The System Behind Sarah

The AI is the 10% you see. This is the 90% underneath it.

Plenty of “AI tools” promise the world. Sarah actually works the way one should, and we run the entire system for you. We publish exactly how it works because the mechanics aren't the moat. The thousands of edge cases we've already solved are.

Per Qualified Hand-Off·No Retainer·No Long-Term Contract
reply received · 11:42 PM
intent parsed · booking
callback logged · thu 2:00 PM
The Visible 10%

Two phones. That's the whole show.

One conversation on the lead's phone. One notification on yours. Everything that makes it work happens in between, where you never have to look.

The lead's phone

S
Sarah
Summit Roofing

Your phone

Thursday
8:47
Qualified Hand-Offnow
Mike R. · Roof replacement quote
Callback booked Thursday 2:00 PM. He's expecting your call.
Reminder set Transcript attached Mobile verified Consent on file
You only ever pay when this moment happens.
Per Qualified Hand-Off·No Retainer·No Long-Term Contract
The Flow Map

The architecture your leads flow through.

A live system, not a printed funnel.

01 · Source
Dormant database
2,000 contacts, sunk ad spend.
New inbound lead
Caught in under 60 seconds.
Re-run trigger
Rates drop, seasons turn, new offer.
02 · Verify + Scrub
Clean + verify
Mobile validation, litigation-risk scrub, consent check on every list.
140 excludedNever texted
1,860 pass · 93% mobile
03 · Pace + Converse
Paced queue
25 to 200 a day, quiet hours.
The core
1:1 Conversation Engine
Responds in under 60 seconds. Smart re-bumps day 3, day 7. Reads intent, routes every reply. Never blasts, every word logged.
32 to 57% of the list replies
04 · Resolve
Qualified Hand-Off
The only billable event
Scheduled follow-up
Parked, re-engageable
Opt-out honored
Automatic re-entry · context carried · woken on schedule or trigger

Nothing dies in a spreadsheet. Every contact ends in a named stage.

The Reply Router

Watch what one message sets off.

Pick a reply real leads actually send. Most are good news. A few are landmines. The same words can mean different things, and the right move changes every time. Get it wrong and you lose the deal. Or you're holding a TCPA violation.

"yes, let’s do it"
Incoming · 6:12 PM · message 5 of the thread

Confirms and books

No fluff, no extra steps. It moves straight to a time and locks it in.

CONFIRMBOOK

Live bridge

If a rep is free, it connects the call in one step while interest is hot.

BRIDGELIVE

Reminder set

Locks the time and texts a reminder the day before, so they actually show.

REMINDERSHOW_RATE

That's one message. There are dozens of branches like this, and they fire correctly at 2 AM, on message 14, while you're asleep. Every objection and reply makes the next conversation sharper.

The Four Layers

Four layers between “hey Mike” and a booked call.

Layer 01 · Just below the surface
01 / 04

Conversation Intelligence

The part everyone fixates on. It talks like a person because it never acts like a megaphone.

Natural 1:1 texting, never blasts, everReads intent and buying signals in plain languageHandles objections without getting weirdQualifies before booking, no junk hand-offsKnows what it legally can't sayBooks, then goes quiet, no "just checking in"Hands off to a human at the right momentLearns from every objection and reply, sharper over time
Layer 02 · Deeper
02 / 04

Booking & Hand-Off Engine

A great conversation that doesn't end in a calendar event is a wasted one. This layer makes the moment land.

Live call bridge, lead to owner in one stepScheduled callbacks at the lead's chosen timeDirect calendar bookingAutomatic reminders, show-rate insuranceInstant team notifications with full contextEvery conversation logged and auditable
Layer 03 · Deeper still
03 / 04

Compliance & Data Hygiene

Before a single text goes out.

Every number verified as a real mobileLitigation-risk scrub before any sendConsent check on every listInstant opt-out honoringQuiet hours and carrier-safe pacing
Layer 04 · The bottom
04 / 04

Carrier Delivery Infrastructure

The bottom of the stack. Carriers block unregistered traffic. Without this layer, nothing above it exists.

Registered sender identity (A2P 10DLC)Carrier brand and campaign approvalDedicated number per businessDeliverability monitoringSender reputation management
The Honest List

Thinking of building this yourself?

Genuinely, here's the list. We'd rather you see it now than discover it in month three.

The Build Path
  • Carrier registration before a single text delivers. Unregistered traffic gets blocked.
  • 10,000+ lines of agent instruction, written, tested, tuned for your business.
  • Booking detection and calendar wiring that survives real schedules and reschedules.
  • Opt-out compliance where one mistake is a $500 to $1,500 per-message violation.
  • Every reply the AI shouldn't send at 2 AM, found one embarrassing mistake at a time.
  • Reminder and re-bump workflows that nudge without annoying anyone.
Realistic timeline · months of evenings
Plugging In
  • Live in days, not months.
  • Every layer included, battle-tested across real databases.
  • We build it, run it, and manage all of it. You just take the meetings.
  • It gets smarter every week, automatically. Nothing for you to tune.
  • Pay per Qualified Hand-Off only.
No retainer · no long-term contract
0+
lines of instruction per production agent
<0s
response time, any hour of the day
24/7
conversations on the lead's schedule, not yours
0
blasts, every send is a paced 1:1 message
See It Run On Your Numbers

Bring your database. We'll show you what's still alive in it.

A custom demo with your leads, your offer, your capacity.

Pay Per Qualified Hand-Off No Retainers No Long-Term Contracts