Conseal: Product, team and how it was built
Conseal (Desktop app that redacts or anonymizes sensitive data on the user's own computer, United States): Self-serve paid plan on sale, November 2026. Evidence grade E: no revenue figure was checked. Team: Headcount not published; the launch release names one founder and CEO of the operating company, Sprintfour Technologies Inc.. Launched 26 July 2026; still running.Added
- Outcome
- Self-serve paid plan on sale, November 2026
- Evidence
- E no revenue figure was checked
- Launch
- 26 July 2026
- Status
- Still running
- Team
- Headcount not published; the launch release names one founder and CEO of the operating company, Sprintfour Technologies Inc.
- Outside funding
- None found
- Group
- Legal and law firms
- Main channel
- Not stated
What is not verified
No revenue figure was found, and no source says that a customer has paid. The pages read were the home, pricing, terms, privacy and blog pages, the launch release and archived copies of sprintfour.com. The start year of Sprintfour is not stated on any page read. The search service and the Florida company register did not answer the requests made for this page. A reader could look for a state company register entry or a TrustMRR profile. The paid plan rests on a published price, trial and billing terms, and the Stripe line. Checkout was not tried. This story is grade E: the business is real and its product, price and customers are described from public pages, but no revenue figure was checked. Aiolum shows it as an idea worth studying, not as proof that it makes money.
Conseal is a desktop program that finds sensitive information in a document, such as names, account numbers and dates of birth. A user can black it out for good (redact) or replace each value with a label such as [PERSON_1] (anonymize). The labels let an AI chat tool work on the text, and a mapping file on the user's computer restores the real values. The company's launch release says that Conseal runs "lightweight AI models" on that computer.
The seller is Sprintfour Technologies Inc., and the terms say that Conseal is a product of that company. Sprintfour's own website offers a fractional chief technology officer, a product studio and AI strategy to clients. The launch release, which carries the byline Sprintfour, quotes Ash Malepati as founder and CEO of Sprintfour. No page read gives the date when Sprintfour began.
No revenue figure was found, so this story is grade E. The headline is that a paid plan is on sale. The company's pricing page says US$29.99 a month after a 7-day trial, and the privacy policy names Stripe as the payment processor. No source says that a customer has paid.
Why did Conseal work?
Four causes, in the order they mattered. Each one is a reusable lesson.
It starts with lawyers in firms too small for enterprise AI plans
The release says that 7 in 10 lawyers work solo or in firms of 10 or fewer, citing American Bar Association data. It says these lawyers have the same confidentiality duties as large firms. The home page also lists healthcare, finance, HR, consulting and research.
It processes documents on the user's own computer
The home page says that files never leave the machine and that Conseal still works with the internet turned off. The terms say the app connects only to install, to sign in and check the license, and to update. These are the company's claims.
It charges one flat price per device with no page limits
The release says that many redaction tools charge per page or cap documents per month. It describes one plan at US$29.99 per device per month with every feature included. The pricing page lists unlimited operations.
How it was built
These details come from the company's pages and the page source of its website. They are grade B or C. [8, 3, 1, 4]
- The release says Conseal runs lightweight AI models on the user's computer, and the terms say detection, redaction, anonymization and restoration are done locally.
- The home page offers Fast Mode, a single-pass scan, and Intelligent Mode, where the user describes what counts as sensitive. The release calls Intelligent Mode a two-step scan.
- The release says Live Detect works on text in any application. The terms say it uses the computer's accessibility permissions to read text in the apps the user has enabled.
- The page source of the home page shows the Next.js framework and a PostHog provider. The privacy policy says the desktop app sends no usage analytics.
- The privacy policy names Stripe as the payment processor.
Tools named in the sources
Each one opens its page in the Tools tab, with every story that uses it.
Who tried this before Conseal, and why did they fail?
Two companies in our database of failed startups promised to protect organizations from data loss or to bring security to small firms. The values below are from that database and are not independently verified.
ThinAir
The promiseReal-time data loss prevention and insider-threat detection, using algorithms that analyze data access patterns.
Why it diedThe record says ThinAir struggled with product differentiation in a crowded cybersecurity market, against established players.
Sublime Black
The promiseSubscription security audits and threat monitoring for small and medium companies, which large firms could already buy.
Why it diedThe record says it could not compete with established security firms that offered integrated solutions.
The failed startups come from our database of 1,749 dead startups, retold here in our own words. Its entries are AI-assisted summaries of public sources, so these cards carry no evidence grade.
What changed
Both records died to larger security vendors that sold a wider product. Conseal sells one narrow job, and the company says it runs on the user's computer with no server.
No source read shows how many customers pay for Conseal. The company's claim that nothing leaves the computer is not checked by an outside party.
Can one person copy Conseal now?
The structure, yes. The result, not shown.
A small team can copy the offer: one narrow job, one flat price, and a promise that data stays on the user's machine. No source shows that this earns money. The seller also runs a studio for clients.
Where it is still open: Other professions with a confidentiality duty and a wish to use AI chat tools, such as healthcare, finance and HR. The home page already names them.
- 1Pick one regulated profession with a clear duty, such as client confidentiality for lawyers.
- 2Run the detection on the user's computer, so that no document needs to be uploaded.
- 3Offer a reversible mode, where labels replace values and a local file restores them.
- 4Charge one monthly price per device with a free trial and no page limits.
How much revenue does Conseal make?
Each row shows the evidence grade and the source numbers from the list at the end of this page. The grades are explained in How Aiolum verifies.
| Fact | Value | Grade | How we know | Sources |
|---|---|---|---|---|
| Seller | Sprintfour Technologies Inc., Miami, Florida | C | The terms say "Conseal is a product of Sprintfour" and that Florida law governs. The release is dated "MIAMI, FL". | [3, 8] |
| What the seller offers to clients | fractional chief technology officer, product studio, AI strategy | C | Sprintfour's website code lists "Fractional CTO", "Product Studio" and "AI Strategy". It describes client projects and a team of engineers and designers. It does not mention Conseal. | [9] |
| Start of Sprintfour | not found; sprintfour.com was a parked page in 2018 and 2019 | C | The archived copies of 8 August 2018 and 19 June 2019 show a GoDaddy parking frame. Copies of 13 July 2024 and 12 March 2025 redirect to "/lander". | [10, 11, 12, 13] |
| Archived copies of sprintfour.com | under 700 bytes until 12 March 2025; a studio website of about 109,000 bytes on 10 July 2025 | C | The Internet Archive index lists the size of each copy. The copy of 10 July 2025 calls Sprintfour "a passionate software and product design studio". This page does not take that date as a start date. | [14, 16] |
| Founder | Ash Malepati, founder and CEO of Sprintfour | C | The launch release names Ash Malepati in a quotation and as media contact. Sprintfour's site says "Ash founded Sprintfour" and gives the title "Founder & CTO". No page read says who owns Sprintfour. | [8, 9] |
| Team size | not published | C | No page read states how many people work on Conseal. Sprintfour's site says it is "a small team" and also lists a team of engineers and designers for client work. | [9] |
| What Conseal does | detects sensitive data, then redacts or anonymizes it, in files and while the user types | C | The release says that "Conseal runs lightweight AI models directly on the user's computer". The terms say that processing "including AI-based detection" runs on the user's device. | [8, 3] |
| Launch dates | 26 July 2026 on the blog; 23 October 2026 in the release | C | The blog post of 26 July says Conseal "is available today". The release of 23 October announces the "public launch". The Live Detect post of 14 October introduces Conseal 2.0. | [6, 8, 7] |
| Price, 12 November 2026 | US$29.99 a month after a 7-day trial | C | The pricing page says "Free for 7 days, then $29.99/month. Billed monthly." The release gives the same price as "$29.99 per device per month". | [2, 8] |
| Payment rules | card needed for the trial; payments through Stripe; no refunds | C | The terms say a valid payment method is required and that payments are non-refundable except where the law requires. The privacy policy names Stripe, Inc. No source says that a customer has paid. | [3, 4] |
| Funding | none found | C | No page read mentions a funding round, an accelerator or an investor. | [8, 9] |
| Time from the first launch post to the pricing page | 3.6 months | calc | Calculated: 26 July 2026 to 12 November 2026 is 109 days, about 3.6 months. | [6, 2] |
How to read this table. Every row is grade C: a statement on the company's own pages, or what an archived copy of its older domain shows. No row is checked by a payment processor, a filing or a buyer.
| Plan | Per month, billed yearly (US$) | Per month, billed monthly (US$) | Limit |
|---|---|---|---|
| Conseal | 29.99 per device | 7-day free trial; unlimited operations; one device at a time; PDF, Word, Excel, text and images | |
| Enterprise | custom price; custom deployment, volume licensing and dedicated support |
There is one self-serve plan, billed monthly, with a 7-day free trial and no yearly price on the page. The terms say that a valid payment method is needed to start the trial. The page says that the plan covers one device at a time and that teams can add seats. Enterprise has no price and a Book a demo button.
When did Conseal launch, and how did it grow?
From a parked domain in 2018 to a paid plan in November 2026. Each entry carries its grade.
- 8 August 2018 to 12 March 2025CFour archived copies of sprintfour.com show a domain-parking page or a redirect to "/lander". [10, 11, 12, 13]
- 10 July 2025CThe archived copy of sprintfour.com shows the website of a software and product design studio. [16]
- 26 July 2026CThe blog post "Introducing Conseal" says that the desktop app is available for Mac and Windows. [6]
- 8 October 2026CThe effective date of the terms of use and the privacy policy. [3, 4]
- 14 October and 23 October 2026CThe company posts about Live Detect and Conseal 2.0. The launch release of 23 October announces the public launch. [7, 8]
- 12 November 2026CThe pricing page lists the US$29.99 plan with a 7-day trial. [2]
What could go wrong for Conseal?
The risks are the mirror image of the causes above.
What is not verified
No revenue figure was found, and no source says that a customer has paid. The pages read were the home, pricing, terms, privacy and blog pages, the launch release and archived copies of sprintfour.com. The start year of Sprintfour is not stated on any page read. The search service and the Florida company register did not answer the requests made for this page. A reader could look for a state company register entry or a TrustMRR profile. The paid plan rests on a published price, trial and billing terms, and the Stripe line. Checkout was not tried.
Who sells it and when it began
Sprintfour offers fractional chief technology officer work, product studio work and AI strategy to clients. Its site lists recognitions inside a case study of a client, the styling company Fashivly, one of them "Fall 2024 cohort". They are the client's recognitions, and this page does not read them as the start of Sprintfour. An archived copy of 10 July 2025 already shows Sprintfour as a software and product design studio. The blog dates Conseal to 26 July 2026 and the release to 23 October 2026. The release says Ash Malepati was "building another AI tool" when the idea for Conseal came, and no page read names that tool.
Claims, counters and badges
The home and pricing pages show no logo wall, counter, badge or customer testimonial. The privacy-first claims are the company's own: "100% Local", "No telemetry" and "Your documents never leave your machine". The release says Conseal is a first line of defense and the user reviews results. The blog posts name no author. Their cover drawings show the example name Jane Doe, which the product demos also use.
Access to text in other apps
Live Detect reads text in other applications through the computer's accessibility permissions, which the terms state. The company says all of it runs locally. The terms tell users that they must not present redacted or anonymized documents as complete or verified without a review. The terms require users to be at least 18 years old.
Sources
The grade next to each source is the best grade that the source can support. "Read in full" means that the text of the page was downloaded and the numbers were checked in it.
- C Conseal home page, read 12 November 2026Read in full, text and page source. Source for the product description, the two modes, the use cases and the Next.js and PostHog traces.
- C Conseal pricing page, read 12 November 2026Read in full. Source for the plan, the trial, the billing line and the Enterprise button.
- C Conseal terms of use, effective 8 October 2026Read in full. Source for the seller, the local processing, Live Detect permissions, billing, refunds, age rule and Florida law.
- C Conseal privacy policy, effective 8 October 2026Read in full. Source for Stripe, the advertising partners and the statement that the app sends no telemetry.
- C Conseal blog index, read 12 November 2026Read in full. Source for the post dates.
- C Introducing Conseal, blog post of 26 July 2026Read in full. Source for the first availability statement.
- C Introducing Live Detect with Conseal, blog post of 14 October 2026Read in full. Source for Live Detect and Conseal 2.0.
- C Conseal, a New On-Device Privacy App, Masks Sensitive Client Data Before It Reaches AI Tools Like ChatGPT and Claude, LawSites, 23 October 2026Read in full. A launch release published under the byline Sprintfour; its words are the company's. Source for the founder quotation, the models, the price and the lawyer statistics.
- C Sprintfour website, page code read 12 November 2026Read the script that holds the page text. Source for the services, the client projects, a client's recognitions, the founder line and the team description.
- C sprintfour.com, Wayback copy of 8 August 2018Read in full. Shows a domain-parking frame.
- C sprintfour.com, Wayback copy of 19 June 2019Read in full. Shows a domain-parking frame.
- C sprintfour.com, Wayback copy of 13 July 2024Read in full. Shows a redirect to /lander.
- C sprintfour.com, Wayback copy of 12 March 2025Read in full. Shows a redirect to /lander.
- C Internet Archive index of copies of sprintfour.comRead in full. Source for the dates and sizes of the copies.
- C Database of failed startups, local exportRecord pages read on the website on the day of writing. AI-written summaries, not independently verified. Source for the failed predecessors.
- C sprintfour.com, Wayback copy of 10 July 2025Read in full. Shows a studio website under the name Sprintfour Technologies, with services for early-stage startups.
Run this company? Send corrections or a verified figure to aiolum@livyden.com