Blog & Press

Stay up to date with the latest news, insights, and updates from Coheso.

Professional managing multiple tasks at desk with phone, laptop, and documents
Blog7 min read

The Hidden Cost of Context Switching for Legal Teams

Research shows it takes 23 minutes to regain focus after an interruption. For legal teams fielding constant requests, this cognitive tax adds up to weeks of lost productivity each year.

Coheso Team
January 26, 2026
Five Milestones That Shaped Legal AI
Blog11 min read

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.

Coheso Team
December 19, 2025
Abstract network of interconnected nodes and lines
Blog5 min read

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.

Coheso Team
December 16, 2025
Blank notebook with pencil representing a fresh start
Blog5 min read

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.

Coheso Team
December 13, 2025
Hand sketching wireframes and user interface designs on paper
Blog4 min read

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 Team
December 10, 2025
Takeaways from CMU Startup Week: Legal AI, Investors, and Physical AI
Blog3 min read

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.

Coheso Team
October 1, 2025
Key Themes in AI Transformation for Legal Departments
Blog5 min read

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.

Coheso Team
September 19, 2025
The Best of Both Worlds: Rules and AI in Legal
Blog6 min read

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.

Coheso Team
September 11, 2025
Why Legal Intake Gets Ignored (and Why That’s a Mistake)
Blog4 min read

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.

Coheso Team
September 9, 2025
Overcoming Request Inertia in Legal Work Management
Blog9 min read

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.

Andrea Woodruff
September 4, 2025
Why Leading Legal Teams Connect Intake and Work Management
Blog9 min read

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.

Coheso Team
September 1, 2025
What Is a Legal Front Door? A Guide to Modern Legal Intake
Blog10 min read

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.

Coheso Team
August 28, 2025
Building Confidence in AI Tools for Legal Teams
Blog4 min read

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.

Coheso Team
November 8, 2024
How Corporate Legal Teams Use Generative AI to Serve Business Colleagues
Blog6 min read

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.

Coheso Team
October 24, 2024