Legal AI Is Not the Bottleneck. Your Ability to Coordinate Is
The draft memo is done in four minutes. The next two hours are spent deciding who reviews it, explaining the client context, chasing a response, checking whether changes were made, and filing the result. Legal AI solved the four minutes. Nobody solved the two hours. That gap is the Delegation Orchestration Layer.
The claim, stated plainly
Legal AI tools — document drafting, research summarisation, contract review — are now fast enough that they are no longer the constraint on a senior lawyer's output. The tools deliver artefacts quickly. The artefact is not the work.
The work is everything that surrounds the artefact: who gets it next, what they need to know, whether they have done it, what changed, and who is responsible for the outcome. That surrounding work is coordination. It is not automated. It is not even measured. It is simply absorbed into the hours of the people managing it.
Craig Miller wrote this argument publicly before a product category existed to answer it. The title is the thesis: your ability to coordinate is the bottleneck, not the AI. A senior lawyer who has adopted every available AI tool is still spending a day a week on the work that surrounds the tools — deciding, delegating, following up, verifying.
What this means for how a firm buys software
A firm that buys faster drafting software has made the artefact cheaper. It has not made coordination cheaper. The drafting time falls from four hours to four minutes; the coordination time stays constant because nobody built a tool to absorb it.
This is not a feature gap. It is a category gap. No tool in the existing legal-tech stack was designed to sit above the artefacts and manage the flow of work between people. Task managers require the lawyer to manage them. Messaging platforms require the lawyer to chase them. AI assistants require the lawyer to direct them.
Donna is designed from the manifesto's Law 1 upward: orchestration over features. The category is Delegation Orchestration Layer — a layer that captures unstructured intent, converts it to structured delegation, routes work to the correct people or systems, verifies completion, and preserves proof. The lawyer speaks. The layer handles the rest.
That category definition follows directly from the coordination claim Craig named here. The bottleneck is not the AI. The bottleneck is the work around the AI. A Delegation Orchestration Layer is what absorbs that work.
Falsifier. This argument is wrong if senior lawyers' coordination overhead falls to under 30 minutes per day as AI tools improve without any dedicated orchestration layer — i.e. if the coordination problem self-resolves as AI drafting becomes ubiquitous. Evidence would be: a controlled study of senior lawyers using AI drafting tools for 12+ months showing measurable reduction in coordination time, not just drafting time. We do not have that study. Until it exists, the coordination bottleneck is an empirical observation, not a projection.
Source. Adapted from Craig Miller's LinkedIn essay "Legal AI Is Not the Bottleneck. Your Ability to Coordinate Is" — original at <https://www.linkedin.com/pulse/legal-ai-bottleneck-your-ability-coordinate-craig-miller-dmtte>. Body not available for direct quotation; this post is a faithful synthesis of the title's claim, the AGORA council's manifesto-fit analysis, and Craig's stated framing of the coordination gap.