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Custom AI tools for accounting and bookkeeping firms

Tax season isn't hard because of the math. It's hard because of chasing documents, re-explaining the same things to clients, and building the same letters over and over.

Book your free sit-down

Sound familiar?

Chasing documentsEndless emails asking clients for the same missing forms.
Repetitive lettersEngagement letters and client updates rebuilt from scratch.
Onboarding dragsNew client setup lives in one person's head.

Tools we often build for accounting firms

Starting points, not a menu. Your sit-down decides what's actually worth building.

Missing-document tracker

See what each client still owes you and send reminders in your voice.

Engagement letter builder

Accurate letters from a few inputs, using your terms and pricing.

Client intake summarizer

Turns intake questionnaires into a clean prep sheet for your team.

Why Bench Labs

Business people, not coders. That's the point.

Most AI shops are run by developers who are great at code and new to your problems. We're the opposite. We've built and run real businesses, so we understand the problem first, then build the tool around it using Claude, and bring in developers where needed while we oversee every step.

Made in America. Family-operated.

A typical dev shopBench Labs

Starts with the technologyStarts with your business problem

Talks in features and codeTalks in hours, dollars and headaches

Hands you software and leavesTrains your team until they're confident

You manage the developerAn experienced operator manages it for you

You rent their platformYou own what we build

Case study: our own businesses

We built it for ourselves first.

Before offering this to anyone, founder Jonathan Cole used the exact process on his own companies. He built his business websites with Claude, grew them with organic SEO and paid marketing, and replaced work that used to require paid staff with custom tools.

Bench Labs exists to do the same thing for other businesses: the same playbook, run by the same person, fitted to how your business works.

Read the full case study

100,000+website views per month

$100,000+saved per year in employee costs

Organic + paidSEO and paid marketing, on Claude-built sites

Same playbookwe now run for clients

Results from the founder's own businesses. Every business is different, and we don't promise the same numbers for yours.

Questions from accounting firms

Will client financial data be safe?

We plan data handling with you up front and build in accounts your firm owns. Sensitive records only go where they're allowed to.

Does this work with QuickBooks or Xero?

We build around the software you already use and connect where it makes sense.

Who actually builds the tools?

We design every tool ourselves using Claude, and bring in vetted developers for the pieces that need them. A business person oversees every build from start to finish, so it stays focused on what you actually need.

Is the sit-down really free?

Yes. You get a written plan of the tools worth building whether or not you hire us. You only pay if you decide to go ahead with a build.

Tell us where your week goes. The first hour is free.

Send the basics and we'll reach out to schedule a video call. Want to make the hour count? Fill out the full pre-sit-down questionnaire instead; it takes about 10 minutes.