LMGram Partner Console
LMGram Partner Console

Intent intelligence for events, expos, campuses and high-density communities.

LMGram helps partners understand what people are actively looking for inside a bounded context: which needs create useful connections, which interests form groups, and which demand remains unmet.

Event intelligence snapshot Scoped aggregate
Active users842
Intentions1,924
Matches3,118
Useful71%
Connection magnetAI infrastructure buyers: 86% matched.
Unmet demandSOC 2 readiness: high demand, low supply.
Operator actionCreate sponsor slot or side session around compliance.
Product shape

One core model: managed contexts.

A managed context is a physical, temporal or community space where many people express intent within a shared boundary. It can be an event, expo, campus, venue or private community.

Live pulseActive users, intentions, matches, chats, rooms and useful outcomes by period.
Connection magnetsTopics and intents producing high-quality matches and group formation.
Unmet demandNeeds with activity but insufficient supply, mentors, vendors or programming.
Activation kitQR assets, suggested prompts, email copy and reusable partner materials.
Use cases

Different interfaces over the same intelligence layer.

Events / Expos

Understand networking performance during and after the event, identify sponsor opportunities, and reuse activation material for the next edition.

Campus

Track student needs and interests continuously: study groups, clubs, projects, support demand, belonging signals and aggregate safety indicators.

Venues / Communities

See which programming, services or experiences create repeated connection value for members, guests or local communities.

Report examples

Reports should answer operational questions.

Activation funnelInvited users -> signups -> first intent -> match -> chat -> useful outcome.
Topic demandWhich categories people searched for, which matched well, and which need more supply.
Historical snapshotsCompare editions, cohorts, weeks or venue programs without exposing individual users.
Reusable materialsQR placements, prompt packs, sponsor recap slides and post-event reports.
Access and privacy

Partner access is scoped and aggregate-first.

Partners should not receive raw conversations, exact user location trails or unrestricted user lists. The console is designed around aggregate trends, activation metrics and operational insights for the contexts they administer.

Managed context

LatAm AI Summit 2026

Live intent pulse

Event floor activity by hour
Scoped aggregate

Operator focus

What the organizer should act on

Connection magnets

High match yield

Unmet demand

Needs with weak supply

Activation funnel

QR to useful conversation

Reusable kit

Partner materials

Suggested intent prompts

Seed the right behavior for this context

Historical snapshots

Comparable periods for partner review

Access model

Implementation target
OrganizationOwns one or more managed contexts.
Context adminReads scoped analytics and activation assets.
Sponsor roleSees only sponsored segments and aggregate demand.
LMGram operatorConfigures scopes, zones, templates and safety rules.

Contexts

Active, past and review-pending contexts

Request context

Manual setup for LMGram review
Search and select an address to set the context center.

Partner profile

Account language and organization details

Suggested prompts

How mobile users receive context prompts
Inside contextMobile app calls the API with device latitude and longitude.
Partner matchIf the user is within a managed context radius, LMGram returns that context's prompt pack.
FallbackOutside partner areas, LMGram returns generic suggested intents.
LanguagePartners can set English or Spanish; unsupported values default to English.