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News

What's new at JITM.ai

Product updates, engineering deep dives, and announcements from the team.

Feature

Your agent now builds a model team, not just a model

JITM.ai Pro now trains four model families in parallel and learns how to combine them into a single prediction endpoint. Connect any MCP-compatible LLM, hand it a CSV, and let it build the model team for you.

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Feature

One URL, zero tokens: OAuth comes to JITM.ai

Connecting an AI agent to JITM.ai now takes exactly one step: paste the URL. OAuth handles the rest. No tokens to generate, no config files to edit, no secrets to rotate.

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Engineering

Three expert algorithms, time-aware splits: Phase 2 gets smarter

Every Phase 2 model on higher tiers now draws from three different learning algorithms and combines the best from each. And when your data has a time dimension, JITM.ai now respects it automatically, so models don't learn by peeking at the future.

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Launch

Introducing JITM.ai: The prediction layer for your AI agent

We're launching JITM.ai: an AutoML platform that turns any CSV into a live prediction endpoint in seconds. Built for humans and AI agents alike.

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Feature

MCP Integration: Give your AI agent predictive superpowers

JITM.ai now exposes its full ML pipeline as 13 MCP tools. Any MCP-compatible agent (Claude, Cursor, GPT) can upload data, train models, and make predictions autonomously.

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Feature

Phase 2 Training: Deeper models, better results

Builder tier and above now get Phase 2 deep training: a second pass with wider hyperparameter search, full dataset training, and ensemble support for maximum accuracy.

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Engineering

Low-latency inference: Built for production speed

How JITM.ai delivers sub-25ms inference with model caching and optimised feature pipelines.

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