# Articul8 launches Bivia, a multimodal model for completing entire workflows

> Original title: A month before ChatGPT launched in November 2022, an Intel team had already delivered a specialized AI model to an enterprise customer.

- Source: Rohan Paul
- Published: 2026-10-28T21:58:28.000Z
- Bad Influence: https://badinfluence.news/items/zkbdkftgrqsupjss03ftqznos
- Original: https://x.com/rohanpaul_ai/status/2115563876297441671

## Summary

Articul8, an AI company valued at $500M, is launching Bivia, a multimodal decision model built to complete entire workflows rather than answer single questions. Bivia processes documents, images, audio, video, and time-series data, makes sequential decisions, and defers to humans when uncertain. The model draws on more than three years of AI deployments in semiconductors, energy, and manufacturing.

## Post

A month before ChatGPT launched in November 2022, an Intel team had already delivered a specialized AI model to an enterprise customer.

The customer came back asking for the software behind it.

That project eventually became Articul8, an AI company valued at $500M.

Now they're launching Bivia, a multimodal decision model built on years of real production workflows.

It can process documents, images, audio, video, and time-series data, make sequential decisions, and defer to humans when uncertain.

The interesting shift here is from models that generate answers to models designed to complete entire workflows.

![](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Fmedia%2FHVv9v8qbYAA-FuJ.jpg&mode=thumb&exp=1793491200&sig=51ec5d7ff2651342)

## Quoted post @Articul8_AI

> Introducing Bivia.
> 
> A multimodal AI decision model built to complete entire workflows, not just answer individual questions.
> 
> We've spent 3+ years building and deploying AI in production across semiconductors, energy, manufacturing, and other complex industries.
> 
> Today, we're bringing that experience to everyone.

https://x.com/Articul8_AI/status/2115558202029007195