Empirical telemetry auditing 10 enterprise workload domains, the 6-tier Delegation Ladder (D0–D5), and prompt intent trajectories under differential privacy (ε ≤ 0.5, k ≥ 1,000).
Aggregated telemetry audited under Zero-Incentive Protocol (ZIP-1.0) & Differential Privacy (ε ≤ 0.5)
| Workload Domain | Category | Median Turns | Primary Intent | Autonomous Share | Terminal Adoption | Velocity Tier |
|---|---|---|---|---|---|---|
| Software Engineering & Architecture Terminal CLI agents (Claude Code, Aider) now drive 68.4% of coding interactions, transitioning developers from line writers to architectural supervisors. | Technical Engineering | 14.8 | Delegate & Automate | 72.8% | 68.4% | HYPER_VELOCITY |
| Enterprise IT & DevOps SRE Highest delegation rate across all industries: 81.2% of incident diagnosis and Terraform drift reconciliation is handled autonomously with human review of outputs. | Infrastructure & Systems | 18.5 | Provision & Remediate | 81.2% | 86.7% | HYPER_VELOCITY |
| Customer Support & Case Resolution Autonomous multi-turn agent deflection reached 76.4%, with human escalation triggers shifting from routine billing to complex dispute arbitration. | Operations & Support | 3.8 | Deflect & Resolve | 76.4% | 18.2% | HYPER_VELOCITY |
| Financial Modeling & Quantitative Audit Financial analysts delegate Python backtesting, DCF sensitivity sweeps, and SEC 10-K extraction with 69.5% autonomous script execution. | Finance & Accounting | 12.6 | Calculate & Backtest | 69.5% | 52.4% | HYPER_VELOCITY |
| Retail Search & Conversational Buying Users abandon keyword search bars for intent-driven agent queries with multi-item parameter matching and autonomous basket assembly. | Consumer & Commerce | 4.6 | Filter & Purchase | 62.4% | 9.8% | HIGH |
| Legal M&A & Statutory Analysis Due diligence clause extraction and disclosure schedules show 54.2% delegation, but human signoff remains mandatory under court standing orders. | Legal & Regulatory | 8.4 | Analyze & Redline | 54.2% | 21% | HIGH |
| Academic Tutoring & STEM Research Shift from answer lookups to interactive Socratic derivations and multi-paper arXiv literature synthesis. | Education & Science | 11.2 | Derive & Solve | 58.1% | 38.5% | HIGH |
| Content Creation & Media Production Long-form drafting is 64.9% agent-delegated, with creative human input concentrated on prompt nuance and editorial tonality. | Creative & Marketing | 7.4 | Generate & Polish | 64.9% | 24.1% | HIGH |
| Civil Administration & Public Records Constituent permit inquiries and administrative compliance drafts see steady delegation, moderated by strict public record verification protocols. | Public Sector & Governance | 5.2 | Synthesize & Formulate | 48.6% | 14.5% | MODERATE |
| Healthcare Navigation & Clinical Intake Pre-clinical intake and insurance prior authorization drafting are rapidly delegating; medical diagnosis remains locked behind human clinician review. | Healthcare & Life Sciences | 6.8 | Triage & Transcribe | 41.3% | 8.2% | MODERATE |