170 sources · 39 topics · 11 dimensions — click and drag to explore which issues dominate and which sources bridge domains.
Why AI enters professional services through law — and what its century-built centrality unlocks.
Accounting and consulting are knowledge work too — that alone can't explain a tenfold valuation gap.
Lawyers have worked for a hundred years to make law a central node in how business and society operate.
The General Counsel sits at the closing table — the input without which nothing moves forward.
Structural centrality and the legalization of everything, mapped as a live systems diagram.
Not a wrapper but an infrastructure play — five concentric rings from assistant to ecosystem.
Step through the concentric expansion from assistant to ecosystem governor.
An early general legal assistant on frontier models.
Security and governance as the competitive lever.
Matter-centric workspaces; thousands of custom workflows.
Shared spaces — firms, clients and advisors in one workspace.
Marketplace, benchmarks and the rules others build on.
You only learn AI by using it — and leaders can't delegate the aha.
Explore how human judgment stays in the loop across each mode of working with AI.
Frame the problem and set the approach before work begins.
Course-correct during execution as the work takes shape.
Check the output against judgment before it goes out the door.
Record profits and aggressive insourcing at once — old categories no longer hold.
Trace how player types blur and boundaries move across the live landscape.
Anthropic, OpenAI — the model layer everything else runs on.
Kirkland, Freshfields — building & buying AI aggressively.
Rebuilding integrated-solution legal ambitions.
Harvey, Legora — software into existing firms.
Crosby, Covenant — built on AI economics.
Blackstone, Carta — capital becomes a provider.
Good outcomes multiply, not add — and the scarcest ingredient is being destroyed.
Model capability × context × AI skills × domain expertise — multiplicative, not additive.
AI automates the junior work — document review, research, due diligence — through which domain expertise was built.
Each firm's choice to automate is rational; collectively the training pipeline disappears.
Adjust each ingredient and watch the multiplicative effect — and the binding constraint.
When AI automates the base, what shape does the firm take next?
Watch the team pyramid deform under the three convergence forces.