Affordable AI for Accounting Practices

Two ways AI helps a practice

Accounting firms can use AI in two separate ways, and it helps to keep them apart. The first is inside the practice: collecting documents from clients, drafting routine messages, preparing workpapers, answering common client questions and tidying records. These uses save your team hours, and the output is checked by the same people who check their own work today.

The second is as a service for clients. Many firms have clients who do research and development work, such as software, manufacturing or engineering, and who may qualify for the research credit but never claim it because documenting it is painful. A firm that can offer a well-organized way to capture the evidence, under its own name, can serve those clients without building a tax-credit practice from scratch. Both uses sit on this page, and you can use either without the other.

Offer R&D credits under your brand

Cost Guru offers an R&D Tax Credit AI agent that helps document and prepare research credit claims for review by a licensed CPA or enrolled agent. Firms that prefer a ready-made route can offer two products from Swanson Reed under their own name. TaxTrex is a documentation product: businesses capture the evidence of their research work inside your system or theirs, and a reviewer sees the claim pack. creditARMOR is an audit-readiness product that runs a mock audit on a claim and returns a risk score and a list of things to fix.

Both are described fully on their own pages. The important points for a practice are that you keep the client relationship, that a qualified professional reviews the work, and that integrations, review tiers and partner pricing are proposals until confirmed with Swanson Reed. We do not claim that either product guarantees a claim will be accepted.

A worked example (illustrative)

This is a made-up scenario to show the shape of the work, not a client result. A firm with forty business clients wonders how many might have research activity. Today the only way to find out is a conversation with each, which no one has time for. Using a short screening workflow, the firm sends each client a few plain questions about whether they build or improve software, products or processes, and the answers sort clients into three groups: clearly not relevant, possibly relevant, and likely worth a closer look.

The firm then focuses its time on the second and third groups. For those, the clients capture project evidence through the documentation tool during the year rather than trying to rebuild it afterwards. At filing time, a reviewer on the firm's team receives a draft claim pack with the evidence, costs and calculations laid out, and decides what is supportable. The saving is not in the review, which still needs expertise, but in the weeks of collecting and organizing that came before it.

Limits and risks

AI drafts can be wrong, so every output a client will rely on must be reviewed by a person with the right qualification. Confidentiality matters even more for a firm than for most businesses, so we help you choose tools whose data handling you understand and limit what each one can see. Professional standards, engagement terms and tax positions are yours to decide. We provide software and preparation support, not tax advice, and forms are filed through an authorized IRS e-file provider or tax software, not by Cost Guru.

On the R&D credit specifically, the credit has strict requirements, and documentation does not create eligibility where the activity does not qualify. A good workflow makes the evidence easier to gather. It does not replace the professional judgment about whether it is enough.

How we work with firms

We start with a call, then scope a small first project in writing. We agree what client information any tool will see, how it is protected and who reviews the output. We hand over documentation your staff can follow, and we do not tie you to a long contract. For the white-label products, we involve Swanson Reed where their terms apply, and we say plainly which parts are confirmed and which are still proposals.