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.
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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
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
Environment readiNESS
A roadmap for agent performance
See which environment changes will most improve agent performance and token efficiency.
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 for agent performance
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 for agent performance
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 Comparison 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 Comparison 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
Connect signals across code, tickets, incidents, and AI tools to get a complete picture of impact and automate busywork.
developer Intelligence
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.
operational excellence
From metrics to operational excellence
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01.
Deploy a world-class metrics program
Use decision-grade metrics to improve delivery, scale high performance, and run with rigor.
02.
See how work actually flows
03.
Understand performance in context
operational excellence
From metrics to operational excellence
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Deploy a world-class metrics program
Use decision-grade metrics to improve delivery, scale high performance, and run with rigor.
See how work actually flows
Understand every stage of the development lifecycle—from issue created to PR merged. Spot friction and address bottlenecks before they slow delivery.
See how work actually flows
Understand every stage of the development lifecycle—from issue created to PR merged. Spot friction and address bottlenecks before they slow delivery.
Engineering allocation
See where time really goes
AI inference classifies work across code and tickets. See whether effort matches your priorities, and catch drift before it impacts delivery.
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Engineering allocation
See where time really goes
AI inference classifies work across code and tickets. See whether effort matches your priorities, and catch drift before it impacts delivery.
Learn more
DevFinOps
Fully automate R&D cost capitalization
Eliminate manual reporting across teams. No spreadsheets or end-of-quarter scramble.
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DEVELOPER EXPERIENCE SURVEYS
Know where to make platform improvements
Understand developer sentiment and AI readiness to remove friction where it matters most.
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DevFinOps
Fully automate R&D cost capitalization
Eliminate manual reporting across teams. No spreadsheets or end-of-quarter scramble.
Learn more
DEVELOPER EXPERIENCE SURVEYS
Know where to make platform improvements
Understand developer sentiment and AI readiness to remove friction where it matters most.
Learn more
Real impact for real customers
The proof is in the people
Real impact for real customers
The proof is in the people
Ramp
ramp.com
"The Span team is pure magic - ridiculously fast and a delight to work with. This is the team to bet on."
Cerek Hillen
Staff Software Engineer
Vanta
vanta.com
"Span is absolutely invaluable to how we work and uplevel our org."
Iccha Sethi
VP of Engineering
writer
writer.com
"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
Carvana
carvana.com
"Span is vital to making our teams better, stronger, and faster. And the team’s speed inspires us, too."
Dan Gill
Chief Product Officer
Zeta Global
zetaglobal.com
"Span gives us the ground truth behind our AI transformation. We can finally measure where AI is helping us move faster, think smarter, and deliver bolder."
Patrick D'Souza
senior Director of AI enablement
classpass
classpass.com
"With Span’s AI impact report, we finally have a way to move beyond gut instinct and rely on real evidence. It’s helping us see what truly drives results, and how we can keep leveling up as an organization."
Henrique Boregio
Director of Engineering
The Helper Bees
thehelperbees.com
"Span is quickly becoming the gold standard on measuring AI transformation. If you're using Span, you're doing something right."
Chad Bayer
VP of Technology
Fin
fin.ai
“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.”
Michael Sands
Sr. Director, Product and Program Operations
Ramp
ramp.com
"The Span team is pure magic - ridiculously fast and a delight to work with. This is the team to bet on."
Cerek Hillen
Staff Software Engineer
Vanta
vanta.com
"Span is absolutely invaluable to how we work and uplevel our org."
Iccha Sethi
VP of Engineering
writer
writer.com
"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
Carvana
carvana.com
"Span is vital to making our teams better, stronger, and faster. And the team’s speed inspires us, too."
Dan Gill
Chief Product Officer
Zeta Global
zetaglobal.com
"Span gives us the ground truth behind our AI transformation. We can finally measure where AI is helping us move faster, think smarter, and deliver bolder."
Patrick D'Souza
senior Director of AI enablement
classpass
classpass.com
"With Span’s AI impact report, we finally have a way to move beyond gut instinct and rely on real evidence. It’s helping us see what truly drives results, and how we can keep leveling up as an organization."
Henrique Boregio
Director of Engineering
The Helper Bees
thehelperbees.com
"Span is quickly becoming the gold standard on measuring AI transformation. If you're using Span, you're doing something right."
Chad Bayer
VP of Technology
Fin
fin.ai
“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.”
Michael Sands
Sr. Director, Product and Program Operations
Security at scale
Enterprise-ready security
Enterprise-ready security
SOC 2 compliant
Benchmark your
developer experience
SOC 2 Type II certified with audited controls across access, infrastructure, and data protection.
GDPR compliant
Benchmark your
developer experience
Clear data retention, deletion, and classification policies with customer control over personal data lifecycle.
Audit logs
Full audit trails across access, system activity, and changes—supporting investigation and compliance.
Secure AI
LLMs run with zero data retention. No prompts or outputs are stored, reviewed, or used for training.
Fine-grained RBAC
Least-privilege access enforced with scoped roles, approvals, and continuous access reviews.
SSO & SCIM
Secure authentication via SSO and automated provisioning with SCIM across your identity provider.
Everything you need to unlock engineering excellence
Everything you need to unlock engineering excellence