Kairon (software)

Kairon
Developer(s)	Kairon
Initial release	2026; 0 years ago
Engine
Operating system	Web application
Platform	Web
License	Proprietary
Website	kairon.trade

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Kairon is a web-based platform that combines prediction market intelligence with AI agent governance tooling. Developed and operated at kairon.trade, it serves two distinct audiences: retail and institutional traders on Polymarket, and software developers building AI agent workflows.

Overview

Kairon organises its product into three sub-brands that share a single user account:

Kairon Trade – the consumer-facing dashboard for Polymarket traders, offering scored market listings, a whale-transaction tracker, AI-generated strategy briefs, and a paper-trading simulator (DemoTrade).
Kairon Forge – a B2B AI agent runtime targeting platform engineers, quant developers, and compliance teams. Forge provides MCP (Model Context Protocol) tool-call interception, human-in-the-loop approval flows (Anvil), a Guardian audit log, and pre-built Skill Packs for DevOps, FinOps, Security, Music, and Data workflows.
Kairon Media – an editorially-styled publication that surfaces AI-generated and curated articles about prediction-market topics, accessible within the same application.

Kairon Score

The platform's core analytical primitive is the Kairon Score, a 0–100 composite index assigned to each live Polymarket question. The score is calculated from five weighted buckets: volume momentum (0–35 pts), liquidity depth (0–25 pts), momentum ratio (0–20 pts), odds excitement (0–10 pts), and time urgency (0–10 pts). Markets scoring 70 or above receive an A+ tier designation; the highest tier, SS+, requires a score of 95 or above.^{[citation needed]}

The scoring formula is versioned (current: v1.0, as of May 2026) and documented publicly at kairon.trade/scoring. A low-confidence cap prevents quiet markets (under $5,000 in 24-hour volume) from reaching the highest tiers through excitement and urgency stacking alone.

Score-bot public lab

Kairon operates three automated paper-trading bots on Polymarket in parallel, each starting with a $10,000 hypothetical bankroll and executing trades every 15 minutes:

Kairon Score bot – enters positions only on markets rated A+ or higher.
Random bot – selects markets uniformly at random.
Price bot – targets markets where the YES probability is at or above 75%.

All trades are publicly accessible via an unauthenticated API endpoint (/api/lab/score-bot/trades), and aggregate performance statistics (total return, win rate, annualised Sharpe ratio, and Brier score) are displayed at kairon.trade/lab/score-performance.^{[citation needed]}

Kairon Forge

Forge is positioned as a governance layer for AI agent systems. Its architecture comprises:

Anvil – an approval queue that intercepts agent actions (shell commands, file writes, external API calls) and routes them to a human-in-the-loop mobile inbox before execution.
Guardian – an immutable audit log with five-year retention, NDJSON/CSV SIEM export, and per-step risk scoring.
Prompt Risk Scanner – a regex and policy engine that detects credential shapes (API keys, bearer tokens, SSH keys) and destructive command patterns (rm -rf, fork bombs, DROP TABLE, curl) before they leave the prompt.
Dynamic model router – routes agent task calls to the lowest-cost AI provider (Anthropic, OpenAI, Google, or local Ollama) that satisfies the active quality and latency policy.

Forge is offered under a freemium model: a Personal tier (free, 50 tasks/month), Pro ($19/month, 200 tasks), Pro+ ($29/month, 600 tasks), and Agency ($99/month, 5 seats, 3,000 pooled tasks). An Enterprise tier with on-premises deployment is available by negotiation.^{[citation needed]}

Intel API

Kairon is developing a standalone data API, Kairon Intelligence API, targeting institutional buyers such as hedge funds, fintech firms, media organisations, and consultancies. The API exposes four MCP-callable tools: kairon.market.macro_snapshot, kairon.anomaly.detect, kairon.news.semantic_search, and kairon.forecast.calibrated. As of May 2026, the API is in closed beta for paid Forge subscribers, with a planned public launch in 2027.^{[citation needed]}

Development and transparency

Kairon publishes a public changelog at kairon.trade/updates, versioned in git, covering every notable product change. A transparency page (kairon.trade/transparency) discloses anonymised funnel metrics on a seven-day lag using bucketed ranges to prevent reverse-engineering of exact user counts. As of May 2026, the platform reports fewer than ten total registered accounts and fewer than ten Pro+ subscribers.^{[citation needed]}

References

External links

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