www.kolena.io
Open in
urlscan Pro
34.253.101.190
Public Scan
Submitted URL: http://kolena.io/
Effective URL: https://www.kolena.io/
Submission: On December 17 via api from US — Scanned from DE
Effective URL: https://www.kolena.io/
Submission: On December 17 via api from US — Scanned from DE
Form analysis 0 forms found in the DOM
Text Content
KOLENA HAS BEEN SELECTED AS A SEMI-FINALIST IN THE SNOWFLAKE STARTUP CHALLENGE! Read more about the challenge and announcement here! ProductAboutCareersBlogDocsSign inSchedule a Demo RIGOROUS TESTING BUILDS A CULTURE OF ML MODEL QUALITY Use Kolena's testing platform to surface hidden behaviors and failure modes, iterate faster, automate testing workflows, and ship models with confidence. Schedule a Demo THE PROBLEM ML EVALUATION TECHNIQUES ARE FALLING SHORT. Aggregate metrics don't tell the full story — unexpected model behavior in production is the norm. Current testing processes are manual, error-prone, and unrepeatable. Models are evaluated on arbitrary statistical metrics that align imperfectly with product objectives. Tracking model improvement over time as the data evolves is difficult and techniques sufficient in a research environment don't meet the demands of production. There is a better way. Our Solution SHIP HIGH-QUALITY MODELS FASTER WITH A COMPLETE, END-TO-END ML TESTING AND DEBUGGING PLATFORM. EXPLORE HIGH-RESOLUTION TEST RESULTS. * Test against your specific product objectives. * Deploy the right models and the right thresholds for the task. CREATE AND CURATE LASER-FOCUSED TESTS. * Use our Test Case Studio™ to slice through your data and assemble test cases in minutes. * Cultivate quality tests by removing noise and improving annotations without disruption. AUTOMATICALLY SURFACE FAILURE MODES AND REGRESSIONS. * Capture regressions and pinpoint exact issues to address. * Extract commonalities among failures to learn model weaknesses. INTEGRATE SEAMLESSLY INTO YOUR WORKFLOWS. * Hook into existing data pipelines and CI systems with the kolena-client Python client. * Keep your data and models in your control at all times. WHY KOLENA? WE HELP YOU MEET EVERYONE'S NEEDS, SIMULTANEOUSLY. Surface hidden behaviors and failure modes, iterate faster, and automate testing workflows to ship models with confidence. ML ENGINEERS * Collaboratively test & validate models * Identify model failure modes * Track improvements & regressions SALES & CUSTOMERS * Communicate model performance intuitively * Answer behavioral questions in seconds * Ensure models are bias-free PRODUCT * Rigorously specify desired model behaviors * Explore detailed results & debug models without writing code * Increase visibility into underlying data LEADERSHIP * High resolution visibility on product capability * Develop trust in your ML products * Model governance & regulatory reports ML ENGINEERS * Collaboratively test & validate models * Identify model failure modes * Track improvements & regressions PRODUCT * Rigorously specify desired model behaviors * Explore detailed results & debug models without writing code * Increase visibility into underlying data SALES & CUSTOMERS * Communicate model performance intuitively * Answer behavioral questions in seconds * Ensure models are bias-free LEADERSHIP * High resolution visibility on product capability * Develop trust in your ML products * Model governance & regulatory reports STRESS TEST YOUR ML MODELS AND SHIP WITH CONFIDENCE. Schedule a Demo WHY KOLENA? OUR RIGOROUS AND SYSTEMATIC SOLUTION MAKES TESTING AND COMPARING MODELS EFFICIENT, REPEATABLE, AND INEXPENSIVE. Faster go to market 50% Save up to 50% of experimentation time Model debugging FASTER Discover failure root cause in minutes not weeks Model robustness 30% Up to 30% gains on model performance Model operations INSTANT Instantly answer questions around model behavior Testing & deployment AUTOMATE Automate testing and deployment workflows WHO WE ARE WE’VE BEEN IN YOUR SHOES. Founded by computer vision engineers and executives, our team at Kolena has first-hand experience with the challenges you're facing. And we know there's a better way. We’ve built AI products and infrastructure at companies like Amazon, Rakuten, and Palantir—and we’re passionate about putting the same powerful solutions in your hands. Mohamed Elgendy Co-Founder & CEO Andrew Shi Co-Founder & CTO Gordon Hart Head of Product Yoohee Choi Deep Learning Engineer Dylan Grandmont Staff Frontend Developer Liu-yuan Lai Staff Software Engineer Alexander Wong Senior Software Engineer Phoebe Van Buren Operations & Growth Billy Dreyer Business Development Representative Sam Sabo Business Development Manager Nitesh Sandal Senior Software Engineer Jared Jewitt Senior Frontend Developer Pam Ennis Senior Business Development Representative Joey Lee Staff Software Developer Yifan Wu Software Developer READY TO DRASTICALLY IMPROVE YOUR ML TESTING? Schedule a Demo * Terms & Conditions * Privacy Policy * Security * Blog * © 2022 Kolena. All rights reserved Book a meeting Book a Meeting We're offline Our agents are away, but send us a message and we'll get back to you. Chat now Book a meeting Select an agent They will reply when they are back online. Sam Sabo Partnerships Pam Ennis Kolena Enthusiast BD Billy Dreyer ME Mohamed Elgendy You K Kolena K Connecting to Kolena This might take a few moments. Cancel K Kolena Your conversations Book a meeting Powered byServiceBell ? Test font, please ignore! Test font, please ignore! Test font, please ignore! PV PV PV PV BD BD BD BD ME ME ME ME