Every role in the firm has an agent. Every agent has a supervisor.

Firm strategy, major client relationships, high-stakes decisions, compensation, external reputation

Runs autonomously

Full strategy simulation, BD pipeline management, partner performance analytics

Human oversight

High - Final sign-off on firm direction & major settlements

Tools

All models, email, calendar, Supabase analytics

Portfolio oversight, risk, tech strategy, talent, compensation committee work

Runs autonomously

Scenario modeling, risk radar, lateral integration analysis

Human oversight

High - Committee votes & major policy

Tools

Analytics dashboard, all models

Operations, process optimization, resource allocation, financial operations, tech roadmap

Runs autonomously

Real-time ops dashboards, bottleneck prediction, auto resource balancing

Human oversight

Medium - Major capex & process changes

Tools

Supabase analytics, all models, calendar

Corporate practice strategy, deal pipeline, cross-selling, team development

Runs autonomously

Deal outcome prediction, pipeline scoring, synergy detection

Human oversight

Medium - Major practice pivots

Tools

Deal data, all models

Litigation strategy, win-rate optimization, trial team assembly, precedent management

Runs autonomously

Case outcome simulation, opponent modeling, trial readiness scoring

Human oversight

High - Trial strategy & settlement authority

Tools

Litigation data, all models, e-discovery tools

Origination, client ownership, strategy leadership, team supervision, firm governance

Runs autonomously

Full matter ownership, predictive client expansion, team orchestration

Human oversight

High - Settlement authority & client commitments

Tools

Email, calendar, all models, matter data

Independent matter leadership, mentoring, origination support, execution excellence

Runs autonomously

Complex workflow orchestration, quality control, associate development

Human oversight

Medium - Final deliverables require partner review

Tools

All models, document tools

Specialized expertise (appellate, white-collar, regulatory), deep analysis, training

Runs autonomously

Nuanced legal research, dispositive motion drafting, risk analysis

Human oversight

Low - Expert consultation mode

Tools

Legal research APIs, all models

Matter management, supervision, complex drafting, client communication, partnership track

Runs autonomously

Independent matter running, team delegation, quality review

Human oversight

Low - High autonomy with senior review gates

Tools

Document generation, all models

Discovery, due diligence, drafting, depositions, client updates

Runs autonomously

Multi-matter management, predictive issue spotting, first-draft excellence

Human oversight

Low - Standard review gates

Tools

Research tools, document AI

Research, first drafts, document review, chronology, learning acceleration

Runs autonomously

High-volume foundational work at super speed

Human oversight

Very Low - Heavy AI supervision + senior review

Tools

Research APIs, formatting tools

Team allocation, quality control, career development, vendor management

Runs autonomously

Optimal staffing recommendations, production quality scoring

Human oversight

Low

Tools

Resource management tools

Document production, trial prep, e-discovery, deposition digesting, exhibit creation

Runs autonomously

Massive scale document handling + real-time trial support

Human oversight

Very Low

Tools

E-discovery platforms, visualization tools

Due diligence, data room management, contract summarization, closing support

Runs autonomously

Precision contract analysis + data room intelligence

Human oversight

Very Low

Tools

Contract AI, data room tools

Calendaring, filing, formatting, logistics, time entry, client comms support

Runs autonomously

24/7 administrative execution with perfect accuracy

Human oversight

None

Tools

Calendar, email, document formatting

Platform management, predictive coding, cost control, production protocols

Runs autonomously

Defensible, cost-optimized e-discovery at scale

Human oversight

Low

Tools

Relativity, AI review tools

Billing, collections, profitability analytics, budgeting, trust accounting

Runs autonomously

Real-time financial intelligence + predictive cash flow

Human oversight

Medium - Major write-offs & pricing

Tools

Accounting APIs, all models

Invoice generation, time entry validation, client billing narratives

Runs autonomously

Instant, accurate, client-friendly billing

Human oversight

Low

Tools

Time tracking, billing systems

Recruiting, onboarding, performance management, culture, retention

Runs autonomously

Predictive hiring success + personalized onboarding

Human oversight

Medium - Final hiring decisions

Tools

HRIS, all models

Infrastructure, AI roadmap, cybersecurity, KM system, tool integration

Runs autonomously

Self-healing systems + continuous AI improvement

Human oversight

Medium - Major tech investments

Tools

All tech stack, monitoring tools

Branding, content, pitches, events, thought leadership, client insights

Runs autonomously

Winning pitch generation + campaign optimization

Human oversight

Low - Major campaigns

Tools

CRM, design tools, all models

Facilities, supplies, hybrid meetings, visitor experience

Runs autonomously

Seamless operational support

Human oversight

None

Tools

Facilities systems

Conflicts checking, matter opening, engagement letters, compliance

Runs autonomously

Instant, accurate, risk-aware intake

Human oversight

High - Final conflicts clearance & engagement sign-off

Tools

Conflicts database, all models