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AI Opportunity Assessment

BerryDunn: AI Agents for Operational Lift in Accounting & Consulting

Explore how AI agents can drive significant operational improvements for accounting and consulting firms like BerryDunn. This assessment outlines key areas where AI deployment can enhance efficiency, reduce costs, and free up professional time for higher-value activities.

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10-20%
Reduction in manual data entry tasks
Industry Accounting Benchmarks
20-30%
Improvement in audit documentation efficiency
Accounting Technology Surveys
2-4 weeks
Faster client onboarding cycles
Consulting Operations Studies
5-10%
Increase in billable hours capacity
Professional Services AI Adoption Reports

Why now

Why accounting operators in Portland are moving on AI

In Portland, Maine's accounting sector, the pressure to enhance efficiency and client service is intensifying, driven by rapid technological advancements and evolving market demands.

The Evolving Landscape for Maine Accounting Firms

Accounting firms across Maine are facing significant operational pressures. Labor cost inflation continues to be a primary concern, with average staff salaries in professional services seeing increases of 5-8% annually according to industry surveys. This makes optimizing existing human capital and reducing reliance on rote tasks critical for maintaining profitability. Furthermore, the increasing complexity of tax codes and audit requirements necessitates more sophisticated tools and processes, pushing firms to adopt technologies that can manage this complexity at scale.

Navigating Consolidation and Competitive Pressures in Assurance, Tax, and Consulting

Across the accounting industry, particularly in Assurance, Tax, and Consulting, a trend toward market consolidation is evident. Larger, national firms and private equity-backed consolidators are acquiring regional players, creating economies of scale that smaller or mid-size firms must counter. This competitive dynamic is forcing businesses like BerryDunn to seek operational efficiencies to remain competitive or attractive for future strategic moves. Peers in the mid-Atlantic region, for instance, are seeing a 10-15% increase in M&A activity year-over-year, according to Dealogic reports. This consolidation extends to adjacent sectors, with wealth management and specialized IT consulting practices also experiencing significant M&A.

AI as a Strategic Imperative for Portland-Area Accounting Practices

The adoption of AI is no longer a future possibility but a present necessity for accounting firms in the Portland area and beyond. Early adopters are demonstrating significant operational lift. For example, firms deploying AI for document review and data extraction report a 20-30% reduction in manual processing time for routine tasks, as noted in recent AICPA technology trend analyses. This operational improvement directly impacts client service, enabling faster turnaround times and freeing up highly skilled professionals to focus on strategic advisory services rather than administrative burdens. The window to integrate these capabilities before they become standard competitive practice is narrowing, with many industry analysts projecting that AI will be a table stake for client acquisition and retention within the next 18-24 months.

Meeting Elevated Client Expectations with Advanced Technology

Clients today expect more than just compliance; they demand proactive insights, real-time data access, and highly personalized service. Accounting firms that leverage AI can meet these elevated expectations more effectively. AI-powered analytics can uncover trends and opportunities within client data that might be missed through traditional methods, leading to more valuable strategic advice. Furthermore, AI can automate client onboarding, streamline communication, and provide clients with self-service portals for certain information requests, thereby enhancing the overall client experience. Firms that fail to adapt risk falling behind competitors who are already implementing these advanced client-facing technologies, potentially losing market share in key service areas like tax planning and business consulting.

BerryDunn — Assurance Tax and Consulting at a glance

What we know about BerryDunn — Assurance Tax and Consulting

What they do

BerryDunn is a professional services firm based in Portland, Maine, established in 1974. The company specializes in assurance, tax, and consulting services for a wide range of clients, including businesses, nonprofits, and government agencies across the United States and its territories. With approximately 946 employees and annual revenue of about $100.9 million, BerryDunn emphasizes long-term client relationships and industry-specific expertise. The firm operates under two entities: Berry, Dunn, McNeil & Parker, LLC for tax and consulting services, and BDMP Assurance, LLP for attest services. BerryDunn offers a comprehensive suite of services, including tax consulting and compliance, assurance and audit services, and various consulting solutions such as business process improvement and IT system implementation. The firm serves diverse sectors, including government, healthcare, education, and technology, and adopts a collaborative approach to deliver personalized solutions that support clients' strategic goals.

Where they operate
Portland, Maine
Size profile
national operator

AI opportunities

6 agent deployments worth exploring for BerryDunn — Assurance Tax and Consulting

Automated Client Onboarding and Data Collection

The initial client onboarding process in accounting is often manual, involving extensive data requests and validation. Streamlining this phase allows firms to start engagements faster, improve client satisfaction, and reduce administrative burden on staff. This frees up valuable time for client advisory services.

20-30% reduction in onboarding time— Industry benchmarks for professional services automation
An AI agent can manage the entire client onboarding workflow. It sends out standardized data request forms, validates submitted information against predefined criteria, flags discrepancies for human review, and securely stores all collected documents, ensuring compliance and accuracy.

AI-Powered Audit Evidence Gathering and Analysis

Auditing requires meticulous examination of vast amounts of financial data and supporting documentation. Automating the initial evidence gathering and preliminary analysis can significantly speed up the audit process, reduce the risk of human error, and allow auditors to focus on higher-risk areas and complex judgments.

15-25% increase in audit efficiency— AICPA technology adoption surveys
This agent automates the request and collection of audit evidence from clients. It can perform initial data validation, identify anomalies or outliers, and categorize documents according to audit standards, presenting summarized findings to the audit team for review.

Automated Tax Document Review and Preparation

Tax preparation involves reviewing numerous documents, identifying relevant information, and ensuring compliance with complex regulations. Automating the initial review and data extraction from tax documents can reduce processing time, minimize errors, and improve the accuracy of tax filings.

10-20% faster tax return processing— Internal Revenue Service (IRS) data on tax preparation time
An AI agent can ingest various tax-related documents (e.g., W-2s, 1099s, receipts), extract key data points, cross-reference information for consistency, and flag potential issues or missing data for tax professionals. It can also assist in populating standard tax forms.

Client Inquiry and Support Automation

Accounting firms frequently receive routine client inquiries regarding deadlines, document status, or basic tax/audit questions. Automating responses to these common queries improves client service responsiveness and reduces the workload on client-facing staff, allowing them to handle more complex issues.

25-40% reduction in routine client inquiries— Call center and client support automation studies
This AI agent acts as a first point of contact for clients, answering frequently asked questions via email or chat. It can access a knowledge base of firm policies and standard information, and escalate complex issues to the appropriate human team member.

Compliance Monitoring and Reporting Automation

Ensuring ongoing compliance with evolving regulations is critical in accounting. Automating the monitoring of regulatory changes and the generation of compliance reports helps firms stay ahead of requirements, reduce risk, and demonstrate adherence to standards for their clients.

15-20% improvement in compliance accuracy— Professional services compliance benchmarks
An AI agent can continuously monitor regulatory updates relevant to the accounting industry and specific client sectors. It can then automatically generate reports summarizing compliance status, identifying potential risks, and flagging actions needed to maintain adherence.

Internal Knowledge Management and Research Assistant

Accounting professionals need quick access to a vast amount of technical knowledge, standards, and past project data. An AI-powered internal assistant can significantly reduce research time, improve the consistency of advice, and facilitate knowledge sharing across the firm.

10-15% reduction in internal research time— Consulting firm internal efficiency studies
This agent acts as an intelligent search engine for internal firm documents, industry standards, and best practices. It can answer complex technical questions, summarize relevant regulations, and retrieve information on past engagements, providing direct answers and citations.

Frequently asked

Common questions about AI for accounting

What tasks can AI agents automate for accounting firms like BerryDunn?
AI agents can automate numerous repetitive and time-consuming tasks within accounting, including data entry and reconciliation, document review and summarization (e.g., contracts, leases), initial client onboarding data collection, compliance checks, and basic client query responses. This frees up human staff to focus on higher-value strategic advisory, complex problem-solving, and client relationship management.
How do AI agents ensure data security and compliance in accounting?
Reputable AI solutions for accounting are designed with robust security protocols, often exceeding industry standards. They typically employ end-to-end encryption, access controls, and audit trails. Compliance with regulations like GDPR, CCPA, and AICPA guidelines is a primary focus for vendors. Firms must ensure their chosen AI partners have clear data governance policies and certifications relevant to financial data handling.
What is the typical timeline for deploying AI agents in an accounting practice?
Deployment timelines vary based on the complexity of the AI solution and the firm's existing infrastructure. For focused applications like automating accounts payable or specific document analysis, initial deployment and integration can range from 3-6 months. Broader enterprise-wide deployments involving multiple workflows might take 9-18 months. Phased rollouts are common to manage change effectively.
Can accounting firms start with a pilot program for AI agents?
Yes, pilot programs are a standard and highly recommended approach. Firms often start with a specific department or a well-defined workflow, such as tax document processing or audit evidence gathering. This allows for testing, refinement, and demonstration of value with limited risk before a full-scale rollout. Pilot phases typically last 1-3 months.
What data and integration are required for AI agents in accounting?
AI agents require access to structured and unstructured data relevant to their tasks. This includes financial statements, invoices, receipts, tax forms, client communication logs, and ERP/accounting software data. Integration typically occurs via APIs or secure data connectors to existing systems like QuickBooks, Xero, NetSuite, or proprietary client management platforms. Data standardization and quality are critical for optimal AI performance.
How are staff trained to work alongside AI agents?
Training focuses on enabling staff to leverage AI tools effectively. This includes understanding AI capabilities and limitations, overseeing AI outputs, managing exceptions, and focusing on higher-level analytical and advisory tasks. Training programs are often blended, combining online modules, workshops, and on-the-job coaching, emphasizing collaboration between human professionals and AI agents.
How do AI agents support multi-location accounting firms?
AI agents provide significant operational lift for multi-location firms by standardizing processes across all offices. They ensure consistent data handling, compliance adherence, and service delivery, regardless of geographic location. Centralized AI platforms can manage workflows and data for numerous branches, improving efficiency and reducing inter-office communication overhead. This scalability is a key benefit for firms with a distributed workforce.
How do accounting firms measure the ROI of AI agent deployments?
ROI is typically measured through a combination of efficiency gains and cost reductions. Key metrics include reduction in processing time per task (e.g., invoice processing time), decrease in error rates, improved staff utilization (reallocation to higher-value work), faster client response times, and reduction in overtime hours. Some firms also track improvements in client satisfaction scores and the ability to handle increased client volume without proportional staff increases.
How much could BerryDunn — Assurance Tax and Consulting save with AI agents?
Meo estimates BerryDunn — Assurance Tax and Consulting could capture $14.4M–$68.4M in annual savings across 4 automation candidates based on its scale, tech stack, and industry cohort. Typical payback is approximately 4 months. Source: Meo Advisors' internal benchmark model.

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