# Cloptima Aiolum story: https://aiolum.com/story/cloptima/ · added 2026-11-12 · updated 2026-11-12 **In short.** Cloptima (AI gateway with guardrails and LLM cost control, India): Free plan and three paid self-serve plans live, November 2026. Evidence grade E: no revenue figure was checked. Team: 1 founder named; headcount not published. Launched October 2025; still running. AI gateway with guardrails and LLM cost control · India · AI-native · solo founder · still running · group: Tools for using AI models - Outcome: Free plan and three paid self-serve plans live, November 2026 (evidence grade of the headline number: E; no revenue figure) - Launch: October 2025; months from launch to the outcome: 13 - Team: 1 founder named; headcount not published - Outside funding: None found - Main factor: Domain expertise - Meters, 1 to 4: evidence strength 1, copyable pattern 2, capital needed 2 - Tags: AI-native, Solo founder, Bootstrapped, Running, B2B, Developer tools Links: - Visit cloptima.ai: https://cloptima.ai/ - Product Hunt: https://www.producthunt.com/products/cloptima **The product.** A gateway that sits between a company's software and the AI model providers. Every model call passes one checkpoint that applies the company's rules. It hides personal data, stops a call when a budget is used up, and records the cost per team and app. The company keeps its own provider keys and changes only the base address in its code. **Why it worked.** The founder came from running platform teams, and the product turns a platform team's job into a layer for AI calls. The company's own pages say he led cloud and data platforms at Truecaller and Flipkart. Cloptima was a cloud cost tool with an early-access page in October 2025. By June 2026 its home page also offered control of LLM spend. The home page read on 12 November 2026 no longer mentions cloud cost. Evidence grades: A = disclosed by a public company, a filing or a payment processor, or verified by one; B = two or more independent reports agree, or a journalist confirmed it; C = a founder claim that no one else verified; D = reported, not verified: one founder claim or a third-party estimate with no second source; E = no revenue figure found, so the headline is a non-money fact and the other facts carry their own grades; calc = computed on this page from graded facts. ## Summary Cloptima sells an AI gateway: a server that receives a program's calls to AI models and passes them on to the provider. It adds guardrails, which are checks that remove secrets and personal data from a prompt before it leaves. It also sets hard budgets, which stop a call once a spending limit is reached. The company calls the cost side LLM FinOps: the practice of tracking and controlling what large language models cost. The company's about page names one founder, Rahul Agarwal, and the terms of service name Cloptima Technologies in Bangalore, India. The earliest trace of the domain is a redirect that the Internet Archive recorded on 23 October 2025. At that time the page offered early access to a cloud cost tool. Archive copies show that LLM spend control and the gateway were added in 2026. No revenue figure was found, and this story is grade E. A free plan and three paid plans with listed prices are on sale, and each paid plan has a sign-up link and a checkout step. The company states that these plans exist. No source says that a customer has paid, and no customer count is published. ## Why did Cloptima work? ### The founder had run cloud platforms at Truecaller and Flipkart The company's about page says he led cloud and data platforms at Truecaller and Flipkart. It says he ran the team that answers for reliability, security and spend. His own site adds Yahoo and Visa. The about page says Cloptima gives platform teams that same control over every AI model call. ### It added LLM spend control to a cloud cost product in 2026 A copy from October 2025 sells cloud cost savings. A copy from June 2026 also offers LLM spend control. The company's later pages describe budgets and cost attribution for model calls. ### A free plan leads to three self-serve paid plans The free plan allows 10,000 LLM events a month and needs no credit card. The company lists three paid plans that start with checkout. The company states that a team can move up when it needs more members or events. ## How it was built These details come from the company's own pages, so they are grade C. - The gateway accepts calls in the OpenAI format. A team changes the base address in its code and adds a header that names the app. - Each call passes identity, policy, guardrail, budget, cache, routing and ledger steps before the provider sees it, as the home page shows. - The company states that provider keys are encrypted at rest, or the team can use managed credits. It also states that the gateway can run inside the team's own network. - Managed safety scans send prompt text to Azure AI Content Safety, AWS Bedrock Guardrails or Google Model Armor, as the security page states. - The gateway and console are hosted in US West, as the security page states. - Agents can read the site as markdown, and a command line tool and an MCP server give scoped access to spend data. Sources: [3, 12, 2] ## Who tried this before Cloptima, and why did they fail? Three companies in our database of failed startups sold developer infrastructure that a team routes its work through, and all three closed. The values below are from that database and are not independently verified. The failed startups come from our database of dead startups, retold here in our own words; Its entries are AI-assisted summaries of public sources, so they carry no evidence grade. ### WunderGraph (2020 to 2024; funding US$3M; cause: Monetization) - Promise: A gateway that joins many APIs into one typed interface for developers. - Why it died: The record names an open-source model that did not turn into revenue and cash that ran out. The gateway market was crowded. - Record: ### Streamdal (2020 to 2023; funding US$7M burned; cause: Competition) - Promise: Live monitoring of streaming data pipelines for engineers. - Why it died: The record names a crowded market with large incumbents. A solid product did not win against them. - Record: ### CodeSee (2020 to 2024; funding US$10M; cause: Monetization) - Promise: Automatic maps of a codebase for developers. - Why it died: The record says customers did not value it enough to pay. It calls the product a vitamin when the market wanted a painkiller. - Record: ## What changed The three predecessors sold a developer tool whose value was hard to count in money. Cloptima's pitch is a number: what a model call costs and what a budget blocked. A buyer can compare that number with the monthly provider invoice. The market is also crowded now. The company's own site has compare pages against LiteLLM, Portkey, Helicone, Langfuse, OpenRouter and Cloudflare AI Gateway. Cloptima has to win on how fast a team can start and on how much a platform team trusts it. ## Can one person copy Cloptima now? **Verdict: The structure, yes. The market is crowded.** A founder who has run platform teams can build the control layer that those teams want for AI calls. The structure is a free plan, three listed prices and a one-line code change. No source shows that it earns money yet, so a reader should not copy it as a proven business. 1. Pick a job that a platform team already owns and that AI calls now break, such as spend, data leaks or key sprawl. 2. Make the first step one changed line, so a team can test it in an afternoon. 3. List the prices on the page and give each paid plan its own sign-up link. 4. Keep the free plan small enough that a real team needs the next one. **What is still open.** Other jobs that platform teams own and that agents now break: tool permissions, run limits, audit records and approval steps. ## How much revenue does Cloptima make? The numbers, graded A free plan and three paid plans with listed prices in November 2026, from the company's own pages. No revenue, customer count or funding figure was found | Fact | Value | Grade | Note | Sources | |---|---|---|---|---| | Earliest trace of the company | 23 October 2025 | C | The Internet Archive's first record of cloptima.ai is a redirect on that date. An earlier start was not found, so the real start may be before this date. | [6, 15] | | Earlier product, same company | A cloud cost tool with an early-access page | C | A copy from 24 October 2025 reads "Get Early Access 100+ companies reserved • 90-day free trial at launch" and sells cloud cost savings. | [6] | | LLM spend control added to the home page | by 13 June 2026 | C | The page title that day was "Cloptima — Cloud and LLM FinOps Intelligence". A copy from 10 May 2026 shows cloud cost only. | [7, 8] | | Paid plans on the pricing page | US$49, US$249 and US$999 a month, plus a free plan | C | Company pricing page, 12 November 2026. Enterprise is "Custom". A copy from 8 August 2026 listed US$49, US$149 and US$499 under a "Limited Time Price" label. | [1, 9] | | Way to buy a paid plan | Sign-up link per plan and a checkout step | C | The plan buttons link to /signup?plan=ai_starter and similar. The page says "Starter, Pro, and Growth start with checkout." No payment processor is named. | [1] | | Billing terms | Billed monthly or annually, non-refundable | C | Terms of service, last updated 4 November 2026: "Paid plans are billed monthly or annually." | [4] | | Product Hunt launch | 6 November 2026, 61 points, day rank 48 | C | Product Hunt's own page. The product page lists 22 followers. The maker's comment is signed as the founder. | [5] | | Founder | Rahul Agarwal | C | The about page and the maker comment on Product Hunt name him. His own site lists work at Yahoo, Visa, Flipkart and Truecaller. | [2, 5, 14] | | Team size | not published | C | The about page names one person. The site speaks of "the founders" in plural, so the founding team may be larger than one. | [2, 3] | | Company entity | Cloptima Technologies, Bangalore, India | C | Terms of service, 4 November 2026. | [4] | | Customers named by the company | One named company and one renamed company | C | The customers page names Adster, Inc. and a second company with a changed name. No customer count is given. A copy from 17 April 2026 named no customer. | [10, 18] | | Funding | none found | C | No round, investor or accelerator was found in the pages read. The company offers an own startup program to others. | [13] | How to read this table. Every value is grade C: the company's own page or a copy of it in the Internet Archive. No payment processor, press article or buyer confirms any of it. The Product Hunt row comes from Product Hunt's own page. ## Pricing Cloptima prices read on the company's pricing page on 12 November 2026 (grade C) | Plan | Per month, billed yearly (US$) | Per month, billed monthly (US$) | Limit | |---|---|---|---| | AI Developer | | 0 | 10,000 events, 1 member | | AI Starter | | 49 | 100,000 events, 5 members | | AI Pro | | 249 | 1,000,000 events, 15 members | | AI Growth | | 999 | 5,000,000 events, 50 members | | Enterprise | | custom | negotiated limits, SSO | Plans are priced by the number of LLM events a month, which are the model calls that the gateway records. Extra events cost US$12, US$10 and US$8 per 100,000 on the three paid plans. The page offers annual terms only through the founders, so the yearly column is empty. Paid plans include one-time starter credits for model calls. ## When did Cloptima launch, and how did it grow? Timeline From a cloud cost tool with an early-access page to an AI gateway with paid plans, in 13 months. Each entry carries its grade. - **23 October 2025** (grade C [6, 15]): The first record of cloptima.ai in the Internet Archive. A copy the next day offers early access to a cloud cost tool. - **13 June 2026** (grade C [8]): The home page now offers to govern LLM spend before it happens, next to the cloud cost tool, with a 30-day trial. - **8 August 2026** (grade C [9]): The pricing page lists AI plans from US$49 a month and cloud plans, each with a sign-up link. - **5 and 26 October 2026** (grade C [11]): The blog index shows many articles dated 5 October and a launch post for Duet, an AI teammate in Slack, dated 26 October. - **4 November 2026** (grade C [4, 17]): The terms of service and the privacy policy are updated, and both name the AI gateway. - **6 November 2026** (grade C [5]): Launch on Product Hunt: 61 points and day rank 48. The founder posts the launch comment. ## What could go wrong for Cloptima? - **What is not verified.** No revenue figure, customer count or funding figure was found. The company states that the plans are on sale, but no source says that a customer paid. A reader could look for a payment-processor profile, a founder interview or a press article that names paying customers. The site says "the founders" but names one founder, so the team size is also not verified. - **Earlier product and an unknown start.** The company began as a cloud cost tool by October 2025, and the AI gateway came later in 2026. The Internet Archive's first record is from 23 October 2025, so the true start may be earlier. The story counts the product from October 2025. - **Customer claims come from the company.** No outside source confirms any customer claim on the site. The home page shows two quotations. One is from a head of AI engineering with no company named, and it states a 38% lower model bill. The other is from a CTO at Adster, Inc. A copy from 10 May 2026 showed a different quotation from the same CTO, about the cloud cost tool. The customers page shows a "Trusted by" row with two labels that are not company names: "Stealth AI" and "Midsize AI SaaS". It also shows a second company whose name was changed at its request. A copy of that page from 17 April 2026 showed three case studies with no company names, all about cloud cost. One of them stated a 38% cost reduction. The customers page shows 99.9% uptime and 30-40% typical cost reduction. The early-access page of October 2025 already showed "30-40%" as average savings and "100+" reserved spots. The home page also shows counters, such as 221+ models and p95 up to 13ms. - **Prices rose during 2026.** A copy from 8 August 2026 listed US$49, US$149 and US$499 a month as a limited-time price for the three plans. The pricing page of 12 November 2026 lists US$49, US$249 and US$999. The page now also offers an own startup program with six months of the top plan, as the startups page states. ## Sources 1. Cloptima pricing page, read 12 November 2026 — https://cloptima.ai/pricing (grade C). Read in full. Source for the plans, the prices, the limits and the checkout statement in the FAQ. 2. Cloptima about page, read 12 November 2026 — https://cloptima.ai/about (grade C). Read in full. Source for the founder's name and his earlier work, and for the product's stated aim. 3. Cloptima home page, read 12 November 2026 — https://cloptima.ai/ (grade C). Read in full. Source for the request-path steps, the two quotations, the counters and the Duet announcement. 4. Cloptima terms of service, last updated 4 November 2026 — https://cloptima.ai/terms (grade C). Read the sections on the contracting entity and on subscription and billing. 5. Product Hunt: Cloptima, AI Gateway, Guardrails & LLM FinOps — https://www.producthunt.com/products/cloptima (grade C). Read in full on 12 November 2026. Source for the launch date, the points, the rank and the maker's comment. 6. Internet Archive copy of the Cloptima early-access page, 24 October 2025 — http://web.archive.org/web/20251024001619/https://www.cloptima.ai/earlyaccess (grade C). Read in full. Shows the cloud cost tool with early access and a planned free trial. 7. Internet Archive copy of the Cloptima home page, 10 May 2026 — http://web.archive.org/web/20260510020001/https://cloptima.ai/ (grade C). Read the top sections. Shows cloud cost only and a 30-day trial. 8. Internet Archive copy of the Cloptima home page, 13 June 2026 — http://web.archive.org/web/20260613121642/https://cloptima.ai/ (grade C). Read the top sections. Shows LLM spend control added next to the cloud cost tool. 9. Internet Archive copy of the Cloptima pricing page, 8 August 2026 — http://web.archive.org/web/20260808132021/https://cloptima.ai/pricing (grade C). Read in full. Source for the earlier plans, the limited-time prices and the sign-up links. 10. Cloptima customers page, read 12 November 2026 — https://cloptima.ai/customers (grade C). Read in full. Source for the named company, the renamed company and the stated uptime and savings. 11. Cloptima blog index, read 12 November 2026 — https://cloptima.ai/blog (grade C). Read the list of articles and their dates. No article was read in full. 12. Cloptima security page, read 12 November 2026 — https://cloptima.ai/security (grade C). Read in full. Source for the hosting region and the managed safety scan services. 13. Cloptima startups page, read 12 November 2026 — https://cloptima.ai/startups (grade C). Read in full. Source for the startup program and the Vertex AI credits. 14. Rahul Agarwal's personal site — https://rahul67.com/ (grade C). Read in full. Source for his earlier employers. The site states them without a date. 15. Internet Archive capture list for cloptima.ai, read 12 November 2026 — http://web.archive.org/cdx/search/cdx?url=cloptima.ai&matchType=domain&limit=15&fl=timestamp,original,statuscode&collapse=timestamp:6 (grade C). Read the list of capture dates. The first is 23 October 2025. 16. Database of failed startups, local export — /method/#dead (grade C). Record pages read on 12 November 2026. AI-assisted summaries, not independently verified. Source for the failed predecessors. 17. Cloptima privacy policy, last updated 4 November 2026 — https://cloptima.ai/privacy (grade C). Read the date and the first section, which names the AI gateway. 18. Internet Archive copy of the Cloptima customers page, 17 April 2026 — http://web.archive.org/web/20260417001913/https://cloptima.ai/customers (grade C). Read in full. Shows three case studies with no company names, all about cloud cost. Contact: aiolum@livyden.com. Run Cloptima? Send corrections or a verified figure to aiolum@livyden.com (subject: Correction: Cloptima).