# Assemblia

Aiolum story: https://aiolum.com/story/assemblia/ · added 2026-11-10 · updated 2026-11-10

**In short.** Assemblia (AI monitoring and reporting of legislation for lobbying firms, Portugal): In the TinySeed Spring 2025 accelerator batch, May 2025. Evidence grade E: no revenue figure was checked. Team: 1 founder named in July 2025; the site says "small team" in November 2026; headcount not published. Launched March 2024; still running.

AI monitoring and reporting of legislation for lobbying firms · Portugal · AI-native · solo founder · still running · group: Legal and law firms

- Outcome: In the TinySeed Spring 2025 accelerator batch, May 2025 (evidence grade of the headline number: E; no revenue figure)
- Launch: March 2024; months from launch to the outcome: 14
- Team: 1 founder named in July 2025; the site says "small team" in November 2026; headcount not published
- Outside funding: TinySeed accelerator, Spring 2025 batch; amount not published
- Main factor: Domain expertise
- Meters, 1 to 4: evidence strength 1, copyable pattern 1, capital needed 1
- Tags: AI-native, Solo founder, Funded, Running, B2B, Government relations

Links:

- Visit assemblia.ai: https://www.assemblia.ai/

**The product.** AI software that reads bills, amendments and hearing live streams for lobbying firms and government relations teams. It sends alerts and writes analysis and client reports in each customer's own style. Assemblia sets it up separately for every customer.

**Why it worked.** The founder had worked both as a lobbyist and as an AI engineer, so he knew the work that the product automates. The home page says the product addresses "the biggest bottlenecks in your business": monitoring, analysis and client reporting.

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

Assemblia sells AI automation to government relations teams. Government relations, often called lobbying, means following what a parliament does and speaking to lawmakers for a company or a client. The software reads bills, amendments (proposed changes to a bill) and live video of hearings. It sends alerts and writes client reports.

One founder with lobbying and AI experience started it. The company's About page of July 2025 names Ethan P. Goodman as founder and chief executive, and no other person. The first archived site is from March 2024, and TinySeed announced Assemblia in its Spring 2025 accelerator batch on 7 May 2025.

No revenue figure exists in any source that was read. The headline fact is the accelerator's own announcement, which is grade B. The company publishes no prices, no customer count and no headcount. Its home page shows one testimonial with a name and a firm, and two without names.

## Why did Assemblia work?

### The founder had done both the lobbying and the AI engineering

The About page says the founder is a "software engineer, entrepreneur and former lobbyist". It lists AI engineering at Facebook and lobbying for the nonprofit Tech 4 Housing. The home page says the team combines AI expertise with "on the ground lobbying and advocacy expertise". No source says how the first customers were won.

### It automates the reporting, analysis and monitoring of a lobbying firm

The home page names client reporting, legislative analysis and monitoring. Client updates are "uploaded automatically to your shared drive every week". Alerts arrive when a hearing live stream mentions one of the customer's issues. The one testimonial with a firm name is about weekly legislative reporting.

### It adds to the customer's legislative tracker and does not replace it

The first site said "We aren’t building a better legislative tracker." The home page says the product can "Integrate with your current legislative tracker". So a customer keeps its tools and data. The company also says it works "with a small number of customers", each with its own setup.

## How it was built

These details come from the company's own pages and from the page source of its site. They are grade C.

- The starting data is official legislative activity: bills, amendments and hearing live streams. Regulatory agencies, media coverage and a customer's internal documents can be added.
- The AI writes in each customer's style, voice and formats, the home page says. It does not name the AI models.
- Output goes to the customer's shared drive. The July 2024 site listed Gmail, Google Docs, Slack, Microsoft Teams, Microsoft 365 and Dropbox.
- The marketing site is built with Webflow, as its page source shows. The product runs at a separate address with a sign-in page.
- There is no self-service sign-up. Every customer starts with a call and gets a tailored setup.

Sources: [1, 5, 6]

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

Three companies in our database of failed startups sold political data, AI research on legal texts or high-touch custom work. 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.

### Poliana (2013 to 2016; funding US$500K; cause: No market need)

- Promise: Easy access to political funding data, later as visualization tools for schools and media.
- Why it died: It changed direction several times. It found no business model in a small market with heavy competition.
- Record: 

### ROSS Intelligence (2015 to 2018; funding US$13M; cause: Competition)

- Promise: AI legal research that finds the relevant case law for lawyers.
- Why it died: It did not win enough customers. The market belonged to older companies with decades of data.
- Record: 

### Hawthorne Strategies (2014 to 2018; funding US$300K; cause: Ran out of cash)

- Promise: Custom consulting and campaign management for the charity work of NFL players.
- Why it died: It lacked steady income to pay for its high-touch service model. The personal service limited its growth.
- Record: 

## What changed

Poliana sold political data to citizens, schools and media, who had little reason to pay. Assemblia sells to lobbying firms, which already pay staff to read bills and write client reports. ROSS Intelligence came before large language models; Assemblia's product depends on models that read long texts and write in a given style.

One risk of Hawthorne Strategies remains. Assemblia says it builds a custom setup for each of a small number of customers. No source shows how much of that work the software does and how much people do.

## Can one person copy Assemblia now?

**Verdict: Only with the same two skills.**

A solo founder can copy the method only with knowledge of one profession and the ability to build AI software. The founder had both from earlier work. The sales method is slow: a call, a tailored setup and a few customers. The sources give no revenue figure, so nothing shows that this method pays.

1. Pick a profession you have worked in, where staff read public documents and write the same kind of report every week.
2. Start from official public data, and add the customer's own sources later.
3. Send the output to the tools the customer already uses, such as a shared drive.
4. Train the writing on each customer's past reports, so the output matches its style.

**What is still open.** Other professions that follow public records for clients: regulatory affairs, public procurement, planning and zoning, and trade associations in countries without such tools.

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

A one-founder company of 2024 that an accelerator accepted in May 2025, with no revenue figure and no prices published

| Fact | Value | Grade | Note | Sources |
|---|---|---|---|---|
| Accelerator, May 2025 | one of 12 startups in the TinySeed Spring 2025 batch | B | TinySeed's post of 7 May 2025 lists Assemblia. The post gives no investment amount. | [2] |
| Revenue | not published | C | No source that was read states revenue, a customer count or a price. | [1, 2] |
| Founder | Ethan P. Goodman, founder and chief executive | C | The company's About page, archived 10 July 2025. It names no other team member. | [3] |
| Founder's earlier work | AI engineering at Facebook; lobbying for the nonprofit Tech 4 Housing; the Sunlight Foundation | C | The About page says he has "over 15 years of experience in artificial intelligence, open government and policy advocacy". | [3] |
| Team, November 2026 | "small team"; headcount not published | C | The home page says "Our small team" and gives no number. | [1] |
| First archived site | 21 March 2024 | C | The page said the company "is currently building highly customized AI solutions" for lobbying firms. The archive first recorded the domain on 22 January 2024, as a redirect. | [4] |
| Customer sign-in on the site | by 29 July 2024 | C | The archived home page of that day has a "Log In" link and offers a demo by email. | [5] |
| Country | Portugal, per TinySeed; customers in Washington State | B | TinySeed's list says "(Portugal)". The home page testimonials come from Washington State firms. The sign-in page names "Assemblia Inc.". | [2, 1, 6] |
| Customers named on the site | 1 firm, Boswell Consulting | C | A testimonial signed with a name and this firm speaks of "our lobbying team's weekly legislative reporting". Two other testimonials name no person and no firm. | [1] |
| Prices | not published | C | The home page offers "a free strategy call". The sign-in page says to contact the company for an account. | [1, 6] |
| Time from the first archived site to the accelerator post | 14 months | calc | Calculated: March 2024 to May 2025. | [4, 2] |

How to read this table. A grade B value comes from the accelerator's own announcement. A grade C value is a statement on the company's own pages, live or archived. A "calc" value was computed on this page. No value is grade A.

## Pricing

Assemblia publishes no prices (read 10 November 2026)

| Plan | Per month, billed yearly (US$) | Per month, billed monthly (US$) | Limit |
|---|---|---|---|
| Custom |  | not published | agreed with each customer after a call |

The site has only "Contact us" links to an email address and an offer of a free strategy call. The sign-in page has no sign-up. It tells visitors to write to the company. No source states a price.

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

From a first site in March 2024 to an accelerator batch 14 months later. Each entry carries its grade.

- **22 January 2024** (grade C [4]): The Internet Archive records the domain assemblia.ai for the first time. The address redirects.
- **21 March 2024** (grade C [4]): The first archived site calls the product "a government relations co-pilot". It has menu entries for Pennsylvania and Washington.
- **29 July 2024** (grade C [5]): The site has a "Log In" link and offers a demo. It lists monitoring, analysis and content generation.
- **7 May 2025** (grade B [2]): TinySeed announces its Spring 2025 accelerator batch of 12 startups from ten countries. Assemblia is on the list.
- **10 July 2025** (grade C [3]): The About page names one person, the founder and chief executive.
- **10 November 2026** (grade C [1, 6, 7]): The site is live with a customer sign-in page. Its terms and privacy pages are dated 7 August 2025.

## What could go wrong for Assemblia?

- **What is not verified.** No revenue figure was found. The search covered the company's site, its archived pages and the TinySeed announcement. None gives revenue, prices, a customer count or a headcount. The launch month is the date of the first archived site, not a company statement. TinySeed states no investment amount. A reader could look for a founder interview, a TinySeed podcast episode or a company register entry for Assemblia Inc.
- **Close to a custom service.** The company sells a tailored setup to each customer and not a standard product. The home page says it works "with a small number of customers" and stays engaged for "one-off projects". The sign-in page speaks of "Assemblia's services". The software exists, with a customer sign-in, but the sources do not show how much manual work each customer needs.
- **Weak trust signals on the site.** Two of the three testimonials name no person and no firm. They are signed "Partner" and "Policy Analyst" at "a leading Washington State government relations firm". The heading "Used by the world's leading companies" stands above them with no company names. The terms page, dated 7 August 2025, still contains placeholder text ("Lorem ipsum").
- **AI text in lobbying.** The product writes analysis and client reports for lobbyists with AI. The July 2024 site also listed "talking points, letters and testimony". Lobbying is legal and regulated work. The sources do not say how customers check the AI text before they send it.

## Sources

1. Assemblia home page: AI Automation for Government Relations Teams — https://www.assemblia.ai/ (grade C). Read in full on 10 November 2026. Source for the product, the testimonials, the team statement and the missing prices.
2. TinySeed, 7 May 2025: Meet the TinySeed Spring 2025 Accelerator Batch — https://tinyseed.com/latest/spring-2025-launch (grade B). Read in full. The accelerator's own list of 12 startups. Source for the batch, the date and the country.
3. Assemblia About page, Internet Archive copy of 10 July 2025 — https://web.archive.org/web/20250710003723/https://www.assemblia.ai/about (grade C). Read in full. Source for the founder's name, title and earlier work. The live site no longer has this page.
4. Assemblia home page, Internet Archive copy of 21 March 2024 — https://web.archive.org/web/20240321052046/https://assemblia.ai/ (grade C). Read in full. The earliest archived copy of the site. The archive's index lists a redirect on 22 January 2024.
5. Assemblia home page, Internet Archive copy of 29 July 2024 — https://web.archive.org/web/20240729095750/https://www.assemblia.ai/ (grade C). Read in full. Source for the "Log In" link, the demo offer and the list of integrations.
6. Assemblia sign-in page — https://app.assemblia.ai/accounts/login/?next=/ (grade C). Read in full on 10 November 2026. Source for the company name "Assemblia Inc." and the missing sign-up.
7. Assemblia Terms and Conditions, and Privacy Policy — https://www.assemblia.ai/terms-and-conditions (grade C). Read in full on 10 November 2026. Both pages are dated 7 August 2025. The terms page contains placeholder text.
8. Database of failed startups, local export — /method/#dead (grade C). Record pages read on the website on 10 November 2026. AI-written summaries, not independently verified. Source for the failed predecessors.

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