Evidence
What is verified, what is being built, and what is only a direction.
An early-stage company should be judged on what it can show. This page lists facts in three tiers and says plainly what is not published.
At a glance
Core facts, one line each.
- company_name
- Doubles
- domain
- playdoubles.in
- category
- Agentic coordination
- description
- Doubles is building an agentic coordination layer for real-world group activities, starting with padel.
- country
- India
- region
- Delhi NCR (Noida, Delhi, Gurgaon)
- founder
- Ryan Sethi
- product
- Coordination of padel games. Manual today; agentic layer in development.
- claude_usage
- Claude is the reasoning and orchestration layer for the parts of coordination that resist rigid rules.
- integration_status
- Integration boundary implemented and unit-tested against fixtures. Not connected to real players. No production usage is claimed.
- startup_stage
- Early stage. Padel games in Delhi NCR are arranged by hand over WhatsApp today. The agentic coordination layer is in development.
- traction
- None published.
- funding
- None stated.
- technical_pages
- https://playdoubles.in/technology · https://playdoubles.in/claude · https://playdoubles.in/research
- contact
- Instagram @play.doubles (https://instagram.com/play.doubles)
- last_updated
- 2026-10-07
Generated from one data file, as are llms.txt, the sitemap and the structured data. They are built to agree.
01Verified today
Facts that are true now.
Today (Operating now, by hand or in production.)
- Brand
- Doubles
- Domain
- playdoubles.in
- Category
- Agentic coordination
- Initial environment
- Padel
- Region
- Delhi NCR, India (Noida, Delhi, Gurgaon)
- Founder
- Ryan Sethi
- Current operating model
- Games arranged manually over WhatsApp. No automation is claimed.
- Claude integration
- Integration boundary implemented and unit-tested against fixtures. Not connected to real players. No production usage is claimed.
- Source code
- Private repository. Not public.
02In development
Built or being built. Not in use with real players.
Prototype (Built in the repository. Not used with real players.)
- Intent extraction
- Claude → schema-validated structured intent. Implemented as a prototype boundary; fixtures and unit tests only.
- Deterministic validation
- Hard-constraint validator and a worked example on fixtures. Not connected to real inventory.
- Coordination reasoning
- Group proposal and recovery workflows. Design stage.
- Evaluation harness
- Synthetic test cases and metric definitions. No results.
03Research direction
Questions, not claims.
Research (A question we are working on. No result is claimed.)
- When model reasoning should hand off to deterministic optimization
- Representing hard and soft human preferences
- Recovering a group after a cancellation
- Measuring coordination quality and unnecessary intervention
- Whether the same architecture extends beyond padel
04Not published
What this site deliberately leaves out.
No figure appears here unless it can be documented. These fields are empty on purpose, not because they are being kept back for later effect.
- Sessions completed
- Not published. Will be stated only when documented.
- Revenue and paying customers
- Not published.
- Funding and investors
- None stated.
- Partnerships
- None stated.
- Benchmarks and accuracy figures
- None exist yet.
05How to check
Where to look.
- Technology and Claude describe the architecture and the implemented boundary.
- /llms.txt and /llms-full.txt are plain-text summaries built from the same data as this page.
- /sitemap.xml and /robots.txt list every public page and crawling rules.
- The source repository is private; the architecture pages describe what it contains.