Use Cases

Monitor, generate, analyze.

Every answer uses your complete Product Context Graph — not search, not guessing.

3 core use cases · Complete product context

90%

Issues caught before customers report them

12hrs

Saved per PM per week on documentation

15sec

Complete impact analysis, not days

85%

Breaking changes caught before shipping

01Product Health

Catch problems before anyone complains

Recursive monitors every feature 24/7 — usage patterns, support tickets, performance metrics, customer sentiment. When something breaks, you know in minutes, not weeks.

Without Recursive5-10 hours/week
  • Check 5+ dashboards daily (Mixpanel, Intercom, Jira...)
  • Manually correlate support tickets with feature changes
  • Wait for customer escalations to discover issues
With Recursive

> "What's broken today?"

Export feature

Usage dropped 30% — 12 tickets about timeouts

Mobile app

8 customers reported slow performance on Android 13

New search

80% adoption in week 2 — positive sentiment

Analyzing product context...
02Product Assets

Generate PRDs, tickets, and docs in minutes

Every document references your actual features, constraints, and customer data. No generic templates — context-rich artifacts that engineers trust.

Without Recursive4-6 hours per PRD
  • Research context across tools (1-2 hours)
  • Interview engineers for technical constraints (30-60 min)
  • Write, revise, and align across stakeholders (3-4 hours)
With Recursive

> "Write a PRD for scheduled exports"

Problem Statement

Real-time exports (Q3 2024), enterprise requests, compliance gap

User Requirements

Daily 6am exports, Friday board decks — 3 enterprises this quarter

Technical Approach

3-4 sprints, depends on queue service & notification system

Analyzing product context...
03Impact Analysis

Know exactly what breaks before you ship

Complete dependency mapping across usage, revenue, integrations, and customer segments. See the blast radius of every change before you commit.

Without Recursive2-4 days per decision
  • Ask around in Slack — "Who uses Feature X?" — partial answers
  • Check analytics for UI usage, miss API and integration usage
  • Map dependencies manually across codebases (takes days)
With Recursive

> "Should we deprecate CSV export?"

HIGH RISK

840 daily active users, 47 enterprise API integrations

$2.2M ARR

Revenue directly tied to this feature across 3 segments

Recommendation

Build Excel export first, migrate users over 2 sprints

Analyzing product context...
How it works

Complete context, not keyword search

01

Context-aware answers

Every response draws from your complete Product Context Graph — features, code, tickets, customers, feedback, analytics, and docs.

02

Autonomous actions

Writes tickets, creates dashboards, sends alerts, and surfaces blind spots. All backed by your real product data, not templates.

03

Learning engine

Gets smarter with every interaction. Learns your team's patterns, terminology, and priorities. 95%+ accuracy by month 3.

04

Works with your stack

Connects to Jira, Linear, Intercom, Mixpanel, Notion, GitHub, and 12 more tools. Setup in 15 minutes, no data migration.

Stop guessing.
Start knowing.

See how Recursive gives you complete product context in a 15-minute demo.

or book a demo