Consolidate and orchestrate AI subscriptions to cut costs and simplify workflows

Consolidate and orchestrate AI subscriptions to cut costs and simplify workflows targets a $90.0B = 150M knowledge workers × $600 yearly value captured per team in productivity and reduced subscriptions total addressable market with medium saturation and a year-over-year growth rate of 35% YoY (AI tools and automation software growth; source: industry analyses including Grand View Research and McKinsey estimates on AI adoption, 2023-2025).

Key trends driving demand: Tool proliferation — the rapid emergence of dozens of specialized AI tools creates subscription fatigue and a need for consolidation.; Multi-model adoption — teams will use multiple models and vendors for different tasks, creating demand for intelligent routing and orchestration.; Cost sensitivity after rapid AI spending — companies want to control API and subscription spend as budgets tighten, creating an opening for cost-optimization products.; Workflow automation shift — knowledge work is increasingly automated through end-to-end workflows that chain multiple AI outputs, making orchestration products valuable..