Getting your data in the right place for AI, with AI

5min Read

When Accountants discuss AI it often concerns whether machines will replace them with AI ‘taking over’. But, before you get anywhere near replacing a human’s contribution made up of years of experience and, in the case of accountancy, specialist skills you need to understand the way data feeds and creates AI.

In this blog, we consider the relationship between AI and data and the many beneficial ways it can be used to remove the mundane and improve accuracy. Once understood, it’s easy to see how AI can be used by accounting firms to grow their business. Sometimes, by creating capacity that can support new business but often, more importantly, to help firms get the work done to a higher quality using fewer resources – while maintaining profit margins. 

Now, I’m old enough to remember Homer Simpson replacing his job with a water bird on his keyboard and don’t we all want that magic bird to replace our repetitive tasks? Until it fell off the desk and created mayhem, and there is a valuable AI analogy there too.

So, what would such a magic system look like or how can AI provide the greatest data benefits to accountants now? 

The accountants we speak to in the UK tend to be looking for two things:

  1. Linking all the data everywhere – so they don’t have to input or update the numbers and descriptions, but that it’s always automagically available and up to date
  2. And, secondly, they share with us their concern that they don’t think AI will get it right everywhere because every client file is different and not all context is available to the system. So, who’s there to verify and provide judgement if you automate this? 

The answers to these – very true – observations are not straightforward, but allow me to give you a glimpse of the possibilities… 

Linking data requires cloud tools and open APIs, and luckily sharing data between tech providers has become standard practice these days. However, that does not mean this data is ready to just pull into your automated flow. Often it is messy, incomplete and in a custom format. Think of clients using different bookkeeping software, with custom general ledgers, different reporting periods and specific naming conventions. If the data flows in automatically but differently for every file, how does that help you? 

The answer to this is to use 2 magic birds: cloud syncs and AI. 

Cloud syncs make sure that no matter the bookkeeping or practice management software, your data gets transformed into the same structured data model.. Often, however, naming conventions and formats are client specific, meaning that some form of interpretation is required. 

Luckily, these days, we can use artificial intelligence to make a best guess for these, using what we call data enrichment. By adding meaning to all imported data such as general ledgers, the system will know how and where to use this in later steps. Because AI is inherently probabilistic (and can make a mistake, although unlikely), we make sure that the user confirms this enrichment one single time. It only takes a few minutes, but it saves hours and days going forward. More than half a million general ledgers have been enriched this way in the UK alone last year.

Indeed, once the data is always available and standardised (through AI enrichment), Silverfin “only” has to standardise the accounting processes once and the system will know how to use all process steps. Note that this AI is zero-config, meaning it will work on whatever data coming from whatever data source.

Again, the same two objections arise: can we link this data between each step of the process and – of course – how can this work if every client is different and will require a different set of reports, reconciliations, filings etc? Again we invoke the 2 magic birds: link the data between process steps and use AI to enrich.

In Silverfin, we make sure that you only have to fill in data once. Want to add a reconciliation in a working paper? We’ll make sure it automatically flows through to the accounts production and corporate tax. As it should with any connected system. 

And adapt the process for each of your clients so you only fill in what is absolutely necessary. The consistency not only makes the process smoother, but also the review and any handovers between colleagues, enabling much-needed work flexibility.

Finally, all this enriched data allows you to be future proof, for comparative analysis, advanced analytics and even a powerful AI Assistant. But that last part, that is a story for another time! Indeed, we have focused on just the first stepping stone of AI in this blog post, so stay tuned for more advanced steps to come.  

More Posts

Navigating AI adoption: insights from Dan Boyles

Discover expert insights from Dan Boyles on successful AI adoption, common mistakes businesses make, and how AI can enhance productivity.
Read More

The practical future of AI: Insights from Claus Dahl, Director of Machine Learning at Visma

Claus Dahl at Visma shares insights on AI’s role in software development and business strategy - plus the risks companies must navigate.
Read More

Silverfin’s connected Working Papers solution sees 94% annual growth as companies shift from Excel to AI

In Silverfin's latest guide, learn how to move away from Excel to software that improves efficiency and delivers productivity gains using AI.
Read More
7 Steps to Leveraging AI and Machine Learning Automation in Accounting

Accounting machine learning: 7 steps to understanding & managing AI

Learn how to boost your firm with accounting intelligence. Save time, reduce errors and improve client satisfaction with Silverfin.
Read More
Business Team Meeting Discussion Working Concept

Cloud collaboration tools for accountants

Effortless collaboration has become an essential tool for accounting companies. Seamless communication and shared access to data and documentation help teams effectively manage deadlines, prepare ...
Read More
Accountants discuss client's Corporation tax

Cloud-based solutions for tax compliance

With the UK accounting companies facing various challenges, including evolving regulatory demands, complex client portfolios, and growing expectations for efficiency, it’s not surprising that the ...
Read More

EP 1 – Don’t worry, AI isn’t taking over | Claus Dahl, Visma

AI expert Claus Dahl joins Silverfin’s podcast to discuss AI’s impact, opportunities, and risks—without the robot takeover fears.
Read More

Beyond compliance: How technology is redefining the role of accountants

The UK accounting industry is poised for a fundamental shift. Firms are facing increasing regulatory demands, higher client expectations and the challenges of hybrid work ...
Read More
Thomas Worthington UK Product lead

5 Product Trends from Accountex 2025 That Actually Matter (And What They Say About the Future of Accounting)

Intro Something changed at Accountex this year. Yes, the software demos were slicker. The AI buzz louder. The tote bags more… plentiful. But, the real ...
Read More

The real benefits of Artificial Intelligence (AI) in accounting

Facing an avalanche of data and the perpetual need for precise financial reporting, accounting firms are under constant pressure to deliver swift, error-free results. But, how ...
Read More
Two businessmen working on a digital tablet and laptop computer in the office.

Paperless working papers: A future-ready approach

The UK accountancy sector is in the process of a structural shift. HMRC’s Making Tax Digital mandates, changes to Companies House filing requirements, and rising ...
Read More
silverfin

Silver Linings Podcast | Trailer

Whether you’re deep in the world of accounting or just curious about where the industry is heading, it helps to have a guide through the ...
Read More

Let’s Chat

Scroll to Top