Get the full picture on your AI adoption and impact.

We'll show you exactly how AI is impacting your speed and code quality.

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Lucy · Hivel AI Assistant

Your answers are buried in your data. Just ask.

Ask any question about your engineering data in plain English. Lucy returns a chart or table, scoped to the team, author, or repo you care about, in seconds.

Your engineering data, one question away.

See multiple metrics move together, without switching screens

Ask Lucy to show cycle time, review time, and merge time for any team over any period. All three lines appear in one chart, in seconds. The cross-metric view dashboards can't deliver.

Surface which repos and teams need attention before looking

Ask which repositories have the highest unreviewed PRs, or which teams logged the most hotfixes this quarter. Lucy returns a ranked table, scoped and sorted, ready to act on.

See who's leading on any metric, instantly

Ask who the top contributors by merged PRs are this month, or which authors logged the most commits last quarter. Lucy returns a ranked list scoped by @ mention.

Get the data before the meeting starts

Five minutes before a standup, leadership review, or 1:1, Lucy is the fastest path from question to answer. Type, scope with @ mention, and the chart is ready before you open a second tab.

Four tabs. Every angle on engineering effort.

@ mention scoping

Type @ to scope any question to a specific team, author, or repo. Lucy narrows the answer without filter panels or dropdowns.

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Chart and table toggle

Every response comes as a chart or table. Switch views, expand to full screen, sort, search, and export as CSV.

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Conversation history

Every chat is saved and searchable. Pick up where you left off, revisit last week's check, or share before a review.

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Sources transparency

Every response shows the exact time range, teams, authors, repos, and metrics used. Know the data behind the answer before acting.

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Hivel × Freshworks Case Study Card
Freshworks NASDAQ: FRSH

How Freshworks measured AI impact across 1,500 engineers — in real time

The Challenge

No standard way to measure AI adoption across 1,500 engineers
Couldn't tell which AI tools were helping vs just running
Surveys were the only answer — slow, expensive, inaccurate
1,500+ Engineers · AI ROI Measurement · NASDAQ: FRSH
40% Increase in engineering throughput
50% Reduction in rework and maintenance
25% More features released in key business units
10% Improvement in time-to-market

Frequently asked questions

What kinds of questions can Lucy answer?

Three kinds well: trends across multiple metrics for a team or author over a time period, bottleneck identification across repos or teams, and contributor rankings by activity or output. Scope any question to a team, author, or repo using @ mentions.

Do I need to know any special syntax?

No. Type plain English: "show cycle time trend for the backend team last quarter" or "which repos have the highest hotfix rate this month." The @ mention system scopes to specific teams, authors, or repos with no formatting.

How is Lucy different from Cockpit dashboards?

Cockpit is built for deep drilldowns, custom filters, and detailed investigation. Lucy is built for the moments when you have a specific question and need the answer in seconds, especially when it spans multiple metrics. The two complement each other.

Trusted by 1000+ Engineering Teams

Vaibhav Bansal
V.P. Engineering
"Hivel has been phenomenal in helping us present our progress to leadership. Its insights into leading indicators have empowered our team leads to enhance review efficiency and ship features faster. Now, we are able to show the impact of our process changes, clearly identify areas of opportunity, and bring in a data-driven culture without spending time pulling manual reports."
Murali Swaminathan
Chief Technology Officer
"We were looking for a unique solution to understand engineering productivity and efficiency, with a single tool that could give leaders complete visibility. We evaluated other comparable tools, but none were comprehensive enough. When we came across Hivel, it checked all the boxes for measuring developer productivity across both AI and non-AI workflows."
Derek Mackie
Director of Engineering
"Using Hivel shone a light on the non-standard aspects of our work, emphasizing the need for crucial adjustments. The insights from Hivel helped us recognize areas for improvement, particularly in managing cycle times and streamlining development workflows. This guidance has been instrumental in our efforts to enhance operational efficiency and productivity."
Leonardo Pinheiro Ferrari
Chief Technology Officer
"Thanks to Hivel, we've seen a staggering 157% improvement in our deployment frequency. By identifying and addressing inefficiencies, and adopting best practices, we've significantly accelerated our progress. Hivel has been instrumental in our journey to operational excellence."
Chris Callander
Senior Engineering Manager
"Hivel has been instrumental in identifying areas for enhancement and guiding our strategic improvements. It has significantly contributed to our journey toward greater operational efficiency. The Activity and Dev360 features in Hivel have been particularly valuable for providing feedback to engineers during 1-1's, enhancing our communication and development practices."
Shiro Theuri
Chief Technology Officer
"Before Hivel, understanding our engineering team's dynamics was a game of guesswork. Now, with Hivel's clear dashboards and insights, our leaders have the clarity and time-saving tools they need to excel. It's been transformative in streamlining our operations."
Koti Reddy
Chief Technology Officer
"Incorporating Hivel into our daily operations has been a game-changer. It's not just a tool; it's a part of our strategic decision-making process, trusted by our leaders at every level. The impact on our engineering efficiency is undeniable and deeply valued."
Manoj Awasthi
Chief Technology Officer
"It has been great to partner with Hivel to get access to insights that help leaders at all levels gain visibility into bottlenecks and challenges that the teams face, build actionable plan to resolve them and track the progress over time. And thanks for the fantastic support!"
Ameen M
Engineering Manager
"Hivel has made a huge difference to how I manage my teams. Before every one-on-one or appraisal, I rely on it to dive into developer metrics and drive truly meaningful conversations. It helps me spot rework patterns, reward high performers, and benchmark our teams even against our US counterparts. The dashboards are intuitive, insightful, and honestly far more actionable than anything we get from Jira."
Paras Sood
Associate Director
"Hivel's insights have been pivotal in refining our engineering processes, elevating both efficiency and the developer experience. We're now making smarter decisions, faster, thanks to Hivel."
Vaibhav Bansal
V.P. Engineering
"Hivel has been phenomenal in helping us present our progress to leadership. Its insights into leading indicators have empowered our team leads to enhance review efficiency and ship features faster. Now, we are able to show the impact of our process changes, clearly identify areas of opportunity, and bring in a data-driven culture without spending time pulling manual reports."
Murali Swaminathan
Chief Technology Officer
“We were looking for a unique solution to understand engineering productivity and efficiency, with a single tool that could give leaders complete visibility. We evaluated other comparable tools, but none were comprehensive enough. When we came across Hivel, it checked all the boxes for measuring developer productivity across both AI and non-AI workflows.”
Vaibhav Bansal
V.P. Engineering
"Hivel has been phenomenal in helping us present our progress to leadership. Its insights into leading indicators have empowered our team leads to enhance review efficiency and ship features faster. Now, we are able to show the impact of our process changes, clearly identify areas of opportunity, and bring in a data-driven culture without spending time pulling manual reports."
Derek Mackie
Director of Engineering
"Using Hivel shone a light on the non-standard aspects of our work, emphasizing the need for crucial adjustments. The insights from Hivel helped us recognize areas for improvement, particularly in managing cycle times and streamlining development workflows. This guidance has been instrumental in our efforts to enhance operational efficiency and productivity."
Leonardo Pinheiro Ferrari
Chief Technology Officer
"Thanks to Hivel, we've seen a staggering 157% improvement in our deployment frequency. By identifying and addressing inefficiencies, and adopting best practices, we've significantly accelerated our progress. Hivel has been instrumental in our journey to operational excellence."

"The only tool our entire leadership team actually trusts"

- CTO, Enterprise
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