Introducing Span's AI Effectiveness suite, powered by agent traces

Introducing Span's AI Effectiveness suite,
powered by agent traces

Turn AI power into engineering traction

Turn AI power into
engineering traction

Turn AI power
into engineering traction

Don't spin your wheels with AI. Get prompt-to-prod visibility to raise effectiveness and drive real progress.

Don't spin your wheels with AI. Get prompt-to-prod visibility
to raise effectiveness and drive real progress.

Don't spin your wheels with AI. Get prompt-to-prod visibility to raise effectiveness and drive real progress.

Don't spin your wheels with AI. Get prompt-to-prod visibility
to raise effectiveness and drive real progress.

PARTNERING WITH MANY OF THE BEST ENGINEERING ORGS

PARTNERING WITH MANY OF THE BEST ENGINEERING ORGS

AI effectiveness

Lead AI transformation with evidence

Span analyzes agent traces and ties them to PRs and outcomes so engineering leaders can prove and improve AI impact.

Span analyzes agent traces and ties them to PRs and outcomes so engineering leaders can prove and improve AI impact.

AGENT TRACE ANALYSIS

Observability for agentic development

Agent traces are the new work artifact in the AI era. Connect AI-assisted work to shipped code, and drill into the session when investigation is needed.

AGENT TRACE ANALYSIS

Observability for agentic development

Agent traces are the new work artifact in the AI era. Trace AI-assisted work to shipped code, then drill into the session when investigation is needed.

Raise AI Effectiveness

EFFECTIVENESS SCORECARD

Measure effectiveness through agent evals
Measure effectiveness over time

Track org-level scores across signals like sentiment, prompt quality, and agent satisfaction, and see patterns by team or topic over time.

Raise AI Effectiveness

SPOTLIGHTS

Recommendations developers can act on
Spread best practices automatically

Surface personalized guidance from real traces to help your teams improve prompting, workflows, and the way they work with AI.

RAISE AI EFFECTIVENESS

Continuously improve your AI impact

01.

Measure effectiveness over time

Track org-level scores across signals like sentiment, prompt quality, and agent satisfaction, and see patterns by team or topic over time.

02.

Spread best practices automatically

03.

A roadmap to stronger agent readiness

coming soon

RAISE AI EFFECTIVENESS

Continuously improve your AI impact

01.

Measure effectiveness over time

Track org-level scores across signals like sentiment, prompt quality, and agent satisfaction, and see patterns by team or topic over time.

02.

Spread best practices automatically

03.

A roadmap to stronger agent readiness

coming soon

AI Spend Report

Compare AI spend to results

Track AI usage and cost by team, individual, tool, and model. 


See patterns and where spend drives outcomes.

Track AI usage and cost by team, individual, tool, and model. See patterns and where spend drives outcomes.

AI impact report

Understand the real impact of AI

Attribute AI-generated code with line-level precision. Spot emerging issues in code review, rework, and quality before they spread downstream.

AI Spend Report

Compare AI spend to results

Track AI usage and cost by team, individual, tool, and model. 


See patterns and where spend drives outcomes.

AI impact report

Understand the real impact of AI

Attribute AI-generated code with line-level precision. Spot emerging issues in code review, rework, and quality before they spread downstream.

Developer Intelligence

Make big engineering
teams feel small

Make big engineering
teams feel small

Connect signals across code, tickets, incidents, and AI tools to get a complete picture of impact and automate busywork.

Connect signals across code, tickets, incidents, and AI tools to get a complete picture of impact and automate busywork.

Connect signals across code, tickets, incidents, and AI tools to get a complete picture of impact and automate busywork.

Connect signals across code, tickets, incidents, and AI tools to get a complete picture of impact and automate busywork.

See where time really goes

See where time really goes

See where time really goes

AI inference uncovers official and unofficial workstreams, so you can spot drift early and steer investment toward the highest priorities.

Learn more

AI inference uncovers official and unofficial workstreams, so you can spot drift early and steer investment toward the highest priorities.

Learn more

Categorize effort with less process

Categorize effort with less process

Categorize effort
with less process

Track investment in the categories that matter. Set the rules and AI fills gaps for an accurate, unified view. No tagging or manual updates.

Track investment in the categories that matter. Set the rules and Span's AI fills gaps for an accurate, unified view. No tagging or manual updates.

Measure the cost of KTLO

Measure the cost of KTLO

Quantify how much time goes to maintenance and keeping the lights on. Reclaim capacity to reinvest in innovation.

HOLISTIC ENGINEERING METRICS

Proactively uplevel your operational maturity

Proactively uplevel your operational maturity

Proactively uplevel your
operational maturity

Everything you need to make smarter decisions and accelerate operational maturity – without coordination fatigue.

Everything you need to make smarter decisions and accelerate operational maturity – without coordination fatigue.

Everything you need to make smarter decisions and accelerate operational maturity – without coordination fatigue.

Everything you need to make smarter decisions and accelerate
operational maturity – without coordination fatigue.

Everything you need to make smarter decisions and accelerate
operational maturity – without coordination fatigue.

Deploy a world-class metrics program

Deploy a world-class 
metrics program

Get a complete view of developer productivity out of the box: velocity, PR cycle time, DORA, sprint predictability, and more.

Learn more

Get a complete view of developer productivity out of the box: velocity, PR cycle time, DORA, sprint predictability, and more.

Learn more

Maximize maker time

Maximize maker time

Get visibility into meeting load and fragmented time.


Reduce context switching and maximize flow.

Get visibility into meeting load and fragmented time.

Reduce context switching and maximize flow.

Drive culture of self-improvement

Drive culture of self-improvement

Set and track targets for what matters, from review times to coding conventions. Empower self-improvement via clear goals and norms.

Win back time for the work that matters 

Win back time for the work that matters 

Automate manual tasks so your team spends less time 
on busywork and more time on the real work

Automate manual tasks so your team spends less time on busywork and more time on the real work

Automate manual tasks so your team spends less time 
on busywork and more time on the real work

Fully automate cost capitalization
Fully automate
cost capitalization

Automatically attribute R&D effort for finance and audit compliance and save countless hours of manual reporting and reconciliation. Learn more

Speed up reviews and updates

Jumpstart reviews and avoid recency bias with brag sheets. Easily prepare for 1:1s and team meetings with configurable digests.

Stay ahead with real-time signals
Stay ahead with
real-time signals

Span automatically surfaces trends and summarizes activity, helping you focus attention where it matters.

DEVELOPER EXPERIENCE SURVEYS

Know where to focus platform improvements

Know where to focus platform improvements

Combine survey insights with metrics for the full story.
Understand team sentiment to drive targeted investments.

Learn more

Combine survey insights with metrics for the full story. Understand team sentiment to drive targeted investments.

Combine survey insights with metrics for the full story. Understand team sentiment to drive targeted investments.

Combine survey insights with metrics for the full story.
Understand team sentiment to drive targeted investments.

Benchmark your developer experience
Benchmark your
developer experience

Measure sentiment using DX surveys backed by research. Benchmark against peers to reveal strengths and gaps.

Example of Pulse survey describing teammates satisfaction with cursor
Run pulse surveys in the flow of work
Run pulse surveys in
the flow of work

Capture real-time feedback after key moments, so you can spot

headwinds and act quickly.

Enterprise-ready security

Enterprise-ready
security

SOC 2 compliant

GDPR compliant

Audit logs

Audit logs

Secure AI

Fine-grained RBAC

SSO & SCIM

TESTIMONIALS

The proof is in the people

The proof is in the people

  • With Span’s AI impact report, we finally have a way to move beyond gut instinct and rely on real evidence.

    Henrique Boregio

    Director of Engineering

  • Span is vital to making our teams better, stronger, and faster. And the team’s speed inspires us, too.

    Dan Gill

    Chief Product Officer

  • Span gives us a level of visibility we’ve never had before. It shows exactly what our teams are working on and how that effort ladders up to our biggest priorities, so we can focus talent where it matters most.

    Oran O'Dowd

    VP of Engineering

  • Span gives us a clear view of our engineering time and budget. We now have real data showing how our teams and processes are performing, and we use those insights to ship better products.

    Scott Woody

    CEO and Founder

  • Span is absolutely invaluable to how we work and uplevel our org.

    Iccha Sethi

    VP of Engineering

  • Span gives us the clarity and alignment we need to operate at clock speed. It’s become a core part of how we run and grow our engineering team.

    Waseem Alshikh

    Co-Founder and CTO

  • Span gives us omniscience into how our teams work. It’s one of the few tools I recommend without hesitation, and it saves us over 150 hours every quarter.

    Michael Sands

    Sr. Director, Product and Program Operations

  • Span’s Investment Mix is the best on the market. It now powers our executive updates and board discussions, replacing what used to be a time-consuming manual process.

    Chad Bayer

    VP of Technology

  • Span is vital to making our teams better, stronger, and faster. And the team’s speed inspires us, too.

    Dan Gill

    Chief Product Officer

  • Span gives us a level of visibility we’ve never had before. It shows exactly what our teams are working on and how that effort ladders up to our biggest priorities, so we can focus talent where it matters most.

    Oran O'Dowd

    VP of Engineering

  • Span gives us the clarity and alignment we need to operate at clock speed. It’s become a core part of how we run and grow our engineering team.

    Waseem Alshikh

    Co-Founder and CTO

  • Span is absolutely invaluable to how we work and uplevel our org.

    Iccha Sethi

    VP of Engineering

  • With Span’s AI impact report, we finally have a way to move beyond gut instinct and rely on real evidence.

    Henrique Boregio

    Director of Engineering

  • Span’s Investment Mix is the best on the market. It now powers our executive updates and board discussions, replacing what used to be a time-consuming manual process.

    Chad Bayer

    VP of Technology

  • Span gives us a clear view of our engineering time and budget. We now have real data showing how our teams and processes are performing, and we use those insights to ship better products.

    Scott Woody

    CEO and Founder

  • Span gives us omniscience into how our teams work. It’s one of the few tools I recommend without hesitation, and it saves us over 150 hours every quarter.

    Michael Sands

    Sr. Director, Product and Program Operations

  • Span is vital to making our teams better, stronger, and faster. And the team’s speed inspires us, too.

    Dan Gill

    Chief Product Officer

  • Span gives us a level of visibility we’ve never had before. It shows exactly what our teams are working on and how that effort ladders up to our biggest priorities, so we can focus talent where it matters most.

    Oran O'Dowd

    VP of Engineering

  • Span gives us the clarity and alignment we need to operate at clock speed. It’s become a core part of how we run and grow our engineering team.

    Waseem Alshikh

    Co-Founder and CTO

  • Span is absolutely invaluable to how we work and uplevel our org.

    Iccha Sethi

    VP of Engineering

  • With Span’s AI impact report, we finally have a way to move beyond gut instinct and rely on real evidence.

    Henrique Boregio

    Director of Engineering

  • Span’s Investment Mix is the best on the market. It now powers our executive updates and board discussions, replacing what used to be a time-consuming manual process.

    Chad Bayer

    VP of Technology

  • Span gives us a clear view of our engineering time and budget. We now have real data showing how our teams and processes are performing, and we use those insights to ship better products.

    Scott Woody

    CEO and Founder

  • Span gives us omniscience into how our teams work. It’s one of the few tools I recommend without hesitation, and it saves us over 150 hours every quarter.

    Michael Sands

    Sr. Director, Product and Program Operations

  • Span is vital to making our teams better, stronger, and faster. And the team’s speed inspires us, too.

    Dan Gill

    Chief Product Officer

  • Span gives us a level of visibility we’ve never had before. It shows exactly what our teams are working on and how that effort ladders up to our biggest priorities, so we can focus talent where it matters most.

    Oran O'Dowd

    VP of Engineering

  • Span gives us the clarity and alignment we need to operate at clock speed. It’s become a core part of how we run and grow our engineering team.

    Waseem Alshikh

    Co-Founder and CTO

  • Span is absolutely invaluable to how we work and uplevel our org.

    Iccha Sethi

    VP of Engineering

  • With Span’s AI impact report, we finally have a way to move beyond gut instinct and rely on real evidence.

    Henrique Boregio

    Director of Engineering

  • Span’s Investment Mix is the best on the market. It now powers our executive updates and board discussions, replacing what used to be a time-consuming manual process.

    Chad Bayer

    VP of Technology

  • Span gives us a clear view of our engineering time and budget. We now have real data showing how our teams and processes are performing, and we use those insights to ship better products.

    Scott Woody

    CEO and Founder

  • Span gives us omniscience into how our teams work. It’s one of the few tools I recommend without hesitation, and it saves us over 150 hours every quarter.

    Michael Sands

    Sr. Director, Product and Program Operations

The future of developer intelligence is here

The future of developer intelligence is here

The future of developer intelligence is here

The future of developer intelligence is here

Don’t settle for first-gen tools that are rigid and high-maintenance.

Span is uniquely crafted to give you visibility without process overhead.

Don’t settle for first-gen tools that are rigid and high-maintenance.

Span is uniquely crafted to give you visibility without process overhead.

Don’t settle for first-gen tools that are rigid and high-maintenance.

Span is uniquely crafted to give you visibility without process overhead.

Holistic context, not just numbers
Holistic context, not
just numbers

Span takes a multi-dimensional approach, unifying metrics, surveys, and behavioral context so you get the full story of productivity and health.

Works without perfect hygiene
Works without
perfect hygiene

Built for messy environments. LLMs reason over unstructured data and fill gaps, giving you an accurate view without perfect hygiene.

Traceable to the code level
Traceable to the
code level

Span connects directly to your codebase and repos, giving you insights that you can audit, verify, and trust at the source.

Flexibility to

deploy your way
Flexibility to deploy your way

Granular permissions and built-in controls let you tailor what leaders, managers, and ICs see. Deploy in a way that fits your culture and needs.

Everything you need to unlock engineering excellence

Everything you need to unlock engineering excellence