Fuel sales operations industrial night

Commercial platform for fuel operations

An AI handles the conversation and qualifies; the team reads the pipeline by state, period, and region.

Fuel sales operations

A conversational AI handles the incoming message on its own and qualifies the prospect; the resulting record is assigned by region and feeds a dashboard with a funnel, trend, and geographic distribution. The story focuses on the implemented flow and attributes no conversions, revenue, or other outcomes.

The problem

Prospects arrive by messaging at any hour and need consistent attention, classification, assignment, and follow-up so a sales team can understand pipeline status by period and region.

What was actually built

AI-handled and qualified conversation, prospect record, assignment by region, and follow-up with a funnel, trends, and geographic distribution.

Book 06

From message to advisor

Demo · synthetic data
01Messaging02The AI talks and qualifies
Incoming
message
Tanques del BajíoFictional company

The AI holds the conversation alone

No operator

Hi, I’m looking at a tank.

What capacity do you need?

About 20 000 L, for diesel.

Which city would it go in?

New plant in Saltillo.

Your area advisor will reach out.

What the AI read
Capacity20 000 L
ProductDiesel
LocationSaltillo
TemperatureColdWarmHotQualifies hot
03Record04Region05AdvisorWake

Record

Auto
Marisol TreviñoFictional prospect
TankDiesel · 20 000 L
AreaSaltillo, Coah.
Temp.Hot

Built from the conversation

Region

Schematic
NORTHCENTRALSOUTHLands in North

Advisor

Auto
P. EscalanteNorthAssigned
M. RenteríaCentral
J. VillalpandoSouth

Nobody routes it by hand

ConsequenceFictional prospectssynthetic data · not real performance
Illustrative trend · no outcome figures

Names, messages, regions and figures: fictional, from an invented company · The regional geometry is schematic, not a map · No conversions, revenue or other business outcomes are claimed.

System thread from data to operation
  1. 01

    Conversation

    The AI handles a fictional prospect on its own, asks and qualifies; the record fills in from what it reads.

  2. 02

    Assignment

    A schematic regional geometry routes the qualified prospect to the advisor for its region.

  3. 03

    Wake

    Recreated stages and a synthetic trend organize fictional prospects for an invented industrial company.

  • The analytics screen implements funnel, trend, and distribution views for prospect tracking.
  • The owner confirmed that the AI holds the conversation on its own and qualifies the prospect from it.

Limits of the evidence

  • No conversions, revenue, or other business outcomes are attributed.
  • No model metrics are published, and no production operation is claimed.

Technology

  • Next.js
  • React
  • NestJS
  • PostgreSQL

Do you need to turn scattered conversations into a shared sales view?

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