Join us for our inaugural conference, Forge 2026

11:00AM PDT SEPTEMBER 29, 2026

Webinar: Build like a frontier lab

How Macroscope achieved better model speed, quality, cost

Speakers

Rob Bishop

Rob Bishop | Co-Founder at Macroscope

Vivek Chauhan

Vivek Chauhan | Product Lead, Training at Fireworks

The next breakthrough for your product could come from a model you train.

Training lets you build capabilities that outperform general-purpose models on the work that differentiates your business, with more control over quality, speed, and cost. You own the model advancements you build and keep improving them as your product grows.

Macroscope chose to build its own model to power its code-review product. Working with Fireworks, the team reduced token use by 25% without degrading performance in early training runs.

Macroscope webinar

Join Rob Bishop, Co-Founder of Macroscope, and Vivek Chauhan, Fireworks Training Product Lead, for a live webinar on why Macroscope chose to own its model, how that changed what it could deliver to customers, and what other teams should consider before making the leap.

We’ll explore

  • Where owning model capabilities can create a lasting advantage
  • How to choose what to train for and measure improvements that justify the investment
  • What it takes to bring a specialized model into production, and where a partner can accelerate the work

The conversation will be followed by live Q&A.

Part of Build Like a Frontier Lab, a Fireworks webinar series on specialized intelligence.