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Startup Deep Dive : Composio — its first product failed with a paying customer before it hit 100 million weekly AI actions

The Invincible India Startup Deep Dive featured graphic for Composio.

Composio’s tools now handle more than 100 million AI-agent actions every week, as of September 2026 (Composio). The platform that got there almost did not exist: its founders’ first attempt at solving the same problem landed a paying enterprise customer within months, then quietly failed anyway.

That contradiction — real customer, real money, wrong product — is the hinge of this story. Composio, a developer-infrastructure company that lets AI agents connect to and act on hundreds of everyday business tools, had to throw away its first product before it built the one that Lightspeed Venture Partners backed with a $25 million Series A in July 2025 (PR Newswire; SiliconANGLE, July 2025).

Quick facts

Company Composio (legal entity: Sampark Inc)
Founded 2023 (June 2023), San Francisco and Bengaluru
Founder(s) Soham Ganatra (CEO) and Karan Vaidya, both IIT Bombay alumni
Businesses Developer platform connecting AI agents to external software: toolkits, managed authentication, triggers, code execution and MCP (Model Context Protocol) servers
Latest disclosed revenue Company describes it as “seven-figure” as of July 2025 (Composio, via PR Newswire); an independent estimate puts it near $2 million for 2025 (GetLatka)
Latest profit/loss Unprofitable as of 2026; prioritising product development over margins, per the company (Forbes India, 2026)
Listed Private — not listed on any exchange
Market value / last valuation Not publicly disclosed by the company; $29 million raised in total as of July 2025 (PR Newswire, YourStory)
Key shareholders / CEO CEO Soham Ganatra; investors include Lightspeed Venture Partners, Elevation Capital, Together Fund, and angels Guillermo Rauch (Vercel) and Dharmesh Shah (HubSpot)

What they do

Composio sells picks and shovels for the AI-agent boom. When a company builds an AI agent that is supposed to read a Gmail inbox, file a Jira ticket, update a Salesforce record or push code to GitHub, someone has to handle the unglamorous plumbing underneath: authentication, API schemas, rate limits, retries and error handling, all rebuilt for the way a large language model calls a tool rather than the way a human clicks a button. Composio packages that plumbing as a hosted layer — what it calls toolkits — covering more than 1,500 apps as of September 2026 (Composio.dev), with its open-source repository separately advertising 1,000-plus toolkits and over 30,000 GitHub stars (composiohq/composio, accessed September 2026). Its customers are developers and engineering teams building AI agents, ranging from solo builders on the free tier to enterprises such as Glean, Zoom, AWS-adjacent tooling teams and Arizona State University, per the customer logos Composio lists on its own site (Composio.dev, September 2026).

The origin

Soham Ganatra was not a first-time founder when Composio started. He had already built a chatbot company for banks soon after graduating from IIT Bombay around 2016-17, and had been an early employee at Bureau, a fraud and risk-data startup, before striking out again (Forbes India, 2026). He and Karan Vaidya had known each other since a physics olympiad camp, and later became roommates at IIT Bombay; both had spent time in engineering roles built around integrations, including stints at companies such as Nirvana and Rubrik, before deciding to found something together (Lightspeed Venture Partners, July 2025).

The insight that eventually became Composio was mundane on its face: integrations eat a disproportionate share of engineering time. Ganatra has said that wiring one system to another can consume a third or more of a product team’s effort, and that the work rarely feels rewarding to the engineers doing it (Composio blog, July 2025; Forbes India, 2026). What made 2023 the right moment to act on that observation was the trajectory of code-generation models — even the clumsy early versions suggested that software talking to software was about to change shape, and the founders wanted to be the layer that change ran through.

The struggle years

The company’s first attempt did not survive contact with the market. After raising roughly $4 million in seed funding, Ganatra built an AI-powered auto-integration product and, through a warm introduction, landed Glean — a real enterprise customer willing to pay six figures — early in the company’s life. It took about six months of building before the flaw became obvious: a friendly, well-intentioned customer does not tell a founder that a product does not work. Glean offered polite suggestions instead of the blunt rejection the product needed to hear, and Composio burned half a year chasing a signal that was never real (The Product Market Fit Show, September 2025).

The pivot that followed was not an immediate rescue. In mid-2023, while the team experimented with building coding agents, they hit a more specific wall: connecting an AI agent to real tools such as Gmail or Salesforce was unreliable and barely documented, because nobody had designed those integrations for how a model calls a function rather than how a person clicks through a form. That became the new product. But the company’s next stretch was slow, not sudden — Composio picked up its first 1,000 developers through technical Reddit posts and 10 to 20 cold calls a day with only about ten integrations live, and then growth went flat. From late 2023 through roughly August 2024, usage barely moved, because the large language models of the day were not yet reliable enough to run real production agents (The Product Market Fit Show, September 2025).

The turning point

The inflection arrived in two waves rather than one dramatic event. The first was external: model quality crossed a threshold around September 2024, and developers who had been kicking the tyres on agent frameworks started shipping them for real, which finally moved Composio’s own numbers (The Product Market Fit Show, September 2025). The second was structural: when Anthropic’s Model Context Protocol emerged as a common standard for connecting AI systems to external tools, Composio built native MCP support early, and adoption compounded on top of the first wave.

The scale of the swing is the clearest way to see it. Composio had picked up its first thousand developers through manual outreach in late 2023; by July 2025 it had crossed 100,000 developers, was processing millions of tool-call requests daily, and closed a $25 million Series A round in a reported two to three weeks once it went out to investors (PR Newswire, July 2025; The Product Market Fit Show, September 2025). By 2026 the company put that figure at more than 200,000 developers and over 100 million tool calls a week (Forbes India, 2026; Composio.dev, September 2026) — the same number that opens this piece, and the number the six-month failure of 2023 nearly foreclosed.

The money behind it

Composio has raised money in two disclosed rounds, taking total funding to $29 million (about ₹278 crore, at $1 ≈ ₹96.0 as of 18 September 2026, Trading Economics) as of July 2025:

Reporting on the exact size and timing of the Series A is not perfectly consistent: most outlets — PR Newswire, SiliconANGLE, YourStory and Entrackr — put it at $25 million and date the announcement to 22 July 2025, while a Forbes India profile refers to a $24 million round closing in March 2025 with the same lead investors. The two accounts likely describe the same financing at different stages of its close; this piece uses the $25 million, July 2025 figure because it is corroborated by the larger number of independent outlets. A separate outlet reported Composio was targeting a roughly $120 million valuation ahead of the round, but Composio has not confirmed a valuation publicly, so that figure is not treated as fact here.

What each lead backer changed: Lightspeed’s cheque came with a thesis that AI agents need a “shared learning layer” that persists knowledge across deployments rather than starting fresh each time, which pushed Composio to add a “skills” system on top of its integrations rather than staying a pure connector business (Lightspeed Venture Partners, July 2025). The seed backers, Elevation Capital and Together Fund, gave Composio the runway to survive its first, failed product and rebuild before it had traction to show for it.

How it makes money

Composio runs a usage-based SaaS model layered on top of a generous free tier, rather than charging per integration built:

The mechanic that people get wrong is treating Composio as an integrations marketplace like Zapier. It behaves more like infrastructure: customers do not pay to “install” a Slack or GitHub connector, they pay for the volume of authenticated, monitored, retried actions their AI agents actually execute through it, which is why usage-based billing rather than per-seat or per-integration pricing sits at the centre of the model.

The numbers

Composio is a private, venture-funded company and does not file or publish audited multi-year revenue and profit figures, so a conventional three-to-four-year revenue and profit/loss table cannot be built from verifiable sources; that gap is disclosed here rather than filled with invented figures. What is verifiable is a run of usage and funding milestones that stand in for a growth curve:

Period Developers on platform Funding raised (cumulative) Other disclosed metric
Late 2023 ~1,000 (first cohort, via manual outreach) ~$4 million (seed) ~10 integrations live
July 2025 100,000+ $29 million (~₹278 crore) Millions of tool-call requests processed daily; “seven-figure” revenue (company-stated)
2025 (full year, estimate) n/a n/a Revenue estimated near $2 million (GetLatka, independent estimate, not company-confirmed)
2026 (as of profile) 200,000+ $29 million (no new disclosed round) 100 million+ tool calls a week; ~25 employees; unprofitable (Forbes India, 2026)

Sources: PR Newswire, July 2025; The Product Market Fit Show, September 2025; GetLatka, accessed September 2026; Forbes India, 2026. Where an outlet’s estimate is unconfirmed by the company, it is labelled as such in the table rather than presented as fact.

Where the money comes from

Composio does not publish a revenue split by geography or customer segment, so the picture below is built from what the company and independent trackers have disclosed about its customer mix and distribution, not from a reported percentage breakdown:

The surprise, to the extent one exists, is how much of Composio’s recent growth is credited not to its own sales motion but to a protocol it does not own. The rise of MCP as an industry-wide standard for connecting AI systems to tools handed Composio a second growth wave for free, according to the company’s own account of its trajectory (The Product Market Fit Show, September 2025) — the same openness that helped it could just as easily help a rival.

The risks

The takeaway

The most transferable lesson in Composio’s record is not about AI agents at all — it is about how founders mistake politeness for validation. Ganatra had a paying customer, a warm introduction and six months of engineering time behind his first product, and none of it was proof the product worked, because Glean was too well-mannered to say so plainly. The company only found its real business once it stopped listening to a friendly account and started noticing an unglamorous, structural problem — tool-calling reliability — that nobody around it had bothered to name. A cheque and a logo are evidence that someone will be polite to you; they are not evidence that you have built the right thing.

Frequently asked questions

What does Composio actually do?

It provides the infrastructure layer that lets AI agents authenticate with and take actions inside everyday business software — sending a Slack message, filing a GitHub issue, updating a CRM record — through a single hosted platform of more than 1,500 pre-built app integrations as of September 2026 (Composio.dev).

Who founded Composio and when?

Soham Ganatra and Karan Vaidya, both IIT Bombay alumni, founded Composio in 2023, operating under the legal entity Sampark Inc, with hubs in San Francisco and Bengaluru (Forbes India, 2025).

How much money has Composio raised, and from whom?

Composio has raised $29 million in total as of July 2025: a roughly $4 million seed round backed by Elevation Capital and Together Fund around its Y Combinator Winter 2024 batch, and a $25 million Series A led by Lightspeed Venture Partners in July 2025, with angel participation from Vercel’s Guillermo Rauch and HubSpot’s Dharmesh Shah, among others (PR Newswire, July 2025).

Is Composio profitable?

No. The company describes itself as unprofitable as of 2026 and says it is deliberately prioritising product development over near-term margins, with disclosed revenue in the low-to-mid seven figures (Forbes India, 2026).

What happened in Composio’s May 2026 security incident?

An attacker used a compromised employee Gmail OAuth token to reach Composio’s internal systems, escalated through an infrastructure-monitoring tool and the company’s own remediation systems, and accessed a subset of customer credentials — about 0.3% of active connections, roughly 5,241 in total, most of them GitHub connections. Composio revoked affected keys within two days and published a full remediation update in September 2026 (Composio, September 2026).

Sources

Figures are as of September 2026. Currency converted at $1 ≈ ₹96.0 as of 18 September 2026 (Trading Economics).

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