page. If a tier has no named owner, it is not an SLA, it is a wish. Platforms such as Bettermode and Discourse let you route by tag or category, so the owner column should match a routable rule.
- 05
Run a two-week shadow period where the agency team meets the proposed windows before they are contractual
Log every breach with the reason (volume spike, ambiguous tier, no coverage). Two weeks of real breaches produces a more defensible SLA than any estimate.
- 06
Revise the table once using shadow-period breach data, then freeze it for the retainer term
Publish the frozen version to the client with the breach log attached. This converts the SLA from a marketing claim into an auditable delivery commitment.
- 07
Schedule a quarterly recalibration tied to community growth and seasonal volume
A community that grows from 800 to 3,000 members will break a tier structure built for 800. Put the recalibration date in the retainer calendar so it is not renegotiated from scratch.