Solve discovery + orchestration friction for AI productivity tools

Solve discovery + orchestration friction for AI productivity tools targets a $10.5B = 35M knowledge-work teams × $300 average annual spend on discovery, templates and integration tools total addressable market with medium saturation and a year-over-year growth rate of 30-40% YoY — adoption of AI productivity tools and adjacent spend is accelerating (sources: McKinsey, Forrester commentary on AI adoption).

Key trends driving demand: Tool proliferation — the number of AI-first point solutions is growing rapidly, creating discovery friction and a need for curated guidance.; Shift to composability — teams prefer stitched-together best-of-breed stacks rather than single-suite vendors, increasing demand for orchestration and templates.; AI-centered procurement — buyers increasingly evaluate vendors on privacy, API costs and ROI, creating opportunities for products that provide measurable outcomes.; Creator-driven discovery — content and influencer channels drive tool adoption, so platform+content hybrids capture attention efficiently..