What you don’t know about artificial intelligence and machine learning could impact which accounting application you choose.
When your small to midsize business (SMB) is in the process of selecting a cloud accounting solution, you’ll want to inquire about three important trends when speaking to vendors. First, you’ll want to know whether the software you’re browsing utilizes machine learning (ML). Then, if it does, how does that ML translate into digital assistance via artificial intelligence (AI)? Finally, you’ll want to know how extendable your software is compared with other systems.
I discussed these trends with a few cloud accounting and enterprise resource planning (ERP) firms to determine just how important each is to helping you do your job. More importantly, we discussed how important each would be in regards to how well you’ll do your job in the near future when these trends become the norm for accounting software.
1. Machine Learning (ML)
At its most basic level, machine learning refers to a software system’s ability to modify its own internal algorithms to improve performance. You know how Facebook knows which friends to tag when you post a photo? That’s because Facebook has been gathering information from all of your previously tagged posts. Ever watched a movie that Netflix recommended to you? Netflix knew to recommend that movie based on your previous selections.
Now how does this relate to accounting software? ML helps do things such as automatically sort billing statements, recommend account codes, and suggest repetitive data placements. More important, as you continue to use your software and accept or reject suggestions by your ML algorithms, the more intelligent the software becomes. Instead of using ML to receive recommendations and sort information, your software will begin to suggest multi-step workflow automations.
“Machine learning will result in better decision making,” said Jon Roskill, CEO of enterprise resource planning company Acumatica. “It will also increase productivity and provide tighter controls and more data insights to see around corners. Budget and forecasting today is based on looking backward over long trend lines, not on recent developments and forward-looking projections. Better reporting results in better decisions.”
If this all sounds expensive, don’t worry. Many of the larger enterprises using accounting software are already employing ML in their systems. It won’t be long before this technology becomes the norm for even the smallest business’ accounting solution.
“As with many accounting and finance software innovations, it’s likely larger enterprises will lead the way in building or requiring solutions that include some form of machine learning,” said Scott Davisson, co-founder of small business software company Acclivity. “From there, millions of small businesses can inherit those innovations as they apply to their needs/requirements. But small business owners are utilitarian as it relates to accounting technology innovations. In other words, they’re busy and stretched for resources, so they tend to adopt solutions that demonstrate a tangible benefit. So, while it may take some time for machine learning to trickle down to the SMB space, it’ll likely provide key, quantifiable advantages when it does.”
2. Artificial Intelligence (AI)
Before we get into how AI will impact small business accounting software, it’s important that we distinguish between ML and AI. The terms are often used interchangeably—and incorrectly. Here’s the basic difference: ML systems use intelligence to improve performance by offering recommendations and ways to streamline processes, whereas systems that use AI give autonomy to the software to carry out tasks and make decisions without human oversight. ML is Netflix making movie recommendations; AI is a car driving you to work while you take a nap in the backseat.
“Artificial intelligence will automate mundane tasks, and there’s no shortage of mundane tasks,” said Roskill. “AI will provide an infinite level of speed and accuracy, removing mistakes and human error, resulting in better accuracy.”
Inputting and auditing expenses, answering basic client questions, and assessing and rejecting loans based on automated risk assessments are just a few of the many useful ways AI is already impacting large enterprise accounting firms. But this level of automation will soon be coming to accounting tools of all sizes.
“Artificial intelligence will open finance and accounting software to a new set of users who don’t need to speak accounting to get insight from the system,” said Aaron Harris, CTO of financial management software company Intacct. “Smart accounting software vendors are designing their artificial intelligence interactivity with the right set of users in mind.”
3. Integrations and Extensions
Anyone who has used cloud-based business software understands the importance of tying data sets from one tool to another. For example, your customer relationship management (CRM) and marketing automation software might come from different vendors, but the distinct data sets in each tool are relevant to users of both systems. As a result, being able to pull data from one system into another or tie workflows across both systems without a deep technology background will make your life easier and your work much smarter.
Davisson said flexibility for accounting software is important because it allows small business owners to act as software developers. “They can assess their internal needs, where they need more efficient workflows, or what apps needs what data,” he said. “And they can implement solutions without embarking on expensive, complicated development projects.”
Tools such as IFTTT and Zapier not only bring disparate systems together, they let you automate complex workflows across multiple systems — and they let you do it with minimal technological experience. An excellent example of what you could accomplish by purchasing an accounting system that can tie into one of these connector tools is the following: When a new transaction is logged into your system, the workflow creates an invoice on Zoho Invoice, posts a notification in Slack, creates a row of data on Google Sheets, sends an email to relevant co-workers, and schedules a future payment. You get the idea.
“Flexibility for accounting tools is paramount,” said Harris. “Even consumers who have opted for suites will likely deploy many solutions. Accounting solutions like Intacct are designed anticipating access to more than just standard accounting information and are designed to be part of company-wide business processes. Connecting all these systems will not only enable a richer data set from which to gain insights, it will also reduce data latency.”
Source: PCMag, 3 Business Trends To Consider When Choosing Cloud Accounting Software, https://medium.com/pcmag-access/3-business-trends-to-consider-when-choosing-cloud-accounting-software-b646e236ce63, Medium, Jun 22, 2017
