# AgentLink

Aiolum story: https://aiolum.com/story/agentlink/ · added 2026-11-05 · updated 2026-11-06

**In short.** AgentLink (AI controller software for CPA and fractional CFO firms, USA): Live with 3 design-partner firms, November 2026. Evidence grade E: no revenue figure was checked. Team: 1 founder with a part-time designer and a part-time developer, 3 people in November 2026. Launched January 2026; still running.

AI controller software for CPA and fractional CFO firms · USA · AI-native · solo founder · still running · group: Finance, risk and compliance

- Outcome: Live with 3 design-partner firms, November 2026 (evidence grade of the headline number: E; no revenue figure)
- Launch: January 2026; months from launch to the outcome: 10
- Team: 1 founder with a part-time designer and a part-time developer, 3 people in November 2026
- Outside funding: Bootstrapped; support and connections from JumpStart Ventures and Bounce Innovation Hub, no outside money raised (founder, November 2026)
- Main factor: Design partners before customers
- Meters, 1 to 4: evidence strength 1, copyable pattern 2, capital needed 1
- Tags: AI-native, Solo founder, Bootstrapped, Running, B2B, Accounting

Links:

- Visit agentlink.finance: https://www.agentlink.finance/

**The product.** Software that a CPA firm or a fractional CFO firm runs across its whole client book. Every day it reads each client's bank transactions and accounting ledger, keeps a 13-week cash forecast current, records what the firm and the client agreed on each call, checks those decisions against the bank, and sends a brief before the next call. A client assistant under the firm's own name answers clients' questions and sends anything that needs judgement to the firm.

**Why it worked.** The founder first built a forecasting tool for business owners and learned that most owners hand their finances to a fractional CPA or CFO. He changed the buyer to those firms. He found three firms willing to act as design partners, one through his network and the JumpStart support program and two at an accounting conference, and builds with them every week.

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

AgentLink calls itself an AI controller: software that does the daily work of a company controller, the finance person who watches cash, keeps the forecast and checks the plan, for many small clients of one accounting firm at once. It reads each client's bank through Plaid, a service that gives software read access to bank accounts, and the ledger from QuickBooks or Xero. The firm buys it and runs it under its own brand; the company's own page says a typical client is an owner-led business with US$1M to US$11M in revenue.

Nilanjan Raychaudhuri, a software engineer in Columbus, Ohio, who earlier founded the developer network Tublian, built the first version over Christmas 2025 and started building properly in January 2026. He calls himself a solo founder; a part-time designer and a part-time developer in Africa work with him. By November 2026 three design-partner firms used it, and he said the business is bootstrapped.

No revenue figure or count of paying firms was found. Prices are not published: the founder said firms pay a subscription priced per client, with lower rates as a firm connects more clients. The evidence is grade E: a live product and the founder's own statements.

## Pricing

AgentLink prices in November 2026: not published; the home page says pricing scales with the client book and asks firms to book a call (grade C)

| Plan | Per month, billed yearly (US$) | Per month, billed monthly (US$) | Limit |
|---|---|---|---|
| Per client, firm subscription |  |  | price set on a call; lower rate per client as more clients are connected |

The founder said in November 2026 that firms pay a monthly subscription priced per client, with lower rates as a firm connects more of its book. The businesses that the firm serves do not pay AgentLink. No amount is published.

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

A live product with login, sign-up and three design-partner firms, ten months after building started; no revenue figure published

| Fact | Value | Grade | Note | Sources |
|---|---|---|---|---|
| Status, November 2026 | live product with log-in and sign-up pages; firms are asked to book a call | C | Company home page read on 5 November 2026: "Pricing scales with your client book. Book a call and we'll price yours." | [2] |
| Design partners | 3 firms | C | Founder interview, 3 November 2026: the first through his network and JumpStart, the next two at his first accounting conference. "All three still shape what we build every week." | [1] |
| Paying customers | not published | C | The interview speaks of design partners; it gives no count of paying firms and no revenue. | [1] |
| Start | first version over Christmas 2025; proper building from January 2026 | C | Founder interview. Year started: 2026. | [1] |
| Team | 3: the founder, a part-time designer and a part-time developer | C | Founder interview: "3 (plus hundreds of AI agents)". The founder is in Columbus, Ohio; the two others work remotely from Africa. | [1] |
| Company | Tublian LLC, Columbus, Ohio | C | Home page and data-handling page. | [2, 3] |
| Funding | bootstrapped, no outside money | C | Founder interview. JumpStart Ventures and Bounce Innovation Hub gave support and connections; the team page says "Backed by JumpStart Ventures and Bounce Innovation Hub". | [1, 4] |
| Data connections | bank through Plaid; QuickBooks, Xero and others; client CRM | C | Data-handling page. Daily work is read-only; an onboarding module called Clean Slate can write to the books only when the firm turns it on. | [3] |
| Where the AI models run | AWS Bedrock | C | Data-handling page: "Inference runs on AWS Bedrock." No source names the models. | [3] |
| Setup time | about five minutes per client | C | Home page, common questions. | [2] |
| Time from start of building to the headline fact | 10 months | calc | Calculated: January 2026 to November 2026. | [1] |

How to read this table: a grade C value is a statement by the founder in an interview or on the company's own pages. A "calc" value was computed on this page. No value is grade A or B, and no money figure exists.

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

From a forecasting tool for owners to software for the firms that serve them, in about ten months. Each entry carries its grade.

- **December 2025** (grade C [1]): The founder builds a first version over Christmas, a forecasting tool for business owners.
- **January 2026** (grade C [1]): Proper building starts. Talking to owners, he learns that most hand finance to a fractional CPA or CFO, and turns to those firms.
- **2026** (grade C [1]): First design partner through his network and JumpStart; two more at his first accounting conference.
- **3 September 2026** (grade C [6]): AgentLink publishes a market map of AI tools for CPA firms, part of its content written for AI search.
- **3 November 2026** (grade C [1]): Founder Reports interview: bootstrapped, 3 people, three design partners, pricing per client.

## Why did AgentLink work?

### Design partners before customers

The founder is not an accountant, so he looked first for firms that would teach him how they work. Three firms use the product against their real client books and shape it every week.

### Sell to the firm, not the owner

Owners do not want to do finance, so AgentLink sells to the CPA or fractional CFO firm, runs under that firm's brand, and prices per client the firm connects.

### Plain code for the numbers, AI for language

The founder said the core is plain code that does the arithmetic and keeps the record, and AI is used where it adds something, such as understanding language. Answers trace back to transactions, and questions that need judgement go to the firm.

### A ledger of decisions

It records what was decided on each call, what was expected, and whether it happened, checked against the bank. The founder calls this data that QuickBooks and the banks do not have.

## How it was built

These details come from the founder's interview and the company's own pages. They are grade C.

- Bank data through Plaid; ledgers from QuickBooks, Xero and others; business systems such as a client's CRM.
- Model inference on AWS Bedrock. The company says client data is never used to train any model.
- Each client's data is kept apart; access is scoped per firm and per client, and production access is limited to the founder.
- A team of three people plus what the founder calls hundreds of AI agents, used to do the work of a bigger team.
- Growth channels in November 2026: guides written for AI search, LinkedIn relationship building with automation, education sessions with CPE credit, and email.

Sources: [1, 3]

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

Two companies in our database of failed startups promised to automate small-business accounting and finance with software. 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.

### ScaleFactor (2014 to 2019; funding US$100M; cause: Product/Tech Failure)

- Promise: Automated bookkeeping and financial reports for small and mid-sized businesses.
- Why it died: The automation did less than the marketing promised, and QuickBooks had the customers' trust and ecosystem.
- Record: 

### NetBooks (2006 to 2011; funding US$33M; cause: Competition)

- Promise: Online accounting for small business owners without finance staff.
- Why it died: It could not stand out against QuickBooks, and customer acquisition cost too much.
- Record: 

## What changed

Both predecessors sold software straight to small business owners and competed with QuickBooks for the books themselves. AgentLink does not keep the books: it reads QuickBooks or Xero and sells to the accounting firm that already has the client's trust.

Two things are newer. Language models can read call notes and answer client questions, and AI coding agents let a team of three build what once needed a funded company. Whether firms pay for it at scale is not yet shown in any source.

## Can one person copy AgentLink now?

**Verdict: Yes, if you can find teachers in the profession.**

The method needs little money: pick a checkable domain, find a few practitioners who will work with you on real data, sell to the professional firm instead of its clients, and use AI coding agents in place of a large team.

1. Talk to the end users first; when they say they hand the work to a professional, sell to the professional.
2. Recruit three design partners from your network and from the profession's own conferences.
3. Keep arithmetic in plain code and use models for language, so every answer traces to data.
4. Write guides that answer the exact questions practitioners ask AI assistants.

**What is still open.** Other professions that serve many small clients between scheduled meetings: payroll bureaus, insurance brokers, small law practices.

## What could go wrong for AgentLink?

- **What is not verified.** No revenue figure was found, and no count of paying firms. I looked for a payment-processor profile, a revenue figure in the founder interview of 3 November 2026, and published prices; the interview names three design partners and the home page asks firms to book a call for a price. The Internet Archive was offline on 5 November 2026, so the site's history was not checked. A reader could look for a later interview with customer numbers or a public price list.
- **Competition.** AgentLink's own market map, a vendor-written page first published on 3 September 2026, lists forecasting products that already sell to accounting firms: "Clockwork, Jirav, Fathom, Finoya and Compass AI each publish firm-facing plans with per-client or pooled pricing." It also lists AI-native accounting systems such as Digits and Puzzle. The product reads QuickBooks, which Intuit makes, and Xero; no source checked here says what those two companies plan for the same work.
- **Dependence on other companies.** Bank data comes through Plaid, ledgers through QuickBooks and Xero, and model inference through AWS Bedrock. A change in access terms or prices at any of them would reach the product directly.
- **The founder's LinkedIn tactic.** The founder said: "paid LinkedIn is too expensive, so I use automation to stay close to the right people and build relationships slowly." The interview does not name the tool or say what it automates. This is the founder's own marketing, not a feature that AgentLink sells.

## Sources

1. Founder Reports, 3 November 2026: How Agentlink Is Turning CPAs Into Advisors at Scale — https://founderreports.com/interview/agentlink/ (grade C). Read in full. Founder interview. Source for the start, team, funding, design partners, pricing model and channels.
2. AgentLink home page, read 5 November 2026 — https://www.agentlink.finance/ (grade C). Read in full. Source for the product, the setup time, the pricing answer and the company name.
3. AgentLink: How we handle your clients' data, read 5 November 2026 — https://www.agentlink.finance/how-we-handle-your-clients-data (grade C). Read in full. Source for Plaid, QuickBooks, Xero, AWS Bedrock and the data rules.
4. AgentLink: Who built this (team page), read 5 November 2026 — https://www.agentlink.finance/team (grade C). Read in full. Source for the founder, the design partners and the support organizations.
5. AgentLink: What is an AI controller?, last updated 14 October 2026 — https://www.agentlink.finance/ai-controller (grade C). Read the sections on the daily loop and who buys it. Source for the 13-week forecast and the typical client.
6. AgentLink: AI tools for CPA firms, mapped by what they actually do, published 3 September 2026, updated 3 November 2026 — https://www.agentlink.finance/research/ai-tools-for-cpa-firms (grade C). Read the sections on the five lanes and the forecasting platforms. Vendor-written. Source for the competition.
7. Database of failed startups, local export — /method/#dead (grade C). Local export. AI-written summaries, not independently verified. Source for the failed predecessors.

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