Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $38M Series B (Mar 2026) led by Bain Capital Ventures and Hara Global. $139M valuation. 20,000 orders/day, 4x growth in 4 months. Owns its kitchens — not a marketplace.
Swish is a vertically integrated 10-minute food delivery company in Bengaluru, India that owns its entire stack — kitchen operations, food preparation, app, and last-mile delivery within 1km radii — rather than operating as a marketplace connecting third-party restaurants. The company raised $38 million in Series B financing in March 2026 led by Bain Capital Ventures and Hara Global at a $139 million valuation, having grown from 5,000 to 20,000 orders per day in just four months.
OpsLevel is a developer portal and service catalog for tracking service ownership, maturity scorecards, and production readiness across microservices.
OpsLevel is a developer portal platform that gives engineering organizations visibility into the services they operate, who owns them, and how mature they are relative to internal engineering standards. At its core, OpsLevel maintains a service catalog that maps every microservice, repository, and infrastructure component to a team owner, populating metadata automatically from integrations with GitHub, GitLab, PagerDuty, Datadog, and cloud providers. This catalog becomes the authoritative source of truth for answering questions like who to contact about a service, what tier of reliability it requires, and what dependencies it has — questions that are often unanswerable at engineering organizations that have grown past the point where everyone knows everything.
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