jitm.ai (Just-In-Time Models)

prediction layer for your AI agent.

Data in. Prediction API out. In seconds.
No ML expertise required. Your data stays private.

[jitm.ai (Just-In-Time Models) @jitm_ai]

AI agents will soon run the world’s data, but when they need to predict, where does the model come from?

Not another data science project. A utility.

Just uploaded a CSV → trained → live prediction endpoint in minutes. Even beat H2O & AutoGluon on live BTC direction.

This is the missing prediction infrastructure for the agent era.
👉 https://t.co/TMEWTFkFpg

#AIAgents #PredictiveAI #MLInfrastructure #BTC #Bitcoin

[jitm.ai (Just-In-Time Models) @jitm_ai]

Just leveled up tabular intelligence ⚡

https://t.co/87vHlsEvG7 now runs a full Model Team — boosted trees + regularized linear + TabM (Yandex neural beast) — intelligently meshed together for stronger, more robust predictions on real messy data.

No more single-model compromises.

The real flex? Full MCP-native. Drop your CSV into Claude, ChatGPT, or Cursor and watch the agent build, evaluate, and deploy a live prediction endpoint in minutes.

The future isn’t just LLMs. It’s LLMs with serious tabular superpowers.

Pro is live - request access! → https://t.co/nVGASuzbXE
Who’s building the next killer agentic workflow? 👀
#AI #AutoML #MCP #Agents

[jitm.ai (Just-In-Time Models) @jitm_ai]

Better AutoML is not just about training more models.

It is about choosing the right ones.

Our platform uses hill-climbing ensemble selection to build stronger ensembles from the models that actually improve validation performance.

Agents will decide. Precision needs the best tools.

#AutoML #AI #MachineLearning #GenAI

[jitm.ai (Just-In-Time Models) @jitm_ai]

We will soon be posting details about a #BTCUSD #Bitcoin price prediction model use case created on our platform, Just-In-Time Models.

All models were created via our #MCP server by an #LLM.

Our 18-model ensembles using different architecture families produce world class predictions. Agents are first class citizens here. #AI #ML #JITM

[jitm.ai (Just-In-Time Models) @jitm_ai]

Access all of your models with Claude Desktop or ChatGPT - simply use our MCP server. Why do #ML and #AI any other way? LLMs can make your predictive models for you on our platform and help you understand the complicated parts. #JITM #ArtificialIntelligence #Predictions

[jitm.ai (Just-In-Time Models) @jitm_ai]

Two quiet upgrades shipped to https://t.co/dSWTvJpamT this week:

→ Phase 2 now trains XGBoost, LightGBM and CatBoost side by side and ensembles the best of each.

→ Time-series data is detected automatically and validated chronologically, so models can't peek at the future during training. The most common silent bug in real-world ML.

Incrementally building a world-class modelling platform. Step by step.

Full write-up ↓
https://t.co/oQO2VT32G8

Next up: deeper reasoning about your data, so JITM engineers features the way a seasoned data scientist would.

#AI #AutoML #Agents