The Experience & Context Agent

The firm's most valuable asset is what its people have done and why it worked—but that knowledge is scattered across DMS folders, matter records, and individual memory. The Experience & Context Agent organises it: context graph, experience search, and transaction intelligence built on structured journey history.

From surfacing how clients, matters, and people connect to extracting deal structures and litigation patterns, this agent turns engagement history into a searchable, comparable, and reusable institutional intelligence layer that powers everything from staffing decisions to pitch strategy.

Capabilities

  • Context Graph: visualise how clients, matters, people, and decisions connect across the firm to surface relationships and patterns that matter most.
  • Experience Management: capture, search, and analyse the firm's full engagement history—structured for reuse across pitches, staffing, and strategy.
  • Journey-grounded intelligence: experience is built on structured client, matter/project, and user journey history—not keyword search alone.
  • Transaction Intelligence: extract, analyse, and compare deal structures, litigation narratives, and outcomes to build a searchable, comparable experience library.
  • Connections across clients, matters, and people so institutional knowledge compounds and becomes retrievable on demand.
  • The intelligence layer that powers the Living Bio Agent, proposal assembly, and strategic pitch analytics—without duplicating that scope.

Context graph and experience search

The context graph visualises how clients, matters, people, and decisions connect across the firm—surfacing relationships and patterns that are invisible inside any single system. Experience Management captures and structures the firm's full engagement history so it is searchable and reusable, not locked in email threads or folder hierarchies.

Transaction intelligence and journey foundation

Transaction Intelligence extracts, analyses, and compares deal structures, litigation narratives, and outcomes to build a searchable, comparable experience library. Journey-grounded intelligence ensures this knowledge is built on structured client, matter/project, and user journey history—so context compounds over time rather than starting fresh for every new search.