# NovaFlow Aiolum story: https://aiolum.com/story/novaflow/ · added 2026-11-12 · updated 2026-11-12 **In short.** NovaFlow (AI data analyst for biology labs, USA): Self-serve paid plans on sale, November 2026. Evidence grade E: no revenue figure was checked. Team: 4 people, Y Combinator Summer 2025. Launched July 2025; still running. AI data analyst for biology labs · USA · AI-native · team of 2 to 10 · still running · group: Documents, data and slides - Outcome: Self-serve paid plans on sale, November 2026 (evidence grade of the headline number: E; no revenue figure) - Launch: July 2025; months from launch to the outcome: 16 - Team: 4 people, Y Combinator Summer 2025 - Outside funding: Backed by Y Combinator, BioRender and FCVC; no amount stated - Main factor: Domain expertise - Meters, 1 to 4: evidence strength 1, copyable pattern 2, capital needed 2 - Tags: AI-native, Small team, Funded, Running, B2B, Biotechnology Links: - Visit novaflow.ai: https://www.novaflow.ai/ **The product.** A web app in which a biologist uploads experiment data, asks questions in plain English and receives analysis code, plots and a cited report. It targets labs that wait weeks for a bioinformatician to run the analysis. **Why it worked.** One of the two founders was a computational biologist who saw labs wait for analysis. The company says its software plans, generates and runs bioinformatics workflows for the lab. The company's pricing page lists plans at US$20 and US$200 a month. 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 NovaFlow is an AI data analyst for biology labs. Bioinformatics is the use of code and statistics to analyse biological data such as gene activity in cells. The user uploads data and describes the experiment. NovaFlow writes and runs the code, and returns plots, a report and a notebook. The Y Combinator page lists the company as founded in 2025, in the Summer 2025 batch, with a team of 4. Amulya Balakrishnan is listed as Founder and CEO. The launch post says the other founder was a computational biologist who saw labs spend heavily on analysis. The product first appeared on another domain, as a waitlist page in July 2025. No revenue figure was found, so this is a grade E story. The company's pricing page lists a free plan, a Pro plan at US$20 a month and a Max 20x plan at US$200 a month. It was read on 12 November 2026. No source says that a customer has paid. ## Why did NovaFlow work? ### A computational biologist founded it after seeing labs wait The launch post says one founder worked as a computational biologist and saw colleagues wait for analysis. That is the company's own account, and no source checks it. ### The product runs the analysis code instead of the analyst The company describes a workflow with several steps. It checks the data, reviews literature and asks the user to approve a plan. It then runs R and Python and returns a cited report. Every plan includes all steps. ### Plans differ only in how much usage they include Free, Pro and Max 20x run the same workflow. A user who reaches the limit pauses until the next billing month or upgrades. This is a usage-based price, not a feature-based one. ## How it was built These details come from the company's own pages. They are grade C. - A web app at app.novaflow.ai with a sign-in page. Its public pages are built with Next.js, which the page code shows. - The product writes and runs Python and R code. It exports notebooks, according to the pricing page and the launch post. - The services page also lists a command-line tool, analysis portals and a standalone engine for a lab's own infrastructure. - Demos are booked through a Calendly link. The blog is on Substack. Sources: [2, 4, 8, 1] ## Who tried this before NovaFlow, and why did they fail? Three companies in our database of failed startups tried to sell data analysis or computational biology as a product. The values below are from that database, read on 12 November 2026, 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. ### Spotlight Bio (2018 to 2025; funding US$40M; cause: Business model) - Promise: A platform that uses genomics and computation to find drug targets. - Why it died: The record says predictions without wet-lab validation proved hard to turn into a business. - Record: ### DataNitro (2012 to 2015; funding US$120K; cause: Competition) - Promise: Run Python scripts inside Excel for data analysis. - Why it died: The record says the design of Excel limited the product. It adds that Python built into Excel by Microsoft made the product obsolete. - Record: ### Cambridge Cancer Genomics (2017 to 2020; funding US$15M; cause: Regulation) - Promise: Genomic sequencing and machine learning to tailor cancer therapies. - Why it died: The record names slow adoption in health care and regulatory challenges. - Record: ## What changed Each predecessor sold either a hard science platform or a tool inside someone else's product. NovaFlow sells a general analysis workflow to labs that already hold the data. The sources do not show whether labs pay for it. The difference is the way the work is done. A language model writes the analysis code, so the lab does not wait for an analyst. The company claims this saves time, and no source tests the claim. ## Can one person copy NovaFlow now? **Verdict: The idea, yes. The business is not proven.** A narrow analysis task that experts do slowly can be turned into a usage-priced software plan. No source shows that NovaFlow has paying customers yet. Copy the structure, and check demand first. 1. Pick one expert task with a long wait, such as the analysis of lab data. 2. Show the full workflow on the free plan, and sell more usage. 3. Publish prices and a way to upgrade, so a buyer needs no call. **What is still open.** Other fields where specialists run code for researchers: chemistry, imaging, clinical data and materials. ## How much revenue does NovaFlow make? The numbers, graded A company with paid plans on sale and no revenue figure. Team, batch and start year come from the Y Combinator page and from a July 2025 copy of an older product page | Fact | Value | Grade | Note | Sources | |---|---|---|---|---| | Company start | 2025 | C | The Y Combinator page says "Founded: 2025". A copy of the older product page from 24 July 2025 shows the same product as a waitlist. | [1, 5] | | Y Combinator batch | Summer 2025 | C | Y Combinator company page, read 12 November 2026. Status on that page: Active. | [1] | | Team size | 4 people | C | Y Combinator page, "Team Size: 4". The page lists one active founder by name. | [1] | | Founder named by a source | Amulya Balakrishnan, Founder/CEO | C | Y Combinator page. The launch post on that page names a second founder by first name only. | [1] | | Plans on sale, November 2026 | Free, Pro, Max 20x and Enterprise | C | Company pricing page. The Pro and Max buttons lead to the sign-in page of the app. The FAQ says a plan is changed in Settings in the app. | [2] | | Price of Pro and Max 20x | US$20 and US$200 a month | C | The company's pricing page states these prices. Max 20x includes 20 times the usage of Pro. | [2] | | Price on the July 2025 waitlist page | Individual plan, US$75 a month | C | The company's page of 24 July 2025, read in a Wayback copy. Its button said "Join waitlist". | [5] | | Users named by the company | researchers at UCSF, Mount Sinai, UC Berkeley and Harvard | C | The Y Combinator launch page says researchers there "are already using" the product. It does not say they pay. | [1] | | Counters on the home page | 12+ hours saved a week, 40% faster, 2.4M+ data points | C | Company home page, no source or date given for the counters. | [3] | | Outside backing | Y Combinator, BioRender and FCVC | C | The home page says "Backed by Y Combinator BioRender FCVC + more". No amount is stated. | [3] | How to read this table. Grade C is a statement by the company or by its Y Combinator profile. No value is verified by a payment processor, a buyer or the press. ## Pricing NovaFlow plans as the company's pricing page showed them on 12 November 2026 (grade C) | Plan | Per month, billed yearly (US$) | Per month, billed monthly (US$) | Limit | |---|---|---|---| | Free | 0 | 0 | standard monthly usage | | Pro | | 20 | more usage than Free | | Max 20x | | 200 | 20 times the usage of Pro | | Enterprise | | custom | custom limits, security review, dedicated contact | The page states prices per month and no yearly discount. Every plan runs the same workflow; plans differ in monthly usage. Enterprise adds custom limits and a security review. ## When did NovaFlow launch, and how did it grow? Timeline From a waitlist page in July 2025 to paid plans on a new domain by November 2026. Each entry carries its grade. - **2025** (grade C [1]): Company founded, according to the Y Combinator page. It joins the Summer 2025 batch. - **24 July 2025** (grade C [5]): The older product page shows an Individual plan at US$75 a month with a waitlist button, and Labs and Enterprise plans on request. - **18 November and 8 December 2025** (grade C [6]): Copies of the novaflow.ai domain show another company's documentation site, not this product. - **4 June 2026** (grade C [8]): The newest of three blog posts on the company blog is dated this day. - **12 November 2026** (grade C [2, 3]): novaflow.ai shows the product, a pricing page with Pro at US$20 a month and Max 20x at US$200 a month, and the "© 2026 NovaFlow" footer. ## What could go wrong for NovaFlow? - **What is not verified.** No revenue figure was found. No source states that a customer has paid for a plan. Looked for: a payment-processor profile, a founder interview, press, a case study and the terms of service. A reader could ask the company for paid users. - **Logo wall and counters have no source.** The home page shows 11 logos under "Trusted by Researchers at leading institutions": nine universities and medical centres and two companies. It names no customer in text and gives no date. The counters of 12+ hours, 40% and 2.4M+ also have no stated basis. The waitlist page of July 2025 showed three testimonials from named researchers. The current site shows none of them. - **Software and services are mixed.** The home page says the product combines software with "an expert scientific team". The services page offers consultation, custom pipeline work and a standalone engine. The pricing page sells only software plans. - **The domain had earlier owners.** Before this product, novaflow.ai showed a website template for image generation in 2024. In November and December 2025 it showed the documentation of another company, Nova Cognitive Systems LLC. The product used an older domain in July 2025. ## Sources 1. Y Combinator company page: Novaflow, The AI data analyst for biology labs — https://www.ycombinator.com/companies/novaflow (grade C). Read in full on 12 November 2026. Source for founding year, batch, team size, the named founder and the launch post. 2. NovaFlow pricing page — https://www.novaflow.ai/pricing (grade C). Read in full on 12 November 2026. Source for the plans, the prices, the usage rules and the upgrade path. 3. NovaFlow home page — https://www.novaflow.ai/ (grade C). Read in full on 12 November 2026. Source for the product, the counters, the logo wall and the backers. 4. NovaFlow services page — https://www.novaflow.ai/services (grade C). Read in full on 12 November 2026. Source for the services, the command-line tool and the standalone engine. 5. Wayback copy of novaflowapp.com, 24 July 2025: Novaflow - AI Bioinformatics Analysis — http://web.archive.org/web/20250724214103/https://www.novaflowapp.com/ (grade C). Read the text of the page. Source for the waitlist, the Individual plan and the start in 2025. 6. Wayback copies of novaflow.ai, 18 November and 8 December 2025 (Nova Cognitive Systems LLC) — http://web.archive.org/web/20251208065108/https://novaflow.ai/ (grade C). Read both copies in full. Source for the earlier owner of the domain. 7. Wayback copies of novaflow.ai, 30 August and 24 December 2024 — http://web.archive.org/web/20240830084905/https://novaflow.ai/ (grade C). Read the start of both copies. Source for the website template shown in 2024. 8. NovaFlow blog index — https://www.novaflow.ai/blog (grade C). Read in full on 12 November 2026. Source for the three posts, the Substack link and the post dates. 9. Database of failed startups, local export — /method/#dead (grade C). Record pages read on the website on 12 November 2026. AI-written summaries, not independently verified. Source for the predecessors. Contact: aiolum@livyden.com. Run NovaFlow? Send corrections or a verified figure to aiolum@livyden.com (subject: Correction: NovaFlow).