Weave GTM brain

Weave helps engineering leaders measure AI-assisted delivery and route coding prompts to cost-effective models.

category

Engineering intelligence and AI model routing

market profile

  • text: AI coding adoption is creating demand to relate tool use and token spend to output and code quality.
  • text: Weave serves engineering organizations from startups to large enterprises and offers a self-serve starter tier.

personas

  • title: VP Engineering or CTO
    pains:
    • Cannot show whether coding AI increases delivery without harming quality
    • Needs credible team-level comparisons and bottlenecks
  • title: Engineering productivity or platform leader
    pains:
    • AI spend is fragmented across tools and models
    • Wants a way to improve model selection without slowing teams

icp

  • text: Software companies with multiple engineering teams and meaningful AI coding adoption, from growth startups to public enterprises.
  • text: Engineering organizations investing in coding agents that need security controls and evidence of ROI.

message pillars

  • text: Find friction across the engineering workflow.
  • text: Tie AI use to measurable results.
  • text: Optimize the economics of coding agents.

objections

  • objection: Individual productivity metrics could undermine trust.
    response: Agree transparent, team-owned measures and use the data to improve workflows rather than as a standalone performance verdict.
  • objection: We already have AI tool dashboards.
    response: Compare whether existing dashboards connect adoption to actual output, quality and cost across tools.

competitors

  • name: DX
    why: Engineering productivity and developer experience measurement.
  • name: Jellyfish
    why: Engineering management and delivery intelligence.
  • name: LinearB
    why: Engineering metrics and workflow optimization.
  • name: Swarmia
    why: Engineering effectiveness and delivery analytics.

influencers

  • name: Adam Cohen
    url: https://www.linkedin.com/in/adam-b-cohen
    why: Weave CEO shares AI engineering measurement and customer adoption insights.

keywords

  • AI coding ROI
  • engineering productivity metrics
  • Claude Code analytics
  • AI code quality metrics
  • developer token spend
  • DORA metrics
  • coding agent model router

voice

  • quantitative
  • direct
  • engineering-led

signals

  • text: Company is rolling out coding agents and needs to justify AI spend against engineering output.
  • text: Engineering leadership is tracking DORA metrics or comparing multiple AI coding tools.

stack

  • Anthropic
  • OpenAI
  • Google

hiring

  • Founding AI Engineer
  • Founding Developer Relations

pricing

model: freemium
starting price: Free starter; Pro $50 per engineer per month, billed monthly

motion

hybrid

channels

  • SEO
  • LinkedIn
  • X
  • GitHub
  • outbound
  • customer stories

confidence

high

Founders

  • name: Adam Cohen
    title: Founder/CEO
    role: CEO
    bio: Co-Founder & CEO @ Weave. AI to understand engineering work.
  • name: Andrew Churchill
    title: Founder/CTO
    role: CTO
    bio: Co-founder & CTO at Weave. Before that: employee #1 at Causal, where I built the spreadsheet interface, access control system, and AI onboarding engine (among many other things). Before that: CS + math at MIT.

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