Birla AI Labs — Frontier Research

Forecast the work.
Not the workload.

Time-series foundation models deployed inside your operational cadence. Upload data, choose a model, ship production-grade forecasts in minutes.

10+Forecasting models
90%Faster forecast cycles
Enterprise Partners
UltraTech CementDemand forecasting·Multi-regionLive
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UltraTech CementDemand forecasting·Multi-regionLive
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UltraTech CementDemand forecasting·Multi-regionLive
Coming Soon2025
UltraTech CementDemand forecasting·Multi-regionLive
Coming Soon2025
Why Birla Forecasting

What most forecasting stacks get wrong.

We got them right.

01

One workspace, every model

Stop juggling notebooks, spreadsheets, and disconnected models. Upload data, select a model, get results — no code required.

02

Foundation models, not just ARIMA

Zero-shot accuracy from the same models used by world-class research teams. No ML expertise needed for production-grade results.

03

Ask your data anything

The AI Forecast Agent has full context of your data and model run. Ask why MAPE is high in Q4 and get expert-level answers.

The Platform

One system. Three surfaces.

Every enterprise engagement runs on the same platform. For teams that want self-serve access, it is available as a standalone product.

Forecast
01ForecastUpload, run, and compare model outputs in one view.

Visual app

No-code interface for business users. Upload, select horizons, and compare models.

AI Forecast Agent

Ask why MAPE spiked or what drives the trend. Natural-language answers with context.

Developer API

Clean REST endpoints for batch and real-time forecasting. Integrate in hours.

Enterprise security

Secure mode keeps data in-browser. On-prem and private-cloud deployment available.

Model marketplace

Switch between foundation models with one click and benchmark against your baseline.

Use Cases

From crop yields to energy grids.

If it has a date column, we can forecast it.

Supply Chain

SKU-level demand forecasting

Operations

Predictive maintenance

Environment

Weather and climate indicators

Energy

Load and price forecasting

Finance

Financial and market forecasting

Public Sector

Healthcare and epidemiology

Agriculture

Crop yield and agri-commodities

Logistics

Supply chain and route planning

Foundation Models

One platform. Every model.

Switch between state-of-the-art time-series models with one click. Benchmark them against your own baseline.

Chronos-2
Amazon zero-shot forecaster. Strong on seasonal, noisy, and short-history series.
TimesFM-2
Google foundation model for time series. Built for multivariate and long-horizon tasks.
Moirai-2
Salesforce universal model with variable context windows and patch-based attention.
TabPFN-TS
Prior-data fitted transformer for tabular-style time series with strong few-shot behavior.
TiRex
Zero-shot foundation model by NXAI. Strong out-of-the-box accuracy with no tuning.
Chronos
Fast, robust univariate baseline for rapid prototyping and benchmarking.
Let’s Talk

Have a forecasting problem worth solving?

If there is a time-series decision driving real operational or financial stakes, we would love to hear about it. No decks, no pitch just a conversation.