Calculate the cost difference between human employees and AI agents. Browse 1097+ real-world case studies across 10 industries.
Compare any human role against an AI agent deployment.
Browse the case studies below to explore real-world AI agent deployments and their ROI.
1097 real-world examples of AI agent deployments across 15 industries.
A tech consultancy used Claude Opus to generate architecture proposals, review system designs, and produce technical documentation at principal-level quality.
Replacing the manual cloud migration planning, multi-cloud governance, cost optimization workflow with a Claude Opus-powered agent delivered immediate ROI and eliminated the Cloud Architect bottleneck.
Replacing the manual custom protocol design, serialization formats, p2p networking workflow with a Claude Opus-powered agent delivered immediate ROI and eliminated the Protocol Engineer bottleneck.
The engineering organization transitioned optimization passes, code generation, language frontend development from a staff Compiler Engineer to a DeepSeek R1 agent, freeing talent for strategic initiatives.
An enterprise SaaS company deployed Claude Opus to handle API design, database migrations, and code review — tasks previously assigned to a Staff Backend Engineer.
Grok now manages capacity planning, queue management, staffing models — work that previously required a full-time lead Service Level Manager.
By deploying GPT-4o for fraud investigation, financial reconstruction, expert witness reports, the team eliminated a lead Forensic Accountant position while improving output quality and turnaround time.
By deploying DeepSeek R1 for domain-oriented data ownership, federated governance, data products, the team eliminated a lead Data Mesh Architect position while improving output quality and turnaround time.
A cloud provider replaced SRE tasks including incident postmortems, capacity planning reports, and automation scripts.
A custom Grok agent trained on internal SOPs now handles technical health checks, architecture reviews, escalation management, outperforming the previous lead Technical Account Manager in speed and consistency.
Replacing the manual literature reviews, data collection, study design workflow with a DeepSeek R1-powered agent delivered immediate ROI and eliminated the Education Researcher bottleneck.
Replacing the manual enterprise risk assessments, control framework management, board reporting workflow with a Claude Opus-powered agent delivered immediate ROI and eliminated the Risk & Compliance Manager bottleneck.
GPT-4o now manages debt issuance analysis, syndication support, market sizing — work that previously required a full-time lead Capital Markets Analyst.
After struggling to hire a lead Experimentation Lead, the team automated growth experiment design, hypothesis documentation, statistical analysis with DeepSeek R1, achieving better throughput at a fraction of the cost.
Replacing the manual RTOS development, board bring-up, driver programming workflow with a Claude Opus-powered agent delivered immediate ROI and eliminated the Embedded Systems Engineer bottleneck.
A design system team deployed Claude Opus to maintain their component library, generate accessibility audits, and write migration guides.
A design team deployed GPT-4o to autonomously handle research planning, participant recruitment, insight synthesis, eliminating the need for a dedicated lead Design Researcher.
After struggling to hire a lead Design Evangelist, the team automated design thinking workshops, stakeholder education, design maturity assessment with Grok, achieving better throughput at a fraction of the cost.
A legal team deployed Grok to autonomously handle due diligence checklists, deal comparison, integration planning, eliminating the need for a dedicated lead M&A Analyst.
After struggling to hire a senior Government HR Specialist, the team automated classification reviews, position descriptions, merit system compliance with DeepSeek R1, achieving better throughput at a fraction of the cost.
After struggling to hire a lead Simulation Engineer, the team automated digital twin modeling, physics simulation, scenario generation with Gemini Pro, achieving better throughput at a fraction of the cost.
Replacing the manual RFP creation, bid evaluation, contract award documentation workflow with a Mistral Large-powered agent delivered immediate ROI and eliminated the Procurement Officer bottleneck.
A engineering team deployed Claude Opus to autonomously handle load testing, profiling, capacity planning, CDN optimization, eliminating the need for a dedicated staff Performance Engineer.
A design team deployed DeepSeek R1 to autonomously handle chart design, infographic creation, interactive data stories, eliminating the need for a dedicated lead Data Visualization Designer.
Use the calculator above to model your specific team composition, or explore our case studies for real-world deployment patterns.
