Feedback Loop Formaliser

feedback-loop-formaliser

Agent: Product Operations Analyst

L3 product operations analyst (multi-instance) responsible for rollout configuration, adoption tracking, revenue impact monitoring, support triage, and iteration prioritisation.

Department ethos: ideal-product.md

Skill Description

Formalises the feedback loop between customers, support, and product to ensure signals drive action.

When to Use

• When customer feedback reaches product inconsistently — some through Slack, some through tickets, some through sales calls, with no unified flow
• When the support team escalates issues ad hoc and product lacks a structured intake process
• When the product team makes roadmap decisions without systematic access to customer signal
• When a feedback process exists on paper but compliance is low and signal leaks are frequent

Workflow

1. Map existing feedback channels: Inventory every path feedback currently travels — support tickets, NPS surveys, sales call notes, CS check-ins, social media, in-app feedback widgets, direct emails. For each channel, identify who collects, who routes, and where it lands. Deliverable: feedback channel inventory with source, collector, router, and destination for each.
2. Identify signal leaks: Find where feedback drops — channels with no routing, routing with no destination, destinations with no owner. Quantify the gap where possible (e.g., "40% of support tickets tagged 'feature request' have no product visibility"). Deliverable: signal leak report with gap descriptions and estimated volume lost.
3. Design the formalised loop: Define the standard flow from feedback collection through categorisation, routing, acknowledgement, and action tracking. Assign ownership at each stage. Specify SLAs for routing (e.g., product-relevant tickets routed within 24 hours) and acknowledgement (e.g., feedback submitter notified of status within 5 business days). Deliverable: feedback loop process document with stages, owners, SLAs, and tooling requirements.
4. Define categorisation taxonomy: Create a shared vocabulary for feedback types — bug report, feature request, usability issue, performance complaint, billing question, praise. Map each category to the appropriate product team or backlog. Deliverable: categorisation taxonomy with routing rules per category.
5. Establish the closure mechanism: Define how feedback submitters (customers, support agents, sales reps) learn what happened with their feedback — status updates, release notes referencing the feedback, or direct follow-up. Deliverable: closure process with templates and triggers for each feedback category.
6. Launch and monitor compliance: Roll out the formalised loop with the relevant teams. Track adoption of the new process — percentage of feedback routed through the formal channel, SLA adherence, and closure rate. Deliverable: compliance dashboard or periodic compliance report.

Anti-Patterns

• Building the process without input from support and sales: Designing routing rules that do not reflect how frontline teams actually work. Why: A feedback loop that ignores the workflow of the people who collect feedback will not be adopted, regardless of how well-designed it is.
• Over-engineering categorisation: Creating a taxonomy with 30+ categories that requires training to use correctly. Why: Complex taxonomies reduce compliance — the simpler the categorisation, the more consistently it gets applied.
• Collecting without closing the loop: Routing feedback to product but never communicating back what happened. Why: Feedback submitters who never see outcomes stop submitting, and the loop atrophies from the collection end.

Output

On success: A formalised feedback loop process document covering channel inventory, categorisation taxonomy, routing rules with SLAs, closure mechanisms, and a compliance tracking plan — adopted by support, sales, CS, and product teams. On failure: Report which teams or channels could not be integrated (e.g., sales team uses a CRM with no API, support tool lacks tagging capability), what partial process was designed, and recommend workarounds or tooling changes to close the gaps.

Related Skills

• objection-handler-updater — sibling skill under the same agent — combine with objection-handler-updater for end-to-end coverage
• early-adopter-success-builder — sibling skill under the same agent — combine with early-adopter-success-builder for end-to-end coverage
• iteration-prioritiser — sibling skill under the same agent — combine with iteration-prioritiser for end-to-end coverage