Tool Gate · How it works
How the Post-Call Intelligence Pipeline gate works
How the Post-Call Intelligence Pipeline grades one AI-handled service call on 9 signals — 5 call-quality signals and 4 call-record controls: one keystone gate forces ESCALATE NOW when the agent tells a caller something was done before it was verified, or when a required escalation never fired — which is how the call scores 95 and still reads ESCALATE NOW.
How the gate works
This tool grades one AI-handled service call across 9 signals: 5 call-quality signals and 4 call-record controls. Each control is marked from your own evidence and weighted into a 0–100 score — and then the score is run past a gate that can only make the verdict worse.
The 9 weighted controls
| Signal | Weight |
|---|---|
| Grounded answering | 22 |
| Escalation correctness | 20 |
| Task resolution | 20 |
| Permission or other basis to place the call | 4 |
| Recording consent or recording-law assessment | 4 |
| Caller or business identity disclosure | 4 |
| AI-generated/artificial-voice disclosure, where applicable | 4 |
| Conversation handling | 12 |
| Tone | 10 |
| Total | 100 |
The verdict bands
A false confirmation - telling the caller something was done before it was verified - or a required escalation that never fired forces ESCALATE NOW no matter how high the call scores.
In the worked sample it scores 95 out of 100 and still reads ESCALATE NOW — The call scores 95 - eight of nine signals maxed, the kind of number a QA dashboard would file as clean. But the transcript shows a false confirmation: the agent told the caller something was done before it was actually verified. That trips the gate and forces ESCALATE NOW regardless of the 95. Marked fix first on this sample: Escalate this call now - the false confirmation is the dispositive issue, not the few points of tone that kept it off a perfect 100.
Common questions
Can something score well on the Post-Call Intelligence gate and still fail?
Yes. The weighted score is run past a worsen-only gate — the Keystone gate — that can only make the verdict worse. In the worked sample it scores 95 out of 100 and still reads ESCALATE NOW, because the call scores 95 - eight of nine signals maxed, the kind of number a QA dashboard would file as clean. But the transcript shows a false confirmation: the agent told the caller something was done before it was actually verified. That trips the gate and forces ESCALATE NOW regardless of the 95.
What is a worsen-only gate?
A rule that can only lower a verdict, never raise it. One gate-triggering gap overrides an otherwise-good score, because a single gate-triggering gap shouldn't hide behind a high average. Where something is short, the fix-first row names it — here, "Escalate this call now - the false confirmation is the dispositive issue, not the few points of tone that kept it off a perfect 100.".
Grades the call transcript and its outcomes, not the agent as a person. Deterministic scoring only - no model judgment call.
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<iframe src="https://redhub.ai/visuals/tool/post-call-intelligence-pipeline.html" title="How the Post-Call Intelligence Pipeline gate works — RedHub AI" width="760" height="1794" loading="lazy" style="border:0;width:100%;max-width:760px"></iframe>
<p style="font:14px/1.5 system-ui,sans-serif"><a href="https://redhub.ai/visuals/tool/post-call-intelligence-pipeline">How the Post-Call Intelligence Pipeline gate works</a> — by <a href="https://redhub.ai">RedHub AI</a>, the AI that tells you when to doubt it.</p>Image + link — a static picture for any blog
<a href="https://redhub.ai/visuals/tool/post-call-intelligence-pipeline"><img src="https://redhub.ai/visuals/tool/post-call-intelligence-pipeline-share.png" alt="Diagram of the Post-Call Intelligence Pipeline: nine signals and a 95/100 call forced to ESCALATE NOW by the keystone gate." width="760" loading="lazy" style="max-width:100%;height:auto;border-radius:16px"></a>
<p style="font:14px/1.5 system-ui,sans-serif"><a href="https://redhub.ai">RedHub AI</a> — the AI that tells you when to doubt it.</p>
This is how Post-Call Intelligence Pipeline works. More diagrams in the Visual Field Guide.