# ModulawAI

Aiolum story: https://aiolum.com/story/modulawai/ · added 2026-11-12 · updated 2026-11-12

**In short.** ModulawAI (AI legal research, case management and invoicing for law firms, Nigeria): Over NGN 4 million in revenue, February 2026. Evidence grade D: reported, not verified. Team: 4 co-founders named by the press in February 2026; the about page lists a fifth team member; headcount not published. Launched April 2025; still running.

AI legal research, case management and invoicing for law firms · Nigeria · AI-native · team of 2 to 10 · still running · group: Legal and law firms

- Outcome: Over NGN 4 million in revenue, February 2026 (evidence grade of the headline number: D; headline in US dollars: 2900)
- Launch: April 2025; months from launch to the outcome: 10
- Team: 4 co-founders named by the press in February 2026; the about page lists a fifth team member; headcount not published
- Outside funding: None, according to Techpoint Africa in February 2026
- Main factor: Niche
- Meters, 1 to 4: evidence strength 1, copyable pattern 2, capital needed 1
- Tags: AI-native, Small team, Bootstrapped, Running, B2B, Legal

Links:

- Visit modulaw.ai: https://modulaw.ai/

**The product.** Software for Nigerian law firms that answers legal research questions from a database of court judgments and also runs the firm. It manages cases, documents, client messages and invoices, and it adds a Microsoft Word add-in and AI agents for routine tasks.

**Why it worked.** It aimed at one small audience, Nigerian lawyers. Its research tool answers from a database of about 10,000 judgments instead of general web text. Case management and invoicing came later, inside the same product. In February 2026 the company told Techpoint Africa that it had earned over 4 million naira since it began charging.

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

ModulawAI is a legal research and practice management platform for law firms, mainly in Nigeria. Its research tool uses retrieval-augmented generation (RAG): the program retrieves matching documents from its own database before the language model writes an answer. Techpoint Africa reported in February 2026 that the database holds about 10,000 Nigerian Appeal Court and Supreme Court judgments. The same platform logs billable hours, generates invoices and takes payments.

Abiola Ogodo is named as founder, and three more co-founders appear in a Techpoint Africa photo caption. BusinessDay reported on 10 April 2025 that the platform had launched in Nigeria. Techpoint Africa reported that the company launched commercially in August 2025 and had onboarded 28 law firms by February 2026. Before the paid plans it had about 1,000 users on a free version. Techpoint also reported that it is bootstrapped.

The headline figure is one statement. The company told Techpoint Africa that it had generated over 4 million naira in revenue since its paid launch. The article is dated 27 February 2026. That is about US$2,900 at the central bank rate of that day, and no second source confirms it. No payment-processor profile or filing was found, so the grade is D.

## Why did ModulawAI work?

### It answers from a Nigerian judgment database, not from general web text

Techpoint Africa describes a research tool that retrieves from about 10,000 Nigerian Appeal Court and Supreme Court judgments. It returns summaries and a confidence score for each result. The founder said he had heard of a law firm fined for hallucinated results from a general assistant. Techpoint presents that risk as the case for a legal-specific tool.

### It widened from research into case management and invoicing

Techpoint reports that the product started with research and then added case management, client collaboration and invoicing. A founder post of 4 August 2026 says users kept asking for more.

### It earns from subscriptions, usage credits and payment fees

Techpoint lists three revenue channels: plan subscriptions, extra AI credits and a fee on invoices paid through the platform. Each plan includes a monthly credit pool. Techpoint says a firm that uses up its credits must buy more.

### Demos won trust that free sign-ups did not

Techpoint quotes a statement without a named speaker: "It took a lot of time for lawyers to trust the product". Techpoint reports that the company began offering demos instead of only sign-ups, and that the founder says the demos work well. The pricing page still has a Book a demo button.

## How it was built

These details come from the company's terms and privacy policy of October 2026 and from Techpoint Africa. They describe the product in 2026, not at launch.

- Research uses RAG: the system retrieves from a legal database and then generates the answer. Techpoint calls it a retriever-augmented generation design.
- The company's privacy policy says AI requests go to AWS Bedrock, which includes Anthropic Claude, and to Fireworks AI. It also says text embeddings are made with OpenRouter, routed to Microsoft Azure.
- A company blog post of 17 September 2026 says Claude is the model behind the research, drafting and review.
- The Word add-in is distributed on Microsoft AppSource. The terms say the add-in client is hosted on Amazon Web Services and its backend runs there in the United States.
- Payments are handled through Paystack and Stripe, according to the privacy policy. Citation checks use TinyFish, a browser-automation service.
- The privacy policy lists Google Analytics, Microsoft Clarity, Facebook Pixel and TikTok Pixel for visitors who consent.

Sources: [1, 9, 8, 10]

## Who tried this before ModulawAI, and why did they fail?

Three companies in our database of failed startups promised to take research or routine office work off busy professionals and then closed. The values below are from that database 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.

### ROSS Intelligence (2015 to 2018; funding US$13.0M burned; cause: Competition)

- Promise: An AI legal research platform that searched large legal databases for relevant case law.
- Why it died: The record says Westlaw and LexisNexis held decades of data, lawyers were slow to switch, and investors doubted the long sales cycles.
- Record: 

### Olive AI (2012 to 2023; funding US$852.0M burned; cause: Business model)

- Promise: Software bots that automated prior authorizations, claims checks and billing tasks for hospitals.
- Why it died: The record says sales promised more automation than the bots delivered, each client needed custom work, and costs ran above revenue.
- Record: 

### Zirtual (2011 to 2015; funding US$5.5M burned; cause: Cash flow)

- Promise: Subscription virtual assistants who handled email, scheduling and routine tasks for busy business owners.
- Why it died: The record says a large paid workforce outran revenue, and the company stopped in August 2015 when it could not meet payroll.
- Record: 

## What changed

ROSS sold AI legal research to lawyers and met incumbents with larger databases, the record says. ModulawAI sells to a market where, Techpoint reports, many court judgments are not online. Techpoint adds that the company sources data through third parties.

Olive and Zirtual spent faster than they earned, the records say. Techpoint reports that ModulawAI is bootstrapped and charges by plan, credit and invoice fee. No source shows whether its revenue covers its model and hosting costs.

## Can one person copy ModulawAI now?

**Verdict: The structure, yes. The proof of demand is still thin.**

A small team can copy the structure: a research tool grounded in a local database, then the firm's daily tools around it. The evidence that firms pay enough is one company statement. Treat the idea as promising and the revenue as unconfirmed.

1. Pick a country or court system whose judgments are poorly digitised, and build the research tool on that database first.
2. Show a source and a confidence score with every answer, because lawyers must check authorities.
3. Offer demos to firms; the founder says sign-ups alone did not earn trust.
4. Add case management and invoicing, and take a fee on invoices paid through the platform.

**What is still open.** Other countries where court decisions are scattered or not online, and other regulated professions that must cite sources, such as tax advisers and company secretaries.

## How much revenue does ModulawAI make? The numbers, graded

A company statement of over NGN 4 million in revenue in about six months of paid plans, February 2026, with no second source

| Fact | Value | Grade | Note | Sources |
|---|---|---|---|---|
| Revenue since the paid launch in August 2025 | over NGN 4 million | D | Techpoint Africa, 27 February 2026: the company "says it has generated over ₦4 million in revenue". One statement, one date. It is a total, not a run rate. | [1] |
| The same figure in US dollars | about US$2,900 | calc | Calculated: 4,000,000 naira divided by the central rate of 1,362.8954 naira per US dollar on 27 February 2026, from the Central Bank of Nigeria. The result is 2,935 before rounding. | [1, 13] |
| Law firms onboarded since the paid launch | 28 | D | Techpoint Africa, February 2026, retelling the company. No firm count from an independent source. | [1] |
| Free users before paid plans | about 1,000 | D | Techpoint Africa, February 2026, retelling the company. | [1] |
| Counter on the company's own pages, November 2026 | "1,000+ lawyers and firms" | D | Home page and case-studies page. The page does not say what it counts. Techpoint's 1,000 is free users and its 28 is firms onboarded. | [3, 11] |
| Public launch in Nigeria | 10 April 2025 | C | BusinessDay article dated 10 April 2025: the platform "has officially launched in Nigeria today". It says users can query over 10,000 Nigerian judgments. | [2] |
| Earliest page found | 26 November 2024 | C | Internet Archive capture of modulaw.ai with the description "ModulawAI - Nigerian Law Chatbot". The page is a script shell with no other text. No earlier name or earlier domain was found. | [7] |
| Start of the paid product | August 2025 | D | Techpoint Africa, February 2026: "Since launching commercially in August 2025". The pricing page and the Wayback pricing capture from February 2026 show no earlier price. | [1] |
| Team | 4 co-founders named; a fifth person listed | C | Techpoint's photo caption names four founders. The about page lists five people with roles and says "a small team". No headcount is published. | [1, 5] |
| Outside funding | none | D | Techpoint Africa: "currently bootstrapped and has not raised external funding". The investors page of November 2026 says the company is raising. | [1, 12] |
| Company form | ModulawAI Inc., a Delaware corporation, with a Nigerian subsidiary | C | The about page and the terms name both. Neither gives a start date, so the incorporation date is not known. | [5, 8] |
| Plans on the pricing page, 12 November 2026 | NGN 5,000, 25,000 and 75,000 a month | C | Student, Essential and Professional, billed monthly in Nigeria. Enterprise has no published price. | [4] |
| Fee on invoices paid through the platform | NGN 250 under NGN 500,000; NGN 500 above | D | Techpoint Africa, February 2026, describing how the company earns. It lists subscriptions, usage credits and payment fees. | [1] |
| Jurisdictions covered, November 2026 | 8 | C | Home page: the United States, United Kingdom, Canada, European Union, Nigeria, Ghana, Kenya and South Africa. Techpoint described only Nigerian judgments in February 2026. | [3, 1] |
| Full platform live | 2 August 2026 | C | Home page FAQ: "It went fully live on 2 August 2026." The meaning of "fully live" is not explained. | [3] |
| Security standard claimed | ISO/IEC 27001:2022, certificate AMER502726 | C | Company blog post of 6 November 2026 and a home-page banner. The pages read do not name the audit body. | [10, 3] |

How to read this table. A grade C value is stated by the company on its own pages or in a news article that quotes it. A grade D value is one statement with one date. A grade X value was calculated on this page. No value is grade A or B.

## Pricing

ModulawAI plan prices in naira as the pricing page showed them on 12 November 2026 (grade C). They are not converted to US dollars

| Plan | Per month, billed yearly (US$) | Per month, billed monthly (US$) | Limit |
|---|---|---|---|
| Student | 4,000 NGN | 5,000 NGN | 400,000 AI credits a month; solo use |
| Essential | 20,000 NGN | 25,000 NGN | 2,000,000 AI credits a month; 1 member |
| Professional | 60,000 NGN | 75,000 NGN | 4,500,000 AI credits a month; 5 members, up to 200 seats |
| Enterprise |  |  | Contact sales; custom credit packages; unlimited seats |

The page shows prices for Nigeria, billed monthly, and says that switching region or annual billing needs JavaScript. The yearly column is the page's yearly price divided by 12: 48,000, 240,000 and 720,000 naira a year. Each plan has a monthly pool of AI credits. The company wrote on 4 August 2026 that some plans cost more for new subscriptions than a year earlier. These are not the prices of 2025.

## When did ModulawAI launch, and how did it grow? Timeline

From the earliest page found, in November 2024, to a paid product with 28 firms in February 2026, and a larger platform by autumn 2026. Each entry carries its grade.

- **26 November 2024** (grade C [7]): The earliest Internet Archive capture of modulaw.ai, titled "ModulawAI - Nigerian Law Chatbot".
- **10 April 2025** (grade C [2]): BusinessDay reports the public launch in Nigeria, with research over more than 10,000 judgments and a case management suite.
- **August 2025** (grade D [1]): Techpoint Africa reports that the company launched commercially.
- **27 February 2026** (grade D [1]): Techpoint Africa reports 28 law firms and about 1,000 free users before charging. It also reports over NGN 4 million in revenue. All three are as stated by the company.
- **2 August 2026** (grade C [3]): The home page FAQ says the platform went fully live.
- **4 August 2026** (grade C [6]): A post by the founder says the product grew from research into a legal operating system. It adds that some plans now cost more for new subscriptions.
- **6 November 2026** (grade C [10]): The company blog announces an ISO/IEC 27001:2022 certificate.

## What could go wrong for ModulawAI?

- **What is not verified.** The only revenue figure is the company's statement to Techpoint Africa on 27 February 2026 of over NGN 4 million since August 2025. It is a total, not a monthly figure. No payment-processor profile, filing or second interview was found. A reader could ask for a Paystack or Stripe statement, or look for a later interview with a new figure. The count of 28 firms rests on the same article.
- **Counters, badges and percentages.** The home page says "Trusted by 1,000+ lawyers and firms". Techpoint's figures are about 1,000 free users and 28 firms onboarded. The case-studies page shows 95% research accuracy, 80% faster research and 80% less admin work with no source or method. The ISO 27001 certificate is stated by the company; no certification body page was read.
- **Logo wall and testimonials.** The home page shows logos of five firms and organisations, and two testimonials with a name and a firm. Only one firm has a case study, and no independent source confirms that any of them pays. One quotation was searched on the web and no other copy was found. The second quotation was not searched. The case study quotes only the managing partner of that firm. The associate quoted on the home page does not appear in it. The home page also shows a MongoDB logo under "Supported by", linked to MongoDB's startup programme page. No page read says what the support is.
- **Press links and a partner label.** The home page links BusinessDay, The Nation and Daily Trust. Only BusinessDay could be read. The Nation answered 403, and the Daily Trust robots rules refuse Claude agents. The Techpoint page carries an "In partnership with" label and a "PARTNER" block, and the downloaded text does not name the partner.
- **Funding and pricing statements changed.** Techpoint says the company is bootstrapped, while the investors page says it is raising. The founder wrote on 4 August 2026 that some plans cost more than a year earlier. The 2025 prices behind the revenue figure are unknown. The pricing page shows Professional at 75,000 naira for 5 members and 15,000 naira a seat.
- **Student plan and student ambassadors.** The pricing page sells a Student plan for solo use at 5,000 naira a month. A partner page recruits law students and new lawyers as ambassadors. That page says an ambassador earns 10% of each payment from a referred firm for 12 months. The pages read do not offer to write coursework for students.

## Sources

1. Techpoint Africa, 27 February 2026: This startup is building an all-in-one AI ecosystem for Nigerian law firms — https://techpoint.africa/feature/modulaw-ai-legal-tech-startup/ (grade D). Read in full on 12 November 2026. Source for the revenue statement, the 28 firms, the free users, the business model, the funding statement and the founders' photo caption.
2. BusinessDay, 10 April 2025: ModulawAI launches to transform legal research and case management in Nigeria — https://businessday.ng/technology/article/modulawai-launches-to-transform-legal-research-and-case-management-in-nigeria/ (grade C). Read in full. Source for the launch date and the size of the judgment database.
3. ModulawAI home page, read 12 November 2026 — https://modulaw.ai/ (grade C). Read in full. Source for the counters, the logo wall, the testimonials, the jurisdictions and the date the platform went fully live.
4. ModulawAI pricing page, read 12 November 2026 — https://modulaw.ai/pricing/ (grade C). Read in full. The page shows naira prices for Nigeria, billed monthly, with the yearly price beside each. Other regions load by script and could not be read.
5. ModulawAI about page, read 12 November 2026 — https://modulaw.ai/about/ (grade C). Read in full. Source for the team list, the company form and the words "a small team".
6. Abiola Ogodo, 4 August 2026: We started with legal research. We are building a legal operating system. — https://modulaw.ai/we-started-with-legal-research-we-are-building-a-legal-operating-system/ (grade C). Read in full. Founder's post on the company blog. Source for the widening of the product and the price change.
7. Internet Archive capture of modulaw.ai, 26 November 2024 — https://web.archive.org/web/20241126002723/https://modulaw.ai/ (grade C). Read in full. A script shell whose metadata gives the title and description. A capture of the pricing page from February 2026 is also a script shell with no price.
8. ModulawAI terms and conditions, last updated 13 October 2026 — https://modulaw.ai/terms/ (grade C). Read the sections on eligibility, the Word add-in, subscriptions and publicity.
9. ModulawAI privacy policy, last updated 25 October 2026 — https://modulaw.ai/privacy/ (grade C). Read in full. Source for the AI providers, payment services and analytics tools.
10. ModulawAI blog, pages 1 and 2, read 12 November 2026 — https://modulaw.ai/blog/ (grade C). Read the list of posts and their summaries. Source for the Claude statement and the ISO certificate post.
11. ModulawAI case-studies page and the Onyx & Bricks case study, read 12 November 2026 — https://modulaw.ai/case-studies/ (grade C). Read in full. Source for the counters and for how one customer found the product.
12. ModulawAI investors page, read 12 November 2026 — https://modulaw.ai/investors/ (grade C). Read in full. It says the company is raising and gives no figures.
13. Central Bank of Nigeria, exchange rates by currency, read 12 November 2026 — https://www.cbn.gov.ng/rates/ExchRateByCurrency.html (grade C). Rate taken from the bank's rate feed for 27 February 2026: central rate 1,362.8954 naira per US dollar. The US Federal Reserve H.10 release does not list the naira.
14. 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 failed predecessors.

Contact: aiolum@livyden.com. Run ModulawAI? Send corrections or a verified figure to aiolum@livyden.com (subject: Correction: ModulawAI).