Airframe

    AI tech stacks

    We track which software organizations use, team by team. When we help you decide what to change, we start from what comparable companies already run.

    1. 01

      See what peers run

      Our stack data shows which products organizations use in each department and where adoption is growing.

      • Stacks by industry, company size, and department
      • Products in use, function by function
      • Tools gaining traction in your sector
      Enterprise StackAcme Corp
      9 tools
      Engineering4 products
      Cursor
      Copilot
      Snyk
      Datadog
      Marketing3 products
      Jasper
      Copy.ai
      Midjourney
      Sales2 products
      Gong
      Clari
    2. 02

      Compare your stack

      We compare your tools with peers of a similar industry and size to find gaps, overlap, and places to consolidate.

      • Adoption rates against comparable companies
      • Capabilities your current tools leave uncovered
      • Tools that do the same job twice
      Stack Benchmark
      vs. Industry
      Your Stack
      Industry Avg
      AI AdoptionAbove avg
      Tool ConsolidationBelow avg
      SatisfactionAbove avg
      CoverageAbove avg
    3. 03

      Decide what to change

      We look at what comparable organizations kept, replaced, and added, then recommend changes for yours and help your team put them in place.

      • Recommendations grounded in peer adoption
      • Replacements that reduce spend
      • Categories worth watching early
      Recommended for your stack
      AI-powered
      L
      LangSmith
      LLM Observability
      Replaces 2 tools
      W
      Weights & Biases
      ML Experiment Tracking
      Popular with peers
      B
      Braintrust
      AI Evaluation
      Top rated in category

    What the stack data covers

    Tech stacks
    232,000+
    Products tracked
    24,000+
    Use cases
    12,000+
    Questions

    Common questions

    Explore related tools

    See what your peers are building with

    Bring us a decision about your stack. We’ll show you what comparable companies run and help you decide what to change.