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Concepts in Tech for Lawyers

A collection of 26 posts

Abstract teal geometric lattice on deep navy, copper nodes; aged fresco grain, right-side space

Legal Tech & Automation

Open Source in Law: Why Law Firms Should Use It — and How to Do It Safely

Table of contents Loading the Elevenlabs Text to Speech AudioNative Player... Open Source in Law: Why Law Firms Should Use It — and How to Do It Safely Most legal teams already rely on open-source software — just not consciously. It shows up inside cloud platforms, document systems, security tooling, and increasingly

Abstract fresco: charcoal lattice into teal nodes on navy, cream crystals, copper focal left.

Development Journeys

Integrating Code into Legal Practice: How a Lawyer–Developer Mindset Transforms Service for Tech Clients

Table of contents Loading the Elevenlabs Text to Speech AudioNative Player... Why Law + Code Is No Longer Optional for Tech-Facing Lawyers For most technology businesses, the “product” is software: APIs, data pipelines, and increasingly AI systems. That means many core legal questions — privacy, security, IP ownership, audit rights, indemnities, even

Founder at desk linking abstract DAO network to rigid legal frame via glowing cyan roadmap path

DAO Legal Structure Explained: Liability, Tokens, and DAO LLCs

Table of contents Loading the Elevenlabs Text to Speech AudioNative Player... Why DAOs Matter and Why the Legal Piece Comes First This is a practical guide and checklist for startup founders, Web3 product leaders, and in-house counsel who keep hearing about DAOs and want to understand the real legal and

Legal silhouette with arc dashboard; hazy-to-structured tiles, AI alerts, and governance spine

Legal Tech & Automation

Legal Strategy, Quantified: Using Data and AI to Scale Risk Management

Why Data-Driven Legal Strategy Now Matters for Startups and Growing Businesses Legal risk and spend are critical constraints for AI and tech startups: faster product cycles, evolving regulation, and costly disputes make legal a strategic limiter. Data science and modern AI now shape legal strategy — see our primer on data

Minimalist legal control room: lawyer at desk, AI stack, data flowing through approval gate.

Legal Tech & Automation

Start with Outcomes — What ‘Good’ LLM Integration Looks Like in Legal

Table of contents Loading the Elevenlabs Text to Speech AudioNative Player... LLMs have moved from experiments to line‑of‑business tools in law firms, legal departments, and legal‑tech products. But many deployments stop at superficial chatbots, leaving efficiency and quality gains on the table — and creating unmanaged legal risk

Sleek war‑room with metallic figure facing legal workflow dashboards, AI assist, chaos‑to‑clarity.

Technology, AI, & Digital Innovation

Introduction – Why Legal Data Science Matters Right Now

Table of contents Loading the Elevenlabs Text to Speech AudioNative Player... Introduction For fast-moving companies, legal work has become a major bottleneck: slow contracts, scattered obligations, and reactive lawyering stall sales, delay launches, and hinder fundraising — while data science and AI reshape sales and product. What we mean by “data

Split: password chaos to OAuth control; mail icon; user revokes access; tokens in vault.

Legal Tech & Automation

How OAuth 2.0 Makes Gmail Integrations Safer (and Keeps Users in Control)

Table of contents Loading the Elevenlabs Text to Speech AudioNative Player... Teams routinely connect third‑party tools — n8n workflows, CRMs, and AI drafting assistants — to Gmail to automate intake, triage, and replies. The security problem is practical: people often click “Allow” without understanding scopes, short‑lived access tokens, long‑lived

Stylized lawyer silhouette filled with flows; orbit of tiles maps a legal AI workflow.

Legal Tech & Automation

Why AI Feels So Much Smarter Now: A Practical Playbook for Lawyers on Tools, Workflows, and Not Just Models

Lawyers are seeing AI move from “neat demo” to day‑to‑day usefulness — faster drafting, smarter search, better triage — and they wonder why. The short answer: it isn’t just that base models improved. Most practical gains come from the ecosystem around models — chained steps, embeddings/RAG over your firm’

Digital dashboard with interconnected workflow icons in blue-green hues and yellow highlights.

Legal Tech & Automation

Optimizing Internal Workflows in Early-Stage Law Firms

Table of contents Loading the Elevenlabs Text to Speech AudioNative Player... Introduction to Optimizing Internal Workflows in Early-Stage Law Firms Early-stage and boutique law firms face distinctive challenges that impact their internal operations. These firms often operate with limited resources, evolving responsibilities, and the pressing need to establish efficient processes

Hugging Face Spaces for Lawyers: A Beginner’s Guide

Concepts in Tech for Lawyers Featured

Hugging Face Spaces for Lawyers: A Beginner’s Guide

Where should you look once you are familiar with the basics of ChatGPT? That’s where Hugging Face Spaces shine.

Ensuring AI Effectiveness in Legal Practice: The Lawyer-in-the-Loop Approach

Ensuring AI Effectiveness in Legal Practice: The Lawyer-in-the-Loop Approach

Introduction The emergence of advanced artificial intelligence (AI) tools is revolutionizing many sectors, and the legal industry is no exception. From processing endless quantities of documentation to drafting legal briefs at astonishing speeds, AI offers unprecedented efficiency and accuracy. However, as AI becomes increasingly sophisticated, there is a critical question

Gaining a Competitive Edge: How Contract and Document Tracking Technology is Revolutionizing Legal Practice

Gaining a Competitive Edge: How Contract and Document Tracking Technology is Revolutionizing Legal Practice

Introduction to Contract and Document Technology Ever wondered how legal teams manage to keep up with a deluge of contracts, deadlines, and regulatory requirements? The answer lies in contract and document tracking technologies. These advanced digital tools are designed to monitor, manage, and analyze contractual documents throughout their life cycle.

Embracing Technology in Law: Enhancing the Human Element

Embracing Technology in Law: Enhancing the Human Element

The legal profession has always been steeped in tradition, with long-standing practices and meticulous deliberations. However, in recent years, the advent of artificial intelligence (AI) and other technological innovations has sparked a transformative shift. Rather than simply replacing the human element in legal practice, technology is proving to be the

Lawyer in the Loop: Systematizing Legal Processes

Legal Tech & Automation

Lawyer in the Loop: Systematizing Legal Processes

Introduction The traditional legal landscape has long been characterized by a reliance on conventional practices, manual processes, and siloed workflows. Let’s take a quick step back: how often have we seen legal professionals juggling multiple tasks using methods that are neither streamlined nor integrated? It’s not unusual to

What is Lawyer in the Loop?

What is Lawyer in the Loop?

Legal work has traditionally been handled on a case-by-case, highly customized basis, which often sacrifices efficiency for bespoke attention (How Law Firms Can Scale Rapidly with Repeatable Process Models). To meet modern demands, the legal field is increasingly looking to systematize processes and capture institutional knowledge in durable, repeatable frameworks.

Finding the words to explain something basic

Development Journeys

Finding the words to explain something basic

For those who don't know, I've been a developer longer than I've been a lawyer, and I did that thinking that it would make me a lawyer who understands tech (I am). Really, though, it's been a love affair with reducing the

Understanding FTC's Report on Corporate AI Partnerships with Cloud Providers

Technology, AI, & Digital Innovation

Understanding FTC's Report on Corporate AI Partnerships with Cloud Providers

The partnerships between major cloud service providers like Alphabet, Amazon, and Microsoft with AI developers such as Anthropic and OpenAI signal a significant shift in the technological landscape. Understanding the implications of these alliances is crucial for legal professionals navigating the evolving regulatory framework surrounding AI. Technical Overview Understanding the

Preventive Lawyering: The Transformative Role of AI in Legal Practices

Preventive Lawyering: The Transformative Role of AI in Legal Practices

As generative AI evolves, the legal profession faces a significant transformation towards preventive lawyering. Understanding how these technologies can help in-house counsel identify potential disputes before they escalate is crucial for modern legal strategy. Technical Overview of Generative AI in Law Generative AI and large language models (LLMs) are set

Integration of Large Language Models (LLM) in Legal Tech Solutions

Legal Tech & Automation

Integration of Large Language Models (LLM) in Legal Tech Solutions

Introduction The rapid advancement of artificial intelligence (AI) has fueled significant transformations across many industries, including legal technology. Large Language Models (LLMs) developed by major tech companies such as OpenAI, Google, and Microsoft, have begun to underpin a majority of legal tech solutions. These AI advancements are typically embedded into

Cultivating an Efficient AI Machine: Using AI Today and Tomorrow

Concepts in Tech for Lawyers Featured

Cultivating an Efficient AI Machine: Using AI Today and Tomorrow

Goal: My primary objective is to lay a foundation for understanding AI tools - their capabilities, limitations, and potential impacts on the legal industry. This article will serve as a guide to help legal professionals navigate the intricate and ever-changing AI landscape.

Ethics of NLP Models: Understanding OpenAI's Data Practices for the Legal Profession

Concepts in Tech for Lawyers Featured

Ethics of NLP Models: Understanding OpenAI's Data Practices for the Legal Profession

Many legal professionals are concerned about the potential waiver of privilege and breach of confidentiality, but often, this stems from a lack of understanding of the underlying technology and its implications.

GPT-4 for Lawyers — slow, but mighty

Concepts in Tech for Lawyers

GPT-4 for Lawyers — slow, but mighty

The video above shows how GPT-4 generates its output on a question and compares it to the available information in a legal publisher's database.

Software solutions for your law practice: keeping your guard up

Concepts in Tech for Lawyers

Software solutions for your law practice: keeping your guard up

I will assume that you already know that cybersecurity matters. If not, google cybersecurity breach statistics and ponder that your industry is notorious for being behind the tech curve. Failing that, you should hang your hat on ABA Model Rule 1.1, Comment 8.

Understanding blockchain for lawyers

Legal Tech & Automation

Understanding blockchain for lawyers

Like many lawyers, I was skeptical of the value of bitcoin and other digital currencies. Basing the item's value on people giving it a value seemed risky, fleeting, and trendy. Fast forward around ten years, and I am excited about the future of blockchain.

Open Source for your law practice

Legal Tech & Automation

Open Source for your law practice

Whenever I learn about a tool I want in my legal practice, I immediately look for an open-source alternative. Tools for lawyers tend to be expensive (dare I say, overpriced?). Understandably, you might think a specialized tool is required to manage your law practice.