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Case Studies

AI and trading intelligence

Problys

Prediction-market research distilled into evidence, base rates and decision-ready edge ratings.

Live product Prediction intelligence platform
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Problys platform visual
AI and trading intelligence
01Structured research
02Base-rate context
03Decision-support signals

Project Overview

Context and engagement model

A prediction-market intelligence product for structured research, base-rate analysis and real-time edge ratings.

Client context
A product team building decision-support tooling for prediction-market traders.
Market
Prediction markets
Product type
Prediction intelligence platform
Engagement model
Product design, platform engineering and ongoing delivery support
Platforms developed
Web intelligence platform

Challenge

The problem to solve

Prediction-market traders need structured research, base-rate context and signal clarity without slowing down decision-making.

iMeta's Approach

How iMeta shaped the product

iMeta supported a product experience that brings research workflows, base-rate analysis and real-time edge ratings into a single trader-facing platform.

System Architecture

Simplified delivery model

01 Market data intake
02 Research workflow layer
03 Signal and rating engine
04 Trader workspace
05 Public web experience

Core Features

Modules and user flows

  • Structured research workflows
  • Base-rate analysis
  • Real-time edge ratings
  • Market intelligence interface
  • Trader decision support

Engineering Challenges

What needed careful handling

  • Presenting complex research without interface overload
  • Keeping signal workflows legible for traders
  • Supporting timely intelligence views

Technology Stack

Grouped by delivery layer

Frontend

  • Trader-facing web interface
  • Signal dashboards

Backend

  • Research workflows
  • Signal-processing services

Infrastructure

  • Web application deployment
  • Monitoring-ready operations

Database

  • Research records
  • Market intelligence data

Integrations

  • Market data workflows
  • Public product site

Results

Operational improvements

  • A live public product at Problys.io
  • Trader-ready research workflows
  • Clear base-rate and edge-rating presentation
  • A platform foundation for continued intelligence features

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