Specific GTM brain

category

market profile

• text: AI coding agents can write application code but need infrastructure and production context to deploy and maintain it.
• text: AI app builders need to provision many isolated databases and backends as their users create projects.

personas

• title: Technical founder or full-stack developer
  pains:

  • Agent-generated applications still require a database, deployment, secrets and monitoring
  • Local setup and production infrastructure take time away from shipping
• title: AI app-building platform engineering lead
  pains:

  • Must provision and isolate thousands of customer backends without manual setup
  • Needs a repeatable path from generated application to deployed service
• title: Platform or infrastructure engineer
  pains:

  • Preview environments and production debugging span multiple infrastructure tools
  • Must control cost while supporting agents that create resources

icp

• text: Small engineering teams and technical founders using coding agents to ship full-stack applications.
• text: AI app platforms creating large numbers of isolated application backends; Specific cites Newly as a customer.
• text: Larger product teams with requirements for custom deployments or single sign-on are addressed by enterprise plans.

message pillars

• text: Extend the coding agent from writing code to provisioning infrastructure.
• text: Move quickly from new project to production.
• text: Keep the user's preferred frameworks.

objections

• objection: Will a single platform lock in our application?
  response: Pilot with an existing framework and assess portability of the specific services and configuration before migrating production.
• objection: How will the bill grow with usage?
  response: Estimate compute, database and storage consumption using the published rates and included credits.
• objection: Can agents safely make production changes?
  response: Evaluate preview environments, access controls and deployment review on a noncritical application first.

competitors

• name: Vercel
  why: Application deployment and frontend cloud platform overlaps with Specific's deployment workflow.
• name: Supabase
  why: Managed Postgres and backend services compete for full-stack app infrastructure.
• name: Google Cloud
  why: General-purpose cloud infrastructure is an alternative for deploying and operating application services.

influencers

• name: Iman Radjavi
  why: Specific co-founder discusses agent-managed infrastructure and database provisioning in Neon's case study.

keywords

• cloud platform for coding agents
• deploy AI generated app
• agent native infrastructure
• full stack preview environments
• AI app backend deployment
• coding agent local development

voice

• developer focused
• direct
• shipping oriented

signals

• text: Team adopts Claude Code or another coding agent and is assembling infrastructure to ship full-stack apps.
• text: App builder is provisioning many databases or isolated backends for generated projects.

stack

• PostgreSQL
• Temporal
• GitHub
• S3-compatible storage
• Neon

pricing

motion

channels

• developer documentation
• LinkedIn
• GitHub
• SEO
• partner case studies

confidence

Founders

• name: Fabian Lindfors
  title: Founder/CEO
  role: CEO
  bio: Former tech lead at Stripe
• name: Iman Radjavi
  title: Founder/CTO
  role: CTO
  bio: 4+ years of experience building mission-critical backend systems. Most recently built and scaled energy grid systems that processed 1B+ data points daily. MSc in Computer Science.