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Introducing Troika 3.0 - Intelligent Grouping & Roster Intelligence

Connect Deeper.
Group Smarter.

Troika is the premium meeting logistics and intelligent pairing platform for modern communities. Eliminate the overhead of attendance tracking, parse rosters instantly with AI, and group members in perfect trios.

Need to orchestrate a new community? Apply as a Troika Master.

Active Workspace
Event #402
AI Optimal
Parsed Roster
PDF
attendance_roster_june.pdf
24 active members extracted
Generated Trios
Trio A
MR
·
SL
·
DK
Trio B
AM
·
JP
·
RC
The Philosophy of Three

The Power of Trios

Why groups of three yield the highest-quality networking outcomes.

No Awkward Silences

Unlike one-on-one matches that place intense social pressure on participants, a three-person group (Troika) maintains natural conversational energy, even if one member is quieter.

Dynamic Perspectives

Trios create a perfect triangle of ideas. You receive a diverse range of input while keeping the conversation intimate enough for everyone to speak and be heard.

Operational Simplicity

Troikas are highly resilient. If a member is absent at the last minute, the group naturally adapts into a standard pairing without disrupting the overall event schedule.

Interactive Walkthrough

Role-Based Dashboard Walkthrough

Click the tabs below to explore features tailored for different users in the community ecosystem.

Member Dashboard

State attendance, specify preferences, and request connections.

A streamlined experience built to keep members actively engaged in events without administrative hassle.

01

Past Attendance Ledger

Keep a chronological record of your involvement. See your active attendance rate computed live to stay engaged.

02

Targeted Meeting Requests

Looking to meet someone specific? Enter up to three email addresses for an upcoming event, and the pairing engine will prioritize matching you together.

03

Multi-Group Affiliations

See which local chapters, regions, or sub-groups you belong to, all synchronized under a unified SSO profile.

Meeting Preferences
Submit Pairing Requests
Live Attendance Rate:92% (Excellent)
Platform Workflow

The Lifecycle of a Troika Event

How the platform coordinates an event meeting from start to finish.

01

Upload & Extract

The Troika Master uploads a registration PDF. The platform uses an advanced AI model to extract names/emails and creates the roster.

02

Collect Attendance & Requests

Members log in, confirm their attendance, and optionally submit up to three emails of people they'd like to meet.

03

Generate & Fine-Tune

The Master generates groupings. The algorithm pairs members based on attendance and requests, checking historical pairings to prevent repeats. The Master adjusts groups using drag-and-drop.

04

Lock & Dispatch

The Master locks the event. The platform records the pairings in the history tables and dispatches group details to members.

Technical Foundation

Technical Specifications & Features

The modern, enterprise-ready technologies powering Troika's interface.

Aesthetic Quality

HSL-tailored colors, smooth Framer Motion transitions, responsive grid designs, and custom scrollbars.

AI PDF Roster Extraction

Leverages pdfjs-dist alongside a powerful AI engine to parse arbitrary registration documents.

Tactile drag-and-drop UI

Powered by @dnd-kit/core and @dnd-kit/sortable to support keyboard and touch layouts.

Secure Authentication

Fully integrated with Google and Microsoft Azure SSO.

Postgres RLS Policies

Row-Level Security policies ensure members and masters have access only to their relevant records.

Got Questions?

Frequently Asked Questions

Everything you need to know about the platform grouping logistics.

T

Ready to automate your meeting logistics?

Join professional groups and Troika Masters automating attendance tracking, email reminders, and trio pairings.