An autonomous trading platform for prediction markets built in house at Vaib. AI models form a consensus view and execute trades inside human defined risk limits.

Not yet. Kalcify is an internal product in active development, not a public service or financial product.

Does it actually make money?

We do not publish performance figures. The point of the project is engineering: building agentic systems that act safely with real stakes.

Why does it matter for my project?

If your product needs AI that takes actions, not just writes text, we have built and operated exactly that, with risk controls designed in from the start.

Vaib product · In development

Prediction markets, traded while you sleep.

Kalcify is an autonomous trading platform for prediction markets, built in house at Vaib. Multiple AI models read the news, debate a position, and execute with risk limits a human set in advance.

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Will the Fed cut rates at the next meeting?

GPTClaudeGrok

Models agree: position within limits

✓ Order placed · risk checked

What it does

Three models, one disciplined trader

Multi model consensus

GPT, Claude, and Grok each read the same market and argue their case. Kalcify only acts when the models agree, which filters out one model's bad day.

Risk limits come first

Position sizes, loss limits, and market filters are set by a human before the system trades a cent. The AI works inside the fence, never around it.

Around the clock execution

Prediction markets move on news that does not wait for business hours. Kalcify watches markets and executes continuously.

Built in house at Vaib

Kalcify is our own lab project: a working autonomous trading system spanning AI orchestration, market APIs, and risk tooling.

It is how we learn what agentic systems do under real pressure, and that experience goes into client work.

AI Orchestration
Autonomous Agents
Market APIs
Risk Tooling
TypeScript

Questions builders ask

Straight answers.

What is Kalcify?: An autonomous trading platform for prediction markets built in house at Vaib. AI models form a consensus view and execute trades inside human defined risk limits.
Can I use it?: Not yet. Kalcify is an internal product in active development, not a public service or financial product.
Does it actually make money?: We do not publish performance figures. The point of the project is engineering: building agentic systems that act safely with real stakes.
Why does it matter for my project?: If your product needs AI that takes actions, not just writes text, we have built and operated exactly that, with risk controls designed in from the start.

Need AI that acts, not just answers?

We build agentic systems with the guardrails designed in. Free intro chat.

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