Date: 4 Oct 2026
We build ambitious software.
Ambitious Software is an independent AI and machine learning company from Gorakhpur, Uttar Pradesh, India. From model inference to coding agents, we build AI that runs on the machines people already own, at prices you can actually see.
Who we are
“The hardware already exists. Ambitious software puts it to work.”
- Headquarters Gorakhpur, Uttar Pradesh, India
- Focus AI & machine learning infrastructure
- Products TezGrid and OLO
- Engineering Native Rust, built to run on real hardware
Two products. One belief.
AI shouldn't need new hardware or surprise bills. TezGrid puts idle machines to work. OLO, coming soon, makes your own machine feel fast again.
Distributed inference
Inference on machines that already exist.
An OpenAI-compatible API backed by GPUs, Macs and CPU servers that independent operators already own. Developers change one line. Operators keep 94.5% of every settled charge; TezGrid takes a flat 5.5%.
- OpenAI-compatible API
- Region- and latency-aware routing
- 94.5% to operators, 5.5% fee
AI code editor
The AI code editor that respects your machine.
A native code editor that idles at 16 MB instead of 800 MB, with a local-first coding agent and hard budget caps. Bring your VS Code or Cursor setup over in one click.
- 16 MB idle memory
- Budget-capped AI coding agent
- Local-first context and embeddings
How we build.
Our products are different, but the principles behind them are the same.
- Use what already exists TezGrid runs on hardware that would otherwise sit idle. OLO uses the webview already on your system instead of shipping a whole browser.
- Be honest about cost Transparent per-token pricing, one flat platform fee, hard budget caps, and costs shown in ₹ and $ before you spend.
- Built in Rust, built to last Both products run on native Rust cores, so they stay fast and lean and work on machines people actually have.
Small team. Big ambitions.
The people building TezGrid and OLO, from Gorakhpur, Uttar Pradesh, India.
Manish Shahi — Founder
Builds TezGrid and OLO end to end, from the Rust inference gateway and model routing to the editor's local-first coding agent.
Let's build something ambitious.
Design partners, GPU operators, press, or just saying hello, we'd love to hear from you.
contact@ambitious.software