AI agent for service managers
Service Standard Evidence Agent
Quality reviews based on evidence from real work samples.
What it does
Service quality reports often rely on people saying they met the standard. This agent tests that with real work. Each month it samples cases, such as tickets, visits or orders, and matches each service standard to evidence in those samples, like timestamps, notes or customer confirmations. Where evidence is missing, it probes other records before giving up. If it still finds nothing, it marks the standard as unknown for that case, not as a pass or a fail. It then writes a qualified review showing what was met, missed and unknown. The service manager reviews the findings and handles any people decisions. Edge case: several cases lack timestamps, so response time is reported as unknown for them.
How it works
Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.
Read the steps as a list
- Monthly service review starts
- Draw a random sample of completed work
- Match each standard to evidence in the samples
- Is there evidence for each standard?If not: probe other records; otherwise mark unknown. Back to step 3.
- Tally met, missed and unknown per standard
- Prepare the qualified review
- Service manager reviewsThe agent waits here for your OK.
- Evidence-based service review
How it decides
It probes unsupported claims and keeps unknowns honest.
- Unknown is neither pass nor fail and is reported separately.
- A claim without a record counts as no evidence.
- Standards with more than 20% unknown get a data-gap note in the review.
Make it yours
Every agent is a starting point. You choose these settings for your own situation.
- Sample size per month (default 40 cases)
- Service standards to test and their thresholds
- Extra records the agent may probe for evidence
- Who receives the review and in what format
What keeps you in control
It always asks you first
- Personnel decisions
- Public quality claims
Hard limits
- No personnel decisions.
It stops when
- Done: review ready.
Set it up
We guide you through the set-up, step by step
Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.
- One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
- The agent then walks you through connecting your own data, one source at a time
- A downloadable copy with the flow chart, the rules and the full guide
