EvenUp

What does it look like when a PI firm goes from firefighting to 400% revenue growth in a year? @ELG Injury Lawyers has been building with @EvenUp since 2021, and their story is one of our favorites. Read it here!

TORONTO TORONTO TORONTO! Why I love this city so much is because THEY SHOW UP, AND THEY SHOW LOVE! Back in late March, Saam Mashhad threw out an idea of running our first-ever hackathon here at EvenUp . To be honest, I had never thrown one and had no clue what to expect. But what I did know is two things: the team here just makes things happen, and Toronto is filled with engineers who want to show up and show out. And show out they did. We had over 400 people reach out about the hackathon, and we ended up inviting 42 members to solve real-life challenges within the legal tech space. We were super impressed with what teams of complete strangers were able to build in just 8 hours. It was truly something to marvel at. There are many more to come here at EvenUp . We are just getting started.

Let's Get Ready to Rumble!!!!!! 🥊 What a week at the Texas Lawyer Rumble! 🥂 Between hosting our happy hour and teaching firms about the latest AI breakthroughs for Personal Injury, the EvenUp team had a blast. It’s inspiring to see so many firms ready to embrace the future of legal tech to drive better results for their clients. Shoutout to everyone who came through! Hope you enjoyed the EvenUp swag and let’s keep the conversation going! If you missed us at the event and want to chat about AI for PI, my DMs are open. S/O to my amazing colleagues: Aaron Michalowski , Ben Zats , Ashley Owens - Networking Concierge®️ , Ali Abdulghani #TexasLawyerRumble #EvenUp #AIforPI #LegalTech #PersonalInjury

Toronto engineers and ML/GenAI builders: if you want to ship GenAI that’s reshaping legal at a company in hypergrowth, come hang with us at Raise the Bar: Engineering the Future at EvenUp (Thu, Feb 19 · 6–8pm · 37 Front St E). Food + drinks on us, and several EvenUp leaders will be in town. Spots are limited. RSVP: https://luma.com/1f4bkesk #Engineering #MachineLearning #GenAI

Deploying customer-facing AI agents that actually work in the wild is still one of the hardest open problems in our field. That’s why I’m thrilled to share that Dr. Zhou (Jo) Yu — CS Professor at Columbia University and Co-founder of Arklex.ai — will be joining us for the next EvenUp Distinguished Speaker Series to talk about: “Deploying Customer-Facing AI Agents That Actually Work” 📅 Thursday, December 11 ⏰ 12:00 PM – 1:00 PM PST 📍 Virtual (Zoom) Most companies are stuck in the AI “pilot loop”: endless POCs, flashy demos, and agents that never quite reach human-level performance. Dr. Yu has actually broken that loop. Her work spans award-winning dialogue systems (including the Amazon Alexa Prize), best-paper-winning research at top NLP venues, and real-world AI products through Arklex.ai. This talk is for you if you’re: - Building or owning customer experience in retail, fintech, or services Leading GenAI / ML teams and tired of “demo-ware” - An engineer or researcher working on LLM agents, dialogue systems, or automation 🔗 Registration: The event is free but registration is required. Please register via the link in the comments / description to receive the Zoom details. Hope to see you there.

The EvenUp Distinguished Speaker Series is back with an unmissable event! If you’re passionate about fine-tuning large language models (LLMs), optimizing model behavior, or improving data quality, this is the talk you can’t miss. 🔥 We’re thrilled to host Dr. Andrew Ilyas from Carnegie Mellon University to dive deep into the cutting-edge work on predicting and optimizing the behavior of ML models. 🗓 Date: Thursday, Oct 30 ⏰ Time: 11:00 AM–12:00 PM PDT 📍 Location: Zoom (link in the comments) Why Attend? 🧐 * Data Counterfactuals: Learn how modifying training data changes model behavior, and how this can be used to your advantage. * Outcome-Driven Design: Discover how to craft datasets to get the exact behavior you want from your models. * State-of-the-Art Tools: Explore data selection, attribution, and cutting-edge poisoning detection methods. If you’re serious about LLM quality, fine-tuning strategies, or MLOps, this is a MUST-ATTEND session. 🔁 Spread the word: Share this with your team, colleagues, and anyone else in the GenAI field! 📝 Don’t wait — REGISTER NOW (link in the first comment). Let’s optimize together! 👇 #GenAI #MachineLearning #FineTuning #LLMs #DataQuality #MLOps #AIResearch #CMU #EvenUp

GenAI companies, EvenUp included, often win or lose on fine-tuning LLMs. That’s exactly why our EvenUp Distinguished Speaker Series is bringing in one of the best minds in the field. Speaker: Dr. Andrew Ilyas (Carnegie Mellon University) Talk: Predicting and Optimizing the Behavior of ML Models 📅 Thursday, Oct 30 | ⏰ 11:00 AM–12:00 PM PDT | 📍 Zoom Why this matters (and why you should come): • Counterfactuals for data — quantify how changing training data shifts model behavior • Design for outcomes — craft datasets to elicit the behaviors you actually want • State-of-the-art tools — selection, attribution, and even poisoning detection/robustness If you care about LLM quality, fine-tuning strategy, data flywheels, or MLOps impact, this is a must-attend. 🔁 Please share with your team and network. 📝 Registration link in the first comment. #GenAI #MachineLearning #FineTuning #LLMs #DataQuality #MLOps #AIResearch #CMU #EvenUp

Reminder: Thursday, Oct 16 EvenUp is kicking off our Distinguished Speaker Series — a new public program bringing leading thinkers, researchers, and innovators directly to you. Join us live on Zoom! 🎙️ Inaugural Speaker: Prof. Jimeng Sun (UIUC) — one of the world’s foremost researchers in Healthcare AI 🧠 Topic: Clinical Predictive Modeling & Patient Journey Prediction 📅 Date: Thursday, Oct 16 🕚 Time: 11:00 AM – 12:00 PM PDT 🔗 Register: https://luma.com/vi4r4u67 Why you should attend: With the rise of Generative AI, breakthroughs like patient journey prediction are moving from research to real-world impact. These advances promise to transform: - Legal tech — stronger evidence and fairer case outcomes - Patient outcomes — earlier, more accurate insights - Healthcare delivery — smarter, data-driven decisions Don’t miss this chance to hear from a world-class expert and explore how GenAI is reshaping both healthcare and law. #AI #HealthcareAI #GenerativeAI #LegalTech #EvenUp #SpeakerSeries

Across industries — from law and healthcare to insurance and finance — the lifeblood of business remains trapped in documents: PDFs, scans, charts, handwritten notes, and screenshots. In personal injury law, a single case can span thousands of pages of police reports, medical records, bills, and adjuster notes. EvenUp’s AI reads and reasons across these documents to extract facts, timelines, and evidence at scale. By transforming unstructured information into structured data, we lay the groundwork for the insights, automation, and actions that will define the next era of legal operations. Discover how we’re advancing document intelligence in our latest blog: 👉 https://lnkd.in/gGXhqmAJ