Perception vs. reality: What reconciliation software can really offer

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Automated reconciliations await. Teams using JustPerform see an 80%–90% reduction in time spent on reconciliation. Could your team benefit from that time back? Upgrade your reconciliation process.

There’s both a lot of hype and a lot of skepticism about AI-powered reconciliation tools. The spectrum ranges from “AI will fully replace human controllers” to “AI causes more harm than help with reconciliations.”

With so many differing views swirling around, we teamed up with insightsoftware to see what’s really going on. We reveal what these tools are capable of, how they interact with controllers and tools like Excel, and what it means for finance teams.

Let’s dive in.

Perception: AI-powered reconciliation tools = AI that completes reconciliations.

Reality: Most tools that claim to be “AI-powered” don’t provide actual automation. They simply identify potential matches and pass AI suggestions back to your team. Controllers still have to review the matches, resolve exceptions, and maintain matching rules; the AI just adds a review step before the manual work gets done.

Here’s the good news: insightsoftware’s JustPerform Account Reconciliation isn’t like most tools. Their AI actually completes reconciliations. So rather than building it from scratch, your team simply approves the finished work.

Perception: Investigating variances is an Excel exercise, plain and simple.

Reality: JustPerform’s AI sees and matches the same individual line items your team does, with confidence scoring on every decision. How is that possible? Unlike most reconciliation tools that connect to your ERP at the balance level, JustPerform connects at the transaction level.

That means it not only flags variances but also tells you which specific transactions make up that variance. And your team doesn’t have to deal with exports, hunting through spreadsheets, or manual matching.

Perception: Even with automation support, the majority of reconciliation work is still manual.

Reality: Approximately 95% of reconciliations can be done autonomously with JustPerform. Its AI handles data processing, transaction matching, and reconciliation statements. Because it delivers finished work instead of just suggestions, your team can simply review and approve it.

What used to take days of manual matching can become mere hours of strategic oversight. That doesn’t just mean more bandwidth (and probably fewer headaches) for your team—it means you can scale reconciliation volume without adding headcount.

Perception: AI leaves messy (or zero) audit trails.

Reality: Audit-ready, transparent AI does, in fact, exist. Case in point: JustPerform provides confidence scores for every automated decision. It keeps complete audit trails documenting what matched, when, and why. It even has built-in approval workflows that maintain proper separation of duties.

While the AI handles operational complexity, your team retains approval authority and full visibility into every decision it makes. With that comes peace of mind knowing the AI can explain itself when you, a member of your team, or an auditor has questions.

Perception: Software can’t change month-end chaos.

Reality: You can trade the status meetings and email chains for comprehensive executive dashboards. On JustPerform’s platform, they show completion status across all reconciliations in real time, so you can spot bottlenecks and track outstanding items before they become problematic.

That kind of visibility into your close progress puts an end to reactive, exhausting firefighting. In its place comes proactive management, clear visibility, and calmer energy during the first days of month end.

Perception: Automation and Excel can’t play nice.

Reality: With JustPerform, you can have your Excel and automation, too. It delivers finished reconciliations in Excel-compatible formats with full audit trails. So your team can enjoy the benefits of automation without abandoning the workflows they already know.

Whether your org is moving away from Excel-based reconciliation or your team happily uses spreadsheets regularly, JustPerform can support the workflows your team thrives on.