AI readiness assessment for finance teams

The assessment covers your current accounting systems and every integration feeding into them, checked for what actually connects automatically versus what still requires manual data movement between tools. Transaction volume and process mapping identify where repetitive, high-volume work sits, since that is where automation reliably pays off. Data quality gets reviewed directly against what automation needs: consistent vendor naming, a chart of accounts without excessive overlap, and clean historical data a categorization model could actually learn from. The output is a gap list of specific fixes needed before automation starts, a prioritized roadmap ranking candidate processes by effort against expected time saved, and a written report built to be useful whether or not you engage us for the next step.

We start with a review of your current chart of accounts, vendor list, bank and card feeds, and whatever systems already touch your books, QuickBooks Online, Xero, NetSuite or another platform. Transaction volume across the highest-repetition processes gets pulled and reviewed, since volume is the single biggest driver of whether automation setup cost is worth paying. Data quality issues get documented as specific, fixable items rather than a general grade. Every candidate process is then scored on expected effort to automate against expected time saved, producing a ranked roadmap. The written report is delivered with enough detail that your own team, or ours, could act on it directly.

Teams starting from a fully manual process, trying to figure out where automation would actually help first rather than guessing based on what a vendor is selling, are the most common fit. Growing businesses that have added transaction volume faster than their process has evolved, still doing by hand what used to be manageable manually but no longer is, benefit from seeing exactly where the volume now justifies a change. Teams that already use some automation tools and want an honest check on whether those tools are actually working, or quietly producing errors nobody has caught yet, also use this assessment as a second opinion rather than a first step.

The most common problem is buying an automation tool before checking whether the underlying data can support it, then blaming the tool when a messy vendor list or an inconsistent chart of accounts produces unreliable output. The second is the opposite, assuming systems are too messy to automate at all and continuing years of unnecessary manual work that a focused cleanup would have unlocked. The third is automating the wrong process first, one with lower volume or more genuine judgment calls, while a higher-volume, more mechanical process sits untouched simply because nobody ranked the candidates against each other. The fourth is treating an assessment as a sales funnel rather than a real answer, which is why the report here is built to stand on its own.

The assessment reviews whatever you currently run, most often QuickBooks Online, Xero or NetSuite as the core ledger, alongside whatever connects to it: bank and card feeds, a receipt capture tool, an AP platform, a billing or invoicing system. Power BI or a similar reporting layer gets reviewed too where dashboards depend on the same underlying data quality the assessment is checking. The review does not require you to already have automation tools in place; a fully manual setup gets assessed the same way, against what would be needed to automate specific processes.

The assessment is priced as a fixed-fee engagement, scoped to the number of processes and systems in scope, since a single-entity business on one accounting platform takes meaningfully less time to review than a multi-entity operation with several disconnected systems. It is priced separately from implementation, which is optional and quoted afterward based on what the roadmap recommends. Current published rates for ongoing bookkeeping and related services are on our pricing page; the assessment fee is quoted directly once we know the scope of systems involved.

The measure that matters is whether the report's ranking holds up once implementation starts, whether the processes flagged as highest-value actually deliver the time savings predicted, and whether the gap list caught the real blockers instead of missing one that surfaces mid-implementation. Because many clients do move to implementation with us afterward, the assessment's own accuracy gets tested directly against real results rather than staying a one-time opinion nobody checks again.

The report is written so a team with its own technical or bookkeeping capability can implement the recommendations without further help. Each item on the roadmap states what needs to be fixed or built, roughly how much effort that takes, and what the process currently costs in time so the payoff is visible. Some clients use the report to justify a budget request internally, others use it to choose which vendor or platform actually fits the gap identified, rather than the one with the best marketing. Either use is a legitimate outcome of the assessment on its own.