Bilanc is an AI-powered Engineering Management Platform. We help companies measure and improve developer productivity using AI. We use LLM’s to estimate the effort put into every merged PR, and we measure the boost that AI has on engineering productivity.
Hey!! We're really excited to release Bilanc to engineering teams on Product Hunt today! :)
We all know there is no perfect measure for productivity, and traditional productivity metrics are flawed. Instead, we use LLMs to estimate the amount of effort that goes into every merged PR. You can learn more about how we measure engineering productivity here. We really pride ourselves on being close to the reality on the ground.
In addition to measuring productivity, we integrate your Cursor Business data, so you can more easily justify your investments in AI tools. We provide insights into adoption rates and AI productivity uplift across your teams.
We’re really excited to hear what you all think. It only takes a few minutes to onboard, and a few more for the initial data pull. We’d love your feedback!
Amazing-looking product with such a seamless UI! I love how super-tailored it is for its ICP and how many use cases it solves! Great work @0x_s13i and team, you guys are on to a real winner!
Hey, Bilanc customer here (from Aerones.com). Long story short — when Samuel first demoed the product to me, I was pretty skeptical. Metrics like lines of code (LoC) on their own can be misleading or only tell part of the story. But combining all that data with LLMs turned out to be surprisingly powerful. We ran a demo and got our first analysis back in under 24 hours (data ingestion period), and it closely aligned with my own subjective analysis of the dev team. Top and bottom performers were clearly identified. Impressive start & good luck.
@0x_s13i For teams where collaboration complexity varies (e.g., a simple solo fix vs. a cross-team refactor), how does the model account for factors like review cycles or architectural discussions that aren’t directly reflected in code output?
When I worked at Meta, engineers would obsess over their diffs and lines of code and how they compared with others to make sure they were meeting expectations and productive. But those are proxies for productivity at best, especially with AI, so glad you're taking an approach to this that's more nuanced. I think engineers, as well as managers, will get value out of this for their improvement.
Bilanc is incredible. It's the first time I've seen AI's impact on engineering productivity quantified.
Bilanc looks slick. We already track PR volume and velocity at Compose, but effort estimation per PR? That’s new. Curious how noisy it gets with AI pair programming in the mix.
Good luck with the launch.
Congrats on the launch @0x_s13i! This is more of a random comment but I love the color scheme and the product's branding. Super important to have that polish for an engineering-focused product.
Bilanc is an engineering management platform that helps companies understand and improve developer productivity. It estimates the effort behind every merged pull request and highlights how modern tools contribute to team output, offering clear insights for better decision-making.
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We’ve been using Bilanc at Origin Financial for the past few months, and it’s been awesome. It gives our engineering leaders super clear visibility without adding extra overhead — which is rare.
The insights are actually useful (not just vanity metrics), and it’s helped us improve productivity across the board. It’s lightweight, easy to adopt, and just works.
Huge congrats to the team — this is a well-deserved launch! 🎉
Top man and top product! After trying to convince my (super small) team to be more "AI-native", I am convinced something like Bilanc would take away a lot of my headache. Good luck on the launch, Sam and team!
As someone who uses Copilot and ChatGPT a lot, I've always wondered how much they actually help.
Hey PH’ers, I’ve recently joined Bilanc and just finished building out the onboarding flow. Looking forward to hearing your thoughts, and I’m here to answer any questions you have!
@llemanh Really interesting take on measuring productivity — especially love how you’re using LLMs to estimate effort instead of just counting PRs. Curious to try this with our team!
Productivity is everything and to have a tool that helps you measure it and also know how your align with others is awesome!
Hey Product Hunt! We’ve spent a lot of time building Bilanc, and we’re really looking forward to getting more engineering teams measuring productivity rather than activity - Can’t wait to hear your feedback!
This is one of the hardest things to do. Makes sense to have AI working on it in the background.
This is so awesome, you are building a great product @0x_s13i
