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Consulting, legal, accounting, design — knowledge work where AI tooling reshapes margin structure.
Avg deployment
2%
across 274 tracked tasks
Velocity (QoQ)
+0.13pts/Q
deployment growth rate
Adoption signals
274
tracked in professional services
Capability evidence
1,118
peer-reviewed + benchmarked
HR Policy Development
4% deployment · capability 65% of human · 1 role use this task
User Story Creation
4% deployment · capability 63% of human · 1 role use this task
Content Gap Analysis
4% deployment · capability 59% of human · 1 role use this task
UX Writing & Microcopy
4% deployment · capability 49% of human · 1 role use this task
Requirements & Specification Writing
4% deployment · capability 52% of human · 1 role use this task
UX Writing & Microcopy
Currently at 4% · accelerating at +0.34 pts/Q
Content Gap Analysis
Currently at 4% · accelerating at +0.31 pts/Q
Requirements & Specification Writing
Currently at 4% · accelerating at +0.31 pts/Q
Content Repurposing & Reformatting
Currently at 4% · accelerating at +0.30 pts/Q
HR Policy Development
Currently at 4% · accelerating at +0.30 pts/Q
Code Review
confirmedMythos autonomously exploited a critical vulnerability in OpenBSD that survived 27 years of human code review, fuzzing, and professional security auditing
Quality threshold: 90% · Source: VentureBeat AI
Client Onboarding Orchestration
confirmedDemonstrated ability to autonomously execute multi-step workflows across complex enterprise applications with form handling and service orchestration represents meaningful improvement in computer use and automation capabilities.
Quality threshold: 88% · Source: ArXiv cs.AI
Root Cause Analysis
plausibleAI systems can perform code review with 93% accuracy using structured prompting techniques
Quality threshold: 85% · Source: VentureBeat AI
Performance Management
plausibleGPT-5.5 achieves best-in-class performance on coding benchmarks
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18 tasks tracked in professional services
Content Repurposing & Reformatting
4% deployment · capability 53% of human · 1 role use this task
Competitor Content Analysis
3% deployment · capability 58% of human · 1 role use this task
Vendor & Third-Party Compliance
3% deployment · capability 66% of human · 1 role use this task
Quality threshold: 85% · Source: Heise (DE Tech)
Cross-Team Coordination
confirmedMulti-AI-agent system demonstrated coordinating distributed AI training communications across domains and layers with ~98% task completion rate
Quality threshold: 85% · Source: Semantic Scholar