The product intelligence layer for AI-native teams.

Altha turns product conversations into a structured map of features and dependencies. It audits coherence in real time, and ships a clean spec to your coding agents.

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The product intelligence gap
~1,000,000,000

hours U.S. product and engineering teams lose every year to misaligned decisions.*

20 hrs/week × ~200,000 U.S. PMs × 50 weeks = ~200M PM coordination hours. ~5M U.S. software developers × 4 hrs/week × 40 weeks = ~800M engineering rework hours. Sources: Pendo / UserJot, U.S. BLS, Standish Chaos Report.
Three problems most product teams need Altha for

On most product teams, one PM is the dependency graph.

When that PM is out, releases stall. The map of which features connect, what depends on what, what was decided last quarter: nobody else can see it. New hires spend weeks reconstructing it.

¹ “20–30% of a senior PM's week at scale is invisible coordination, with no explicit representation in tools.” — Derived from Tanya Reilly's “Glue Work” concept

PRDs predate the AI era. Engineering pays the tax.

Cursor and Claude Code expect structured context: dependencies, acceptance criteria, system constraints. Most PRDs deliver prose. Engineering re-derives the rest from scratch every sprint.

“Engineers still manually translate product specs into issue hierarchies that coding agents operate on.” — YC Spring 2026 RFS #1, Andrew Miklas

Yesterday's smart decision is today's dumb feature.

Three reorgs ago, someone built Feature X for a reason. That reason is gone. The team inherits a feature without knowing who built it, why, or how. So they break what works, or rebuild what failed.

“Scaled PMs spend a large portion of their day reconstructing 'what is actually happening' from fragmented tools instead of making decisions.” — Pendo State of Product
Capabilities

Conversational Discovery

Describe the product through conversation, or drop in existing PRDs. Altha extracts features, sub-features, and connections.

Structural Audit

The product structure emerges in real time. Circular dependencies, orphaned features, and missing acceptance criteria surface before they ship, not after.

Coding-Agent Handoff

Export the full structured spec to Cursor, Claude Code, or any IDE via MCP. The bridge between product intent and shipped code.

Capabilities

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