Vic.ai FAQs

Overview

What is Vic.ai?

Vic.ai is an AI-powered autonomous accounting platform that automates accounts payable processes from invoice ingestion through posting. Unlike traditional automation tools, Vic.ai uses proprietary AI algorithms and machine learning to understand, process, and code invoices with human-level accuracy — reducing manual work and enabling finance teams to operate more efficiently and strategically.

What does autonomous accounting mean?

Autonomous accounting refers to the use of AI to execute accounting tasks with minimal or no human intervention. Instead of relying on rules or templates, autonomous systems continuously learn from data and improve over time. In accounts payable, this means invoices can be processed, coded, and posted automatically — freeing finance teams from repetitive work.

How is Vic.ai different from traditional AP automation?

Traditional AP automation relies on OCR, templates, and rules-based workflows that require ongoing maintenance. Vic.ai uses AI trained on hundreds of millions of invoices to understand documents contextually — without templates. This allows for higher accuracy, less manual intervention, and continuous improvement over time, enabling true touchless processing.

What problems does Vic.ai solve for finance teams?

Vic.ai eliminates manual invoice processing, reduces errors, and accelerates approval workflows. It helps teams lower processing costs, improve accuracy, prevent duplicates, and gain real-time visibility into AP performance. Ultimately, it allows finance professionals to focus on higher-value work like analysis, forecasting, and strategic decision-making.

AI, accuracy and trust

How accurate is Vic.ai's AI?

Vic.ai achieves 97–99% accuracy on invoice data extraction and coding from day one. Accuracy improves over time as the system learns from corrections and additional data, creating a compounding effect that increases automation rates and reduces the need for human review.

Does the AI improve over time?

Yes. Vic.ai continuously learns from user feedback and new data. Each correction strengthens the model, improving accuracy and increasing the percentage of invoices that can be processed autonomously.

What happens when the AI makes a mistake?

If the AI is uncertain or incorrect, the invoice is flagged for human review. Corrections are captured and fed back into the system, helping improve future predictions. Over time, these corrections reduce the likelihood of similar errors.

How much human review is still required?

It depends on your automation goals, but many organizations achieve a high percentage of touchless invoice processing. Vic.ai allows you to define confidence thresholds, so only invoices meeting your criteria are processed automatically, while others are routed for review.

Can users override or control AI decisions?

Yes. Users maintain full control and can review, edit, or override any AI-generated prediction. You can also configure rules, thresholds, and workflows to align with your internal controls and risk tolerances.

Invoice processing and automation

How does Vic.ai capture and process invoice data?

Invoices are ingested via email, upload, or integration, and then processed using AI-based document understanding. The system extracts header and line-item data, applies coding, and prepares the invoice for approval and posting.

Can Vic.ai handle complex invoices and line items?

Yes. Vic.ai is designed to process invoices with header and line items, multiple coding dimensions, and complex tax structures. It can split costs across accounts, recognize patterns, and apply consistent coding across large datasets.

Does Vic.ai use OCR or something more advanced?

Vic.ai goes beyond traditional OCR. While OCR is used to read text, Vic.ai applies AI to interpret meaning, context, and relationships within the data — resulting in significantly higher accuracy and flexibility compared to rules-based systems.

What is touchless invoice processing (Autopilot)?

Touchless processing, powered by Vic.ai Autopilot, allows invoices to be processed, coded, and posted without human intervention. When the system reaches a high level of confidence, it can fully automate the workflow — reducing manual effort to near zero.

PO matching

What is PO matching?

PO matching is the process of verifying an invoice against a purchase order (PO) and, in some cases, a goods receipt. Vic.ai automatically extracts invoice data and matches it against corresponding PO line items to confirm accuracy before payment. When all data aligns, invoices can be processed without manual review.

What is three-way PO matching?

Three-way matching compares the purchase order, goods receipt, and invoice to ensure that goods or services were ordered, received, and billed correctly. This process helps prevent overpayments, fraud, and errors by validating each step of the transaction.

How does Vic.ai use AI to match POs to invoices?

Vic.ai uses AI to identify whether an invoice is tied to a PO, extract detailed line-item data, and match those items against PO records. The system evaluates quantities, pricing, and descriptions to perform accurate matching — even when formats or descriptions vary.

What happens when a PO match fails?

If a match cannot be completed or discrepancies are detected, Vic.ai flags the invoice for review. Users can quickly identify the issue — such as quantity mismatches or missing receipts — and resolve it within the workflow.

Can Vic.ai handle partial or split PO matching?

Yes. Vic.ai can match partial invoices to POs, handle multiple invoices against a single PO, and even match a single invoice across multiple POs when needed.

Can tolerance thresholds be configured for matching?

Yes. Organizations can define acceptable variances for price or quantity differences. If an invoice falls within those thresholds, it can still be automatically approved and processed.

Does Vic.ai support non-PO invoice processing?

Yes. Vic.ai can fully process non-PO invoices using AI-based coding and automation, allowing organizations to manage both PO and non-PO workflows within the same platform.

Approval flows

How do you set up approval workflows in Vic.ai?

Approval workflows are configured by your organization’s admin based on business rules and conditions. Workflows can be triggered by factors such as invoice amount, vendor, GL account, or department, ensuring the right invoices reach the right approvers automatically.

Can approval workflows be customized?

Yes. Vic.ai offers highly flexible workflow configuration, allowing organizations to tailor approval logic to match internal policies, hierarchies, and compliance requirements.

Can approvals be automated?

Yes. When invoices meet defined criteria and confidence thresholds, approvals can be automated — enabling touchless processing and reducing bottlenecks.

What happens if an invoice requires multiple approvals?

Vic.ai supports multi-step approval chains. Invoices can be routed sequentially or in parallel to multiple stakeholders based on predefined rules.

Is approval history tracked for audit purposes?

Yes. Every action — approval, rejection, or comment — is logged with a timestamp and user attribution. This creates a complete audit trail that can be synced with your ERP.

Can users approve invoices on mobile or remotely?

Yes. Approvers can review and approve invoices from anywhere, helping prevent delays and keeping workflows moving.

How does Vic.ai help enforce internal controls?

Vic.ai enforces controls through configurable workflows, role-based permissions, and audit tracking. Automation reduces manual intervention while ensuring compliance with company policies.

How are exceptions handled in approval workflows?

Invoices that fall outside defined rules or confidence thresholds are automatically routed for review, ensuring that exceptions are addressed without disrupting the overall process.

Payments

What is VicPay and how does it work?

VicPay is Vic.ai’s payment solution that extends automation beyond invoice processing to include payment execution. Once invoices are approved, VicPay enables organizations to securely initiate and manage payments directly within the Vic.ai platform. This creates a seamless, end-to-end accounts payable workflow — from invoice ingestion to final payment — reducing manual handoffs and improving efficiency.

How does Vic.ai streamline the payment process?

Vic.ai automates the entire AP workflow leading up to payment, ensuring invoices are accurately captured, coded, matched, and approved. With VicPay, approved invoices can be processed for payment without leaving the platform, reducing delays and minimizing the risk of errors. This integrated approach improves visibility, shortens payment cycles, and helps finance teams maintain better control over cash flow.

How does Vic.ai ensure secure and accurate payments?

Vic.ai applies multiple layers of control to ensure payment accuracy and security. This includes duplicate detection, approval workflows, audit trails, and role-based permissions. By connecting invoice data directly to the payment process, Vic.ai reduces the risk of manual errors and helps prevent fraudulent or duplicate payments, while maintaining full visibility into every transaction.

Analytics

What kind of analytics does Vic.ai provide?

Vic.ai provides customizable dashboards that offer real-time visibility into AP performance. Metrics include processing time, automation rates, accuracy, invoice volume, and user activity, helping teams monitor and optimize their workflows.

How can analytics improve AP performance?

Analytics help identify bottlenecks, inefficiencies, and opportunities for automation. By tracking key metrics, organizations can continuously improve processing speed, reduce manual effort, and increase accuracy.

Can I track automation rates and touchless processing?

Yes. Vic.ai provides visibility into the percentage of invoices processed autonomously versus those requiring human intervention, helping you measure progress toward automation goals.

Can analytics help identify team productivity?

Yes. Metrics such as time spent per invoice and number of touches per user provide insight into team efficiency and workload distribution.

Does Vic.ai provide vendor-level insights?

Yes. You can analyze performance and accuracy by vendor, helping identify patterns, optimize vendor relationships, and improve data consistency.

Can dashboards be customized?

Yes. Users can configure dashboards to focus on the metrics that matter most to their business, from operational efficiency to accuracy and throughput.

What analytics tiers does Vic.ai offer?

Vic.ai offers multiple analytics tiers:

  • Standard Analytics: Core metrics such as invoice volume, accuracy, and processing time
  • Advanced Analytics: Additional customizable metrics for deeper insights
  • Premium Analytics: Full access to dashboards, unlimited customization, and dedicated support

How does Vic.ai analytics support strategic decision-making?

By providing real-time insights into AP operations, Vic.ai enables finance leaders to make data-driven decisions around staffing, process improvements, vendor management, and cash flow optimization.

ERP integrations

Which ERP systems does Vic.ai integrate with?

Vic.ai integrates with a wide range of ERP systems. Common integrations include leading cloud and on-premise ERPs, and new integrations are continuously being added.

How does Vic.ai integrate with my ERP?

Vic.ai connects via API to sync invoice data, coding, approvals, and posting information. Once processed, invoices are seamlessly transferred into your ERP, maintaining data consistency and audit trails.

Does Vic.ai replace my ERP or work alongside it?

Vic.ai works alongside your ERP. It enhances your existing system by automating invoice processing and improving data quality, while the ERP remains the system of record.

Implementation and time-to-value

How long does it take to implement Vic.ai?

Implementation timelines vary, but many organizations can get up and running quickly. Historical data training can further accelerate accuracy and automation from day one.

What resources are required to get started?

Vic.ai is designed to minimize IT involvement. Most implementations are led by finance teams with support from Vic.ai onboarding specialists, including training and configuration assistance.

How quickly will we see ROI?

Customers often begin seeing efficiency gains and cost reductions shortly after deployment. As automation rates increase over time, ROI continues to compound.

ROI and business impact

What ROI can I expect from Vic.ai?

Vic.ai reduces the manual processing cost per invoice, increases processing speed, and minimizes errors. It also enables teams to scale without adding headcount, creating significant operational and financial impact. Vic.ai also surfaces early payment discounts, giving AP teams more control over their cash flow.

How does Vic.ai reduce AP costs and improve efficiency?

By automating manual tasks, reducing exception handling, and eliminating the need for template maintenance, Vic.ai lowers processing costs and allows teams to handle higher volumes with fewer resources.

Controls, risk and security

How does Vic.ai prevent duplicate or fraudulent invoices?

Vic.ai automatically detects duplicate invoices across all ingested documents and flags them for review. It also applies validation checks and anomaly detection to identify potential risks.

How does Vic.ai ensure data security and compliance?

Vic.ai follows strict security protocols to protect financial data, including encryption, access controls, and audit logging. The platform is designed to meet enterprise-grade security and compliance requirements.

Differentiation

Why choose Vic.ai over other AP automation solutions?

Vic.ai delivers true autonomy — not just automation. Unlike OCR- or RPA-based tools, Vic.ai continuously learns, improves over time, and enables touchless processing at scale. This results in higher accuracy, lower maintenance, and greater long-term value for finance teams.