Pillar
Legal AI built from the operator's seat
Craig's legal AI work is anchored in the unglamorous realities of intake, triage, exception handling, and legal throughput. The argument is consistent: useful legal AI is built by people who have lived inside case operations.
Why this pillar exists
Writing on legal AI that starts with workflow pressure, case economics, and operational reality rather than software theatre.
Essays
Writing mapped to legal ai
These essay links make the pillar page a real internal-linking hub rather than a thin archive label. As more essays are added, this page becomes a stronger thematic landing page in its own right.
Legal AI · 8 min read
Case Intake Is Where Legal AI Either Wins or Dies
Why most legal AI strategies fail before the model is used, because the intake layer is still messy, slow, and commercially blind.
Legal AI · 10 min read
Legal AI Needs an Operator Data Model
Why legal AI only becomes durable when it is trained against workflow, exception handling, and live case economics rather than generic legal text alone.
Legal AI · 9 min read
Why the Big Legal AI Vendors Will Never Win
A first-person argument for operator-built legal AI over surface-level software sold from the outside in.
Intelligence · 8 min read
The Public–Private Divide in Legal Intelligence
Why public legal data only becomes valuable when paired with operator context and informed interpretation.
Related routes
Adjacent themes and next steps
The next-stage site architecture works only if readers can keep moving. These links connect the current pillar to adjacent topics, the archive hub, and the conversion pages already live on the site.
Litigation finance as firm infrastructure
Essays and commentary on funding as a capability that shapes which firms scale, which claims proceed, and how access to justice is financed.
Claimant acquisition and trust systems
Analysis of how claimant-side growth depends on intake design, trust, qualification, and product thinking rather than lead-generation volume alone.
Law firm strategy under operational pressure
Writing on specialist leverage, throughput models, and the shift from hourly habit to engineered legal delivery.