StartupHub.ai · Jul 2026
External analysis of Moda's product positioning, competitive landscape, and trace-to-fix architecture for AI agents.
Public company, workplace, funding, and market signals
Updated Jul 29, 2026
Moda (YC W26) is a San Francisco-based startup building a continual-learning / observability layer for AI agents: it ingests production traces, diagnoses failure causes, generates reviewable fixes, and validates them against historical runs. Public sources mostly place the company at about $500K raised; one LinkedIn-derived company snippet reports $625K, so funding figures are somewhat inconsistent across public directories.
Primary product
Continual-learning / observability layer for AI agents
Founded
2025
Headquarters
San Francisco, California, United States
Team size
1-10 employees
Industry
Technology, Information and Internet
Sub-industry
AI agent observability / monitoring and reliability
Offices
0 jobs at Moda
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Business model
Stage
Seed
Total raised
$500K
Latest round
Seed · Mar 2026
Latest amount
$500K
Mar 2026 · Pioneer Fund
Jan 2026 · Y Combinator
Investors
Pricing
Not publicly disclosed; demo-led enterprise sales.
Differentiators
Technology
Customers
Competitors
StartupHub.ai · Jul 2026
External analysis of Moda's product positioning, competitive landscape, and trace-to-fix architecture for AI agents.
Moda · May 2026
Customer story showing Moda helping Octolane analyze 43,000 chat sessions and ship five product fixes from real user behavior rather than guesswork.
Moda · May 2026
Product post introducing behavioral cohorts and a CLI workflow for understanding churn, intent, and user patterns from agent conversations.
Moda · Apr 2026
Infrastructure post describing the segmentation, summarization, clustering, labeling, and tracking pipeline behind Moda's analysis workflow.