---
title: "Towards AI"
category: "companies"
aliases: ["Towards AI"]
website: "https://towards.com/"
sourceLabels: ["Official speaker roster", "Official conference schedule", "Public company site", "Automated company profile fetch"]
---
# Towards AI

## Overview
Towards AI is represented at AI Engineer World's Fair 2026. The automated fetch found a likely public site titled "towards.com - Coming Soon", but the page did not expose a concise public description in metadata.

## Background
The official speaker roster connects Towards AI to Louis-François Bouchard, Omar Solano, Samridhi Vaid. The public company site was discovered by domain-guess and fetched, but usable metadata was limited.

## Conference Relevance
Towards AI matters to this wiki through 3 official speaker(s) and 1 scheduled session(s), including: Context Engineering in 2026: Compaction, Memory & Cost.

## Conference Sessions
- [[2026-06-29-louis-fran-ois-bouchard-context-engineering-in-2026-compaction-memory-and-cost]] - Context Engineering in 2026: Compaction, Memory & Cost (2026-06-29, 2:20pm-4:20pm)

## Connections
- [[louis-fran-ois-bouchard]] - CTO & Co-Founder
- [[omar-solano]] - AI Engineer
- [[samridhi-vaid]] - Senior Machine Learning Engineer

## Sources
- [towards.com - Coming Soon](https://towards.com/)

## Evidence Graph
This evidence graph summarizes how this organization appears across the conference source graph: scheduled sessions, linked videos, transcripts, and slide-derived evidence.

### Linked Sessions
- [[2026-06-29-louis-fran-ois-bouchard-context-engineering-in-2026-compaction-memory-and-cost|Context Engineering in 2026: Compaction, Memory & Cost]]

### Media Signals
- `youtube-I2cbIws9j10` — 91,792 transcript words; 7 slide-derived text signals
- Transcript signals for `youtube-I2cbIws9j10`: code, model, back, system, well, first, today, even.
- Slide-derived themes for `youtube-I2cbIws9j10`: context, window, selects, response, facts, retry, coerce, rollback.
- Evidence links for `youtube-I2cbIws9j10`: [[youtube-I2cbIws9j10]], [[youtube-I2cbIws9j10-transcript]], [[youtube-I2cbIws9j10-slides]], [[youtube-I2cbIws9j10-dense-slides]]
- `youtube-ZRM_TfEZcIo` — 9 slide-derived text signals
- Slide-derived themes for `youtube-ZRM_TfEZcIo`: obsidian, google, plus, notion, drive, growing, files, month.
- Evidence links for `youtube-ZRM_TfEZcIo`: [[youtube-ZRM_TfEZcIo]], [[youtube-ZRM_TfEZcIo-slides]], [[youtube-ZRM_TfEZcIo-dense-slides]], [[youtube-ZRM_TfEZcIo-reconstructed-slides]]

## Notes
- Automated company profile fetch status: fetched.

## Evidence Boundary
Official roster and schedule facts are treated as canonical for conference participation. Public company sites, documentation, and professional profiles are supporting context used to explain what the organization does and why it is relevant.