iMario
Synthetic audience · from your data

Own your intelligence layer
in the agentic era.

iMario turns the customer data you already hold, CRM records, surveys and interviews, into Synthetic Individuals your teams and agents can ask any time. Built on your data. Owned by you.

SalesforceSalesforce
18,400 contacts
Qualtrics
2,310 responses
Zoom
48 transcripts
Merged audience
Lapsed premium members1,200

Connected systems and uploaded files merge into one audience of 1,200 Synthetic Individuals: Lapsed premium members. Part of the audience lights up as each merge completes.

The problem

Your customer data is rich.
It is also static.

Enterprises have already paid for the truth about their customers. It sits in three systems that never talk to each other, and none of them can take a new question.

CRMSURVEYSTRANSCRIPTS
CRM records
18,400 contacts

Plan, tenure, region, orders. They describe who your customers are. They cannot tell you what those customers would do next.

Surveys, used once
2,310 responses

Every study answers the brief it was written for, then sits in a folder. The follow-up question needs a new study.

Interviews in a drive
48 transcripts

Hours of calls and transcripts, read once by the person who ran them, then never again.

What iMario does

Turn the data you already own into people you can ask.

LAYER 01

Connect

Connect the systems where your customers already live. Read-only. Nothing leaves your workspace.

LAYER 02

Model

Every real record becomes a Synthetic Individual: one person, one profile, their real answers as history.

LAYER 03

Ask

Surveys, interviews, focus groups, agents over MCP and API. Same people, next question, any time.

Maria Liz da Mota
Premium · lapsed Mar 2026 · São Paulo

“Price went up, the shipping perk went. I did the math and left.”

Lapsed premium members · 1,200
SurveyWould you return for a cheaper tier without free shipping?
1,200 responses · 6 min
Return for a cheaper tier
41%
Return for a discount
17%
Would not return
42%
Data connections

Connect once. The audience keeps up.

HubSpot, Salesforce, Qualtrics, Zoom, and anything your team and agents run on. Read-only, joined to the same people by customer ID.

Salesforce
Typeform
Gong
Fireflies
Microsoft Teams
SharePoint
Salesforce
Typeform
Gong
Fireflies
Microsoft Teams
SharePoint
Built on their own data

Two audiences. Two questions nobody could ask before.

Subscription retail · United States
Sample case

Which win-back offer brings lapsed members back?

Three offers tested in one afternoon. A cheaper tier read 2.4× the reply intent of a discount. The tier shipped; the discount never ran.

“I let it lapse when the shipping perk went. Nothing else in premium mattered to me.”

Individual #0412 · Premium, 2.1 yrs · from customer_interviews_q2.vtt
Subscription retail · United States★ 12,480
Inputs
interviews, Zoom48
survey respondents, Qualtrics2,310
contacts, Salesforce18,400
→ Lapsed premium members · 1,200 Synthetic Individuals
B2B software · Europe
Sample case

What would have changed a closed-lost decision?

Pricing-page and onboarding objections surfaced by segment. A sales-assist agent now asks the audience over MCP before every proposal goes out.

“The number on the pricing page was fine. Nobody could tell me what onboarding would cost us in weeks.”

Individual #0287 · Ops lead, 200-seat · from gong_calls_2026q1
B2B software · Europe★ 12,480
Inputs
call transcripts, Gong310
closed-lost opportunities, Salesforce640
tickets, Zendesk1,900
→ Closed-lost, last two quarters · 640 Synthetic Individuals
FAQ

Questions,answered.

Straight answers before you start. Anything else, ask us live.

Book a demo

A prompted persona plays a character from its training data. A synthetic audience is modelled from your records: each individual is built from one real person’s transcripts, survey answers and CRM data, keeps them as its history, and can be audited against them.

Know anyone, anytime.

Building a world where the human voice is the heart of every business decision.