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Your 5 PM Recap Email Just Got Smarter

The end-of-day email already told you what happened. Now it tells you what's getting better — and what to fix. One glance, overall score, weakest dimension, the calls that fell short, and the top pending improvements waiting for your approval.

FTFrontdeQ Team
4 minutes read

The end-of-day recap email has been going out since the day we launched. Call count, how many booked, voicemails at the top, avg duration. Operational stuff. Useful, but it only told you what happened.

Starting today, it also tells you how the AI is doing — and what's worth fixing.

What's New in the Email

Open tonight's 5 PM recap and you'll see a new block: Agent performance — yesterday.

Overall score:       4.2 / 5 · 12 calls scored
Weakest dimension:   Intent resolution (3.4)

Calls that fell short
  Booking · 2.0/5 · Maria — Agent never understood the caller wanted
                            to cancel
  Pricing · 3.0/5 · Kate  — Booking didn't land

Suggested improvements
  Flow · 14 calls
  Acknowledge multi-service bookings in first turn

  Knowledge · 6 calls
  Add parking guidance to knowledge layer

  Review & approve in the dashboard →

That's the whole block. Takes five seconds to scan. Tells you three things:

  1. How the AI performed yesterday, averaged across every call that got a QA score.
  2. Which dimension needs work — greeting, tone, booking, memory, upsell, compliance. Today's weakest, with the number.
  3. Which calls fell short, with a one-line reason per call and a direct link to listen to the recording.
  4. What fixes are queued up for your approval, ordered by how many calls each one would have affected.

If your AI had a clean day, the section hides itself. No empty-state box. No noise on a day where everything worked.

Why We Built This

We'd already built all the pieces. Every call gets scored overnight on seven dimensions. The system proposes specific fixes. The dashboard shows everything.

The problem: nobody was checking the dashboard. Salon owners are on the floor during business hours. Evenings they scroll through email. The feedback loop was open, but the feedback wasn't reaching them.

Now it does. The 5 PM email is the channel owners already read. Moving the signal there means you see yesterday's agent report card without changing anything about your routine.

What Counts as "Fell Short"

We draw the line at an overall score below 4.0 (on a 1-5 scale). Above that, the rubric says the call was solid — no need to surface it. Below that, something went wrong enough to look at.

Every call that makes the list gets the first issue from the QA scorer surfaced as a one-line reason. If the scorer found multiple issues, the email shows the one flagged as most severe. You can click through to the dashboard for the full breakdown.

Typical reasons you'll see:

  • "Agent repeated greeting after the caller had already started talking" — barge-in handling
  • "Caller asked about parking, agent hedged" — knowledge gap
  • "Booking for 3 services, agent lost track mid-call" — procedural guidance needed
  • "Tried to cancel past-window, agent failed gracefully" — this one is OK, the fallback worked

Sometimes the thing that "fell short" is a graceful failure. We still surface it so you see the pattern.

The Suggestions Block

Up to three pending improvements show up, sorted by how many calls they affect. These are the patterns the nightly QA system spotted across multiple calls — not one-off issues, but things that keep tripping the AI.

Each one tells you:

  • Which layer it would modify: Personality (tone + warmth), Flow (call procedures), or Knowledge (salon facts).
  • How many calls from the last cycle would have been handled better.
  • A one-line title describing what the fix changes.

You don't approve from the email — click through to the dashboard, read the full proposed text, and accept with one click. The change applies to your live agent within seconds.

What It Doesn't Do Yet

Today's email is report-only. The AI doesn't apply fixes on its own overnight — you still review each suggestion.

That's deliberate for now. We want you to see what the model is proposing before we let it self-apply. Once you've accepted a few cycles' worth of suggestions and the quality is obviously right, we'll open the door to auto-applying the safest ones (the ones affecting 5+ calls with high confidence). For today: the human stays in the loop.

We're also not running a regression check yet. If you accept a suggestion on Monday and it makes things worse by Thursday, today you'd have to notice that yourself. That's the next piece we'll ship — 24 hours after an accepted suggestion goes live, we'll compare scores on the affected call type and either confirm the improvement or flag a rollback for your review.

Nothing to Turn On

The Agent Performance section appears automatically in your next 5 PM email — assuming yesterday had scored calls. If your 5 PM email was quiet today, it'll be quiet again; this doesn't flood your inbox on days when there's nothing to say.

If you've opted out of the end-of-day recap and want it back, Settings → Notifications.

Your receptionist's nightly review just landed in your inbox. Take 30 seconds tomorrow evening and see how yesterday went.

Learn more: /docs/owner-notifications.