Blog & Press
Stay up to date with the latest news, insights, and updates from Coheso.
Five Milestones That Shaped Legal AI
Insights from the Pittsburgh Legal AI Summit: Keynote on the evolution of legal AI, from rule-based systems to today’s LLM-powered hybrids, and why it matters for legal teams.
Building for AI, Part 3: Intention-Based API Design
Traditional APIs are built around CRUD operations. Agent APIs need to match human intentions. Here's why that distinction matters, and how it flips conventional wisdom about deterministic systems.
Building for AI, Part 2: How LLMs Actually Work
To build effectively for AI agents, you need to understand what's happening under the hood. LLMs are fundamentally 'fill in the blank' systems, and that has profound implications for product design.
Building for AI, Part 1: The Paradigm Shift
Software design is entering a new era. We're no longer building just for humans. We're building for AI agents too. Here's what that means for product teams.
Coheso CEO Ned Gannon Featured on Legal Innovation Spotlight Podcast
Coheso CEO Ned Gannon recently joined Ted Theodoropoulos, CEO of Infodash, on the Legal Innovation Spotlight podcast, which explores developments in legal technology, innovation, and knowledge management through conversations with industry practitioners and leaders.
Agentic Workflows: AI That Activates When Work Arrives
When preconfigured agents are pointed at incoming business requests, they become collaborative engines acting on legal and business inputs simultaneously. AI acts when the work arrives. Attorneys maintain full control and oversight while work advances on its own.
Coheso Introduces AI Agents That Accelerate Legal Workflows
Agentic expansion delivers integrated workflows, faster turnaround times, and AI-powered collaboration for legal and business teams.
Coheso CEO Ned Gannon Featured on Ari Kaplan's Reinventing Professionals Podcast
Coheso CEO Ned Gannon recently joined Ari Kaplan on the Reinventing Professionals Podcast to discuss the evolution of legal operations and how AI is enabling in-house legal teams to operate more strategically.
Narvar’s 10,000+ Contract Migration Made Possible with Coheso
Narvar's legal team leveraged Coheso.ai to transform a multi-month manual document migration project into an AI-powered collaborative engagement that delivered actionable data to legal, finance, and commercial operations.
Coheso CEO Ned Gannon Speaks at Cornell Tech
Coheso CEO Ned Gannon spoke with graduate students at Cornell Tech about the realities of building legal technology companies. The session covered lessons from his first company's acquisition, what second-time founders learn to prioritize, and why legal domain expertise paired with technical skills creates opportunity.
Join us November 20th for the 2025 Pittsburgh Legal AI Summit
Hosted by Coheso in collaboration with Carnegie Mellon University's Swartz Center for Entrepreneurship, this event brings together the leading voices shaping how AI is built, governed, and applied across the legal domain.
Coheso’s Ned Gannon Joins LegalGeek Panel on Navigating Legal Tech Tool Fatigue
Coheso CEO Ned Gannon joined the panel Tool Fatigue: Avoiding Poor Tech Investment Decisions at the 2025 LegalGeek conference in London, a global gathering for legal leaders and innovators.
Takeaways from CMU Startup Week: Legal AI, Investors, and Physical AI
Coheso’s Co-Founder and Head of AI, Manish Agnihotri, attended CMU Tech Week by Carnegie Mellon University, where founders, students, and researchers discussed the latest in AI, robotics, and Legal AI, with themes on adoption and impact of technology.
Behind the Launch: Coheso Agent for Slack
For teams that live in Slack, legal often faces a flood: quick questions, substantive requests, and urgent needs all stacked together in one unstructured feed. Slack is efficient for sending a request, but legal teams thrive when work flows through systems designed for legal. Coheso embraces both realities. Business gets the speed and simplicity of Slack. Legal gets the structure and visibility they need to work effectively.
Key Themes in AI Transformation for Legal Departments
Coheso’s co-founder and CEO Ned Gannon attended the Economist's General Counsel Summit this week, where leading legal minds gathered to discuss the evolving legal landscape. Several important themes around AI adoption continue to resonate across the legal industry.
The Best of Both Worlds: Rules and AI in Legal
Legal technology has often addressed only one side of this balance. Rules-based systems deliver structure but can lock teams into rigid workflows. Artificial intelligence offers flexibility and scale, but without proper guardrails it can feel unpredictable. At Coheso, we bring these two approaches together. Structured where it matters, adaptive where it counts.
Why Legal Intake Gets Ignored (and Why That’s a Mistake)
Legal teams will always be busy, but improving intake means they don’t have to choose between being responsive and being strategic.
Overcoming Request Inertia in Legal Work Management
This tension between strategic ambition and reactive reality is the culmination of a century-long evolution in how corporate legal departments operate. But buried within this challenge lies an unexpected solution: the humble request itself.
How M42 Modernized Legal Ops with Coheso
Central to the operation of this global health enterprise is a 10-person legal team. The legal function operates with exceptional efficiency in a highly complex, multi-jurisdictional environment. In a company where scale and coordination are essential, legal needs to be powered by systems that match the pace and complexity of the business.
Why Leading Legal Teams Connect Intake and Work Management
This article explores how a connected system that manages the full life cycle of a request, from origination to completion, creates a more structured and reliable way to manage legal work.
What Is a Legal Front Door? A Guide to Modern Legal Intake
Explore what a legal front door is and how it can be applied to capture requests at the source, enable AI-driven automation, and position legal as a strategic business partner.
Ned Gannon Joins Global AI Policy Panel at ITechLaw 2025
Coheso CEO Ned Gannon shared insights at the “AI Policy in Flux: Global Legal and Industry Perspectives” panel during the ITechLaw Association 2025 World Technology Law Conference in San Diego.
Coheso Adds Universal CLM Connector To Legal AI 'Front Door'
Artificial Lawyer spotlights Coheso's Universal CLM Connector and strategic investment from Tola Capital, featuring an exclusive interview with CEO Ned Gannon.
Coheso, An AI-Powered 'Front Door' for In-House Legal, Rolls Out Universal CLM Connector
LawSites covers Coheso's Universal CLM Connector launch and Tola Capital investment, highlighting how this enhancement enables downstream contracting processes from one central location.
Coheso Expands AI-Native Work Management Platform with Universal CLM Connector
Coheso announces its Universal CLM Connector to improve legal workflows and accelerate business velocity, along with a strategic investment from Tola Capital.
Ned Gannon Interviewed with Coheso Client on In-House Connect Webinar
Ned Gannon and Effie Dower, Vice President, Legal at M42, discuss how the adoption of legal tech presents both exciting opportunities and potential challenges for in-house legal teams with Jon Bartman of The Law Tech Consultancy.
Ned Gannon Interviewed on The Vertical SaaS Podcast
Ned Gannon discusses how modern in-house legal and compliance teams leverage AI, agentic models, and legal front doors with Gavin Savage.
Ned Gannon Interviewed on Seyfarth Shaw’s Pioneers and Pathfinders Podcast
Ned Gannon discusses the importance of legal tech solutions that balance automation with human judgment with Stephen Poor.
Ned Gannon Interviewed in CEO Series on Infogov HotSeat Podcast
Ned Gannon discusses the future of in-house legal work management with Jim Merrifield.
Ned Gannon Interviewed on the Careers and the Business of Law Podcast
Ned Gannon discusses the evolution of legal tech with David Cohen live from The LegalTech Fund Summit.
Robust RAG-Based Legal Question Answering Systems for Knowledge Management
Coheso team's article in ILTA Whitepapers explores the challenges and enhancements needed for RAG systems to meet the unique demands of legal question-answering.
Building Confidence in AI Tools for Legal Teams
Legal professionals who adapt their workflows to AI-powered tools—while understanding their benefits and limitations—will have the most success. Here's how to build the confidence to roll out AI in your organization.
Ned Gannon interviewed at NYSE by John Furrier host of SiliconANGLE & theCUBE
John Furrier conducted an in-depth interview with Ned Gannon covering a wide range of topics related to GenAI in the legal industry.
How Corporate Legal Teams Use Generative AI to Serve Business Colleagues
Most corporate legal teams have limited technology and struggle to get budget approval for digital tools. Here's where to start when transforming legal operations with AI.
ILTACON 2024: The Startup Hub, Hawking AI Wares, And More
Nicole Black of Above The Law highlights Coheso as a standout AI startup at ILTACon 2024's Startup Hub.
Making Legal Work More Human in the GenAI Era
Ned Gannon’s article in Legal Business World magazine focuses on examining the impact of GenAI on legal work through current data and the lens of prior technological transformations.
Ned Gannon Showcases Coheso's GenAI Platform at ILTACon 2024 Startup Hub
At ILTACon 2024, CEO Ned Gannon showcased how Coheso's GenAI platform streamlines legal operations with optimized workflows and actionable insights.
Jason Schachter Featured as Panelist on "Building AI Products for Tomorrow"
Jason Schachter, Coheso's Chief Strategy Officer, spoke as a panelist at NATEA's U.S. Taiwan Startup Day at Stanford University.
Ned Gannon Speaks at Legal Innovators California
In a presentation entitled Making In-House Legal Work More Human in the GenAI Era, Ned Gannon explores how technological transformations have impacted work and how in-house attorneys can adapt to thrive in the GenAI era.
Coheso Aims to Revolutionize Inhouse Legal Intake + Task Management
Artificial Lawyer highlights Coheso's innovative GenAI-powered legal platform, enhancing efficiency and productivity for legal teams.
Coheso Launches AI-Driven Platform to Transform In-House Legal Department Intake and Work Management
Coheso's official launch announcement details the AI-native platform designed to streamline legal operations, enhancing productivity and reducing costs for in-house legal teams.
Coheso Launches AI-Powered Platform for In-House Legal Intake and Work Management
ALM Legaltech News showcases Coheso's public launch, detailing its GenAI legal platform designed to enhance efficiency for legal and compliance teams.
ILTA Evolve Days 2 & 3: The Risks of AI Fine-Tuning, Pro Bono Loves Gen AI, and More
Legaltech News features Coheso COO Manish Agnihotri's insights on LLM fine-tuning risks and responsible AI implementation in legal technology.
Manish Agnihotri discusses security for LLM applications at ILTA Evolve
At ILTA Evolve, Manish Agnihotri addressed security challenges and risks associated with Language Model AI (LLM) in LegalTech applications.
The Worst AI Nightmares Have Nothing To Do With Hallucinations
Above The Law features Coheso COO Manish Agnihotri's perspective on the real risks of AI in legal technology—and why hallucinations aren't the biggest concern.
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Manish Agnihotri's Lecture at Pitt Law on Gen AI in LegalTech
Manish delivered a lecture at University of Pittsburgh School of Law’s Advanced Legal Data Analytics 2024 class
Live from Legalweek'24 - Ned Gannon of Coheso
Coheso’s CEO, Ned Gannon, was interviewed by David Cowen at Legalweek 2024, during which they discussed his new venture, Coheso, his previous venture eBrevia, and his entrepreneurial journey over the last decade.
Ned Gannon talks about Future Trends in Legal Tech
The panel discussed the impact of artificial intelligence (AI) on the legal landscape, specifically examining how legal departments can effectively integrate AI tools into their practices.
