From idea to agent-ready requirements in minutes

Stop watching AI agents fail. Start shipping with requirements they're built to understand.

Private beta · Limited early access

Requirements that speak agent

One guided conversation to go from raw idea to specs that humans and coding agents both understand.

Step 01

Capture the brief

Drop in your one-liner, PRD, or Slack thread. Transcoded pulls the right questions into focus.

Idea blurbSlack threadPRD

Coach flags missing context, files, and metrics in seconds.

Step 02

Clarify with the coach

Guided prompts tighten scope, surface edge cases, and cite the right source material.

ScopeEdge cases

Guided prompts tighten intent, owners, and acceptance criteria.

Step 03

Ship 40% faster with agent-ready requirements

Human-readable Markdown plus docs optimized for AI coding agents.

MarkdownXML

One export powers humans and agents with the same source of truth.

Built for how modern teams work

Ops-grade reliability with the speed of an AI-native workflow.

Multiplayer by default

Real-time or async collaboration. PMs, engineers, and designers stay aligned in one room.

Guided conversation

Start with freeform ideas. Our coach asks the right questions at the right time—adapting to your specific product needs.

Intelligent context capture

Automatically pulls in supporting docs, designs, and tickets so agents see the full picture.

Universal input

Start from a Slack message, a Figma link, or a 30-page PRD. Transcoded normalizes it all.

Agent-optimized output

Specs formatted specifically for Cursor, Copilot, and other AI coding tools.

Version control built-in

Track how requirements evolve and show teams exactly what changed and when.

Made for AI-forward product teams

Best for

  • PMs and engineers at startups → midsize orgs (5–200 engineers).
  • Teams chasing better first-pass agent output and less rework.
  • Product orgs shipping web, mobile, and SaaS features at high velocity.

Not for

  • Teams not using AI coding assistants yet.
  • Waterfall organizations with fixed requirement processes.

Join our private beta

  • We onboard a handful of teams each week with hands-on implementation from the Transcoded crew.
  • Ship requirements alongside us until your agents deliver confident first-pass output.
  • Ideal for product orgs already running Cursor, Copilot, or Claude Code in production workflows.