Less AI hype, more AI impact

It’s not the AI tooling you buy but the actions you take that have the biggest impact (more in our research). Multitudes helps you maximize the value you get from AI.

Time series chart showing the Weekly AI demo had the most impact on AI adoption.

Get more from your AI tooling

Our AI impact research showed that how you support your people to use AI matters more than the AI tooling you buy. With the right culture and metrics, engineering leaders are achieving productivity gains, minimizing AI slop, and motivating their whole team to use AI tooling.
Chart showing Team Berry has the highest adoption but Team Apple has more super-users

See AI adoption in your org

See where your rollout is working – and not – across teams, seniority level, geographies, and more. Foster more super-users by identifying your existing ones and seeing what they’re doing differently.

Insights showing Change Failure rate is staying stable, but PR size has increased 4%.

Get the full picture of AI impact

Our research shows that teams using AI merge more PRs – but they don’t always move faster, and quality could be deteriorating. That’s why you need holistic metrics to see the full impact of AI.

Feedback Quality chart shows High AI adopters are getting more minimal reviews on their PRs.

Get leading indicators of AI slop

Catch AI slop before your first AI incident. See leading indicators for AI quality issues – looking at slop in code changes and if your human code reviewers are set up to be able to catch issues caused by AI.

PR size chart comparing pre-post intervention for high and low AI adopters.

Metrics you can trust

Comparing metrics for low and high AI adopters is tempting because it’s easy – but we can’t attribute the difference to AI, because there’s selection bias in who uses AI more. We control for this bias – so you can get a truer view of the impact of AI.

Chart showing the Weekly AI demo has the most impact on adoption.

Track the impact of your 
AI enablement initiatives

Rolled out a new AI playbook? Launched an AI champions group? Measure the impact of each AI intervention, whether it’s a new tool or new process  – and see the impact on adoption, productivity, quality, and wellbeing. Then, double down on what works.

Curious? It takes 15 minutes to onboard for a free trial. Get in touch to try it out!
Get a demo

Data to cut through the hype: 
Our AI impact research

Existing research on how AI impacts developer productivity was inconclusive – with results ranging from 55.8% faster to 19% slower – so we ran our own.

Our research findings show what matters for increasing adoption, how AI impacts not only productivity but also hours worked, and what the best teams do differently to protect codebase quality while rolling out AI. For more, check out our whitepaper.
Get the whitepaper

Get more from your AI tooling – try our AI impact feature!