Former accountant turns to AI with Tabby, aiming to replace accountants altogether

Ahad Ali spent years running a thriving accounting practice before concluding that small businesses don't need better accounting tools — they need fewer of them. His answer is Tabby, a startup presenting at TechCrunch Disrupt that aims to make traditional bookkeeping software disappear behind automation. Fourteen months after launch, the company has 5,500 small business customers and roughly $100,000 in annual recurring revenue, and it is raising $1 million in pre-seed funding.

From Managing 2,000 Tax Returns to Building Software

In May 2025, Ali was overseeing a team of 20 accountants processing more than 2,000 returns annually. The firm handled bookkeeping, accounting, sales tax, and everything in between — a stable operation he could easily have continued running.

Instead, growing friction with the tools of his trade pushed him toward a different path. Software like QuickBooks, he found, was rarely built with working accountants in mind, and the frustration eventually extended to the entire SaaS accounting model.

"I realized that small businesses don't need better accounting software," Ali told TechCrunch. "They need less accounting software. They need something that just does it for them."

Real-Time Bookkeeping Without the Dashboard Busywork

Tabby is designed as a real-time bookkeeping interface. By connecting to a business's accounts through Plaid, the product pulls in live financial data and uses AI to assemble an up-to-the-minute view of profit and loss — handling clients' paperwork while keeping their financial picture continuously current.

There is also a version aimed at accounting firms seeking a smarter alternative to QuickBooks, though Ali prefers to sell directly to end users whenever possible. His long-term vision is to automate bookkeeping out of existence, turning it into a flat monthly charge akin to internet service or payroll. "You can say QuickBooks digitized bookkeeping," he told TechCrunch, "but we want to make [that visible software layer] nonexistent."

The company remains deliberately lean: seven people, consisting of Ali, his technical co-founder, four engineers, and a go-to-market specialist. When TechCrunch spoke with Ali, the team was preparing to launch Tabby Talk, a natural language interface for the product.

Crowded Field, Narrow Opening

Competition in AI-driven accounting is intensifying. Ali's primary target is QuickBooks, still the category's dominant player, but he will also contend with well-capitalized startups like Sequoia-backed Rillet, along with finance tools being developed by the major AI labs themselves.

Ali believes Tabby can find its footing by serving the same small and medium-sized businesses that sustained his original practice. "Everything we see is making us believe that there's a path for other players, because the space is big," he told TechCrunch. "There's 30 million more businesses."

Tabby is one of the startups competing in TechCrunch's Battlefield competition at TechCrunch Disrupt, taking place October 13-15 in downtown San Francisco. Whether it can grow beyond its first 5,500 customers — against incumbents and well-funded rivals alike — will be the key thing to watch.

Meta description: Tabby, built by a former accountant, offers AI-powered real-time bookkeeping for small businesses, with 5,500 customers and $100K ARR in 14 months.

Tags: Tabby, accounting software, AI bookkeeping, startups, TechCrunch Disrupt

Featured image: Abstract illustration of glowing financial data streams flowing into a minimalist dashboard, rendered in a dark blue and teal technology aesthetic.