Preparing an Accounting Firm for AI
A research-backed guide for accounting firm partners, directors and practice managers on how to prepare for AI with the right governance, Microsoft 365 foundations and cyber security — before investing in licences.
The two-minute answer
Artificial intelligence is reshaping how accounting firms operate. Tools like Microsoft Copilot can reduce document review time, summarise meetings, draft client communications and surface knowledge buried across SharePoint. But firms that rush into AI without preparing their environment risk exposing confidential client data, producing unreliable outputs and eroding the trust they have spent decades building.
Preparation matters more than speed. The firms that will benefit most from AI are those that first strengthen their Microsoft 365 environment, tighten cyber security controls, clean up permissions and establish clear governance. These foundations determine whether AI delivers measurable business value or simply creates new risk.
This guide explains what accounting firms should do before adopting AI, how the LOOKUP Business Modernisation Framework™ applies to this challenge, and what success looks like when technology decisions are guided by business outcomes rather than product features.
Why AI is changing the accounting industry
Accounting has always been a document-heavy, compliance-driven profession. Partners and managers spend significant time reviewing financial statements, managing client correspondence, preparing reports and ensuring regulatory obligations are met. AI can reduce this burden — but only if the underlying systems are well-managed.
Several forces are converging to make AI adoption a strategic priority for accounting firms:
Skills shortages
Professional bodies including CPA Australia and CA ANZ have highlighted ongoing shortages of qualified accounting professionals, increasing pressure on existing teams to do more with less.
Productivity pressures
Firms are under growing pressure to improve margins. Microsoft's Work Trend Index research has shown that AI tools can significantly reduce time spent on routine tasks like drafting, summarising and searching for information.
Increasing client expectations
Clients expect faster turnaround, proactive advice and seamless digital collaboration. Firms that cannot respond quickly risk losing clients to more technologically capable competitors.
Document-heavy workflows
Accounting practices generate and manage enormous volumes of documents. AI can help organise, search and extract insights from this information — but only if it is structured and governed properly.
Microsoft Copilot adoption
Microsoft Copilot is becoming widely available across Microsoft 365. Firms already using SharePoint, Teams and Exchange are uniquely positioned to benefit — provided their environment is ready.
Cyber security obligations
The Australian Cyber Security Centre (ACSC) and the Office of the Australian Information Commissioner (OAIC) continue to emphasise the importance of protecting sensitive financial and personal information.
What are accounting firms really trying to solve?
When firm partners say they want to "use AI," they are usually trying to solve one or more of these business problems:
Reducing administration
Partners and managers spending hours on repetitive tasks — drafting emails, summarising meetings, searching for documents — instead of delivering client value.
Improving document management
Precedents, policies, client files and internal knowledge scattered across inboxes, shared drives and local folders with no consistent structure.
Increasing productivity
Doing more with the same team — not by working harder, but by removing the friction that slows down every engagement.
Protecting confidential information
Client financial data is among the most sensitive information any business holds. A single breach can destroy decades of trust.
Preparing staff for AI
Staff need to understand how to use AI responsibly, when to trust outputs and when to apply human judgement — without formal governance this is left to chance.
Maintaining client trust
Clients expect their accountant to be both technologically capable and security-conscious. AI adopted without governance can undermine both.
Reducing operational complexity
Disparate systems, inconsistent processes and duplicated work create unnecessary overhead that grows with the firm.
Why this matters
The commercial impact of these challenges is significant. When partners spend hours on tasks AI could handle, billable utilisation drops. When document management is chaotic, engagement quality suffers and review cycles lengthen. When cyber security is weak, a single incident can result in regulatory penalties, client departures and reputational damage that takes years to repair.
Margin pressure is real. Recruitment is harder than it has been in decades. Clients are more demanding and less patient. Firms that continue relying on manual processes and disconnected systems will find it increasingly difficult to compete on quality, responsiveness and price.
AI is not a shortcut past these problems. It is a tool that, when built on the right foundations, can help firms address them systematically. The firms that prepare properly will compound the benefits — stronger security, better collaboration, cleaner data and more productive staff — long before the first AI licence is activated.
A business-first approach to AI
Successful AI projects do not begin with software. They begin with a clear understanding of what the business is trying to achieve, what risks need to be reduced and what foundations need to be in place before AI can be introduced safely.
LOOKUP's approach to helping accounting firms prepare for AI follows six principles:
Business strategy first
Understand what the firm is trying to achieve — productivity, growth, client service, compliance — before selecting any technology.
Technology governance
Establish clear policies for how AI should be used, who is accountable and what oversight is required.
Microsoft 365 optimisation
Ensure SharePoint, Teams and permissions are structured so AI can access the right information without exposing the wrong information.
Security foundations
Strengthen identity protection, conditional access and data governance before introducing AI into daily workflows.
Leadership and ownership
AI adoption is a business decision, not an IT project. Partners must own the strategy and the outcomes.
Training and enablement
Staff need practical guidance on using AI responsibly — not just access to a tool.
How this maps to the LOOKUP Business Modernisation Framework™
Every AI preparation engagement follows the same structured eight-stage framework. This ensures technology decisions are made in the right order — security before AI, governance before deployment, business outcomes before technology features.
01
Discover
Understand the firm's goals, current systems, risks and opportunities.
02
Secure
Strengthen cyber security, identity protection and business continuity.
03
Modernise
Optimise Microsoft 365, cloud and collaboration tools.
04
Standardise
Create consistent policies, documentation and processes.
05
Optimise
Improve workflows, reporting and knowledge management.
06
Prepare
Clean up permissions, data and governance for AI readiness.
07
Implement
Deploy Microsoft Copilot and AI tools with training and oversight.
08
Improve
Review, measure and continuously improve outcomes.
What success looks like
When an accounting firm prepares for AI properly, the benefits extend far beyond the AI tools themselves. The foundations that make AI effective — clean data, strong security, governed permissions, trained staff — also improve day-to-day operations.
Reduced administrative workload
Less time spent on drafting, searching and summarising — more time for client work and advisory.
Safer AI adoption
AI introduced with governance, permissions and oversight rather than left to individual staff discretion.
Improved Microsoft 365 collaboration
SharePoint and Teams structured for secure, efficient teamwork across the practice.
Better document management
Precedents, policies and client files organised so knowledge is findable, not buried.
Greater leadership confidence
Partners and directors making informed technology decisions with a clear roadmap.
Improved client responsiveness
Faster access to information means quicker answers and more proactive service.
Reduced cyber risk
Stronger identity protection, conditional access and data governance protecting client information.
Future-ready technology platform
A Microsoft 365 environment that supports AI today and future innovation tomorrow.
Research and industry insights
Several recognised organisations provide guidance relevant to accounting firms preparing for AI:
CPA Australia and CA ANZ
Australia's leading professional accounting bodies have consistently emphasised the importance of technology adoption, continuing professional development and responsible use of emerging tools. Both organisations encourage members to stay informed about AI and its implications for practice management, ethics and professional standards.
Microsoft Work Trend Index
Microsoft's ongoing research into workplace productivity has documented significant time savings from AI-assisted tasks including drafting, summarising and information search — activities that account for a substantial portion of knowledge work in accounting practices.
Australian Cyber Security Centre (ACSC)
The ACSC promotes the Essential Eight mitigation strategies as a baseline for reducing cyber risk. For accounting firms handling sensitive financial data, these controls are particularly relevant when introducing AI tools that interact with business information.
Office of the Australian Information Commissioner (OAIC)
The OAIC oversees the Privacy Act and the Notifiable Data Breaches scheme. Firms adopting AI must ensure personal and financial information is handled in accordance with their privacy obligations — making data governance a prerequisite, not an afterthought.
These organisations do not prescribe a single approach to AI adoption. However, their guidance consistently points to the same conclusion: responsible AI use requires strong governance, secure systems, quality data and informed leadership.
Illustrative business outcome
This example reflects a common scenario seen across accounting firms and is provided to demonstrate how a structured approach may improve business outcomes. It is not a real client case study and no specific client is referenced.
Business Challenge
A mid-sized accounting firm with approximately 30 staff across two offices wants to adopt Microsoft Copilot. Their SharePoint structure has grown organically over years, permissions are inconsistent, and several former staff accounts still have access to client folders. There is no AI policy and no clear ownership of technology decisions.
LOOKUP Approach
- Conducted a full Microsoft 365 assessment including SharePoint structure, Teams usage and permission review
- Implemented conditional access and multi-factor authentication across all accounts
- Cleaned up legacy permissions and removed inactive accounts
- Restructured SharePoint to align with practice areas and client engagement workflows
- Developed an AI governance policy covering acceptable use, human oversight and data protection
- Ran staff training sessions on responsible AI use before deploying Copilot licences
- Launched a pilot with five users across different roles to measure outcomes
Potential Outcomes
- Staff using Copilot for meeting summaries, document drafting and knowledge search with appropriate oversight
- Reduced time spent searching for precedents and client information
- Stronger security posture with conditional access and cleaned-up permissions
- Clear governance so all staff understand how AI should and should not be used
- A structured Microsoft 365 environment that supports future AI initiatives
Frequently asked questions
Should accounting firms use AI?
Yes, but with preparation. AI can reduce repetitive work, improve document search and help staff respond to clients faster. However, firms that adopt AI without governance, security or training risk exposing client data and producing unreliable outputs.
Is Microsoft Copilot safe for accounting firms?
Microsoft Copilot is designed to work within your existing Microsoft 365 permissions. If your permissions, SharePoint structure and governance are well-managed, Copilot can be used safely. If they are not, Copilot may surface information that should not be accessible — which is why preparation is essential.
Can AI access confidential client files?
AI tools like Microsoft Copilot can only access information that the user has permission to see. If permissions are poorly managed, AI may expose information more broadly than intended. Cleaning up permissions is one of the most important preparation steps.
How should accounting firms govern AI?
Governance starts with a clear AI policy covering acceptable use, human oversight, data protection and incident reporting. It also requires executive ownership — partners must take responsibility for how AI is used, not leave it to individual staff discretion.
Do we need AI policies before adopting Copilot?
Yes. An AI policy provides staff with clear guidance on what AI should and should not be used for, how to handle sensitive information and when human review is required. Without a policy, usage is left to individual interpretation.
Should we optimise Microsoft 365 first?
Absolutely. Microsoft 365 is the platform AI tools like Copilot operate within. If SharePoint is disorganised, Teams is underused and permissions are inconsistent, AI will amplify those problems rather than solve them.
Can AI replace accountants?
No. AI can assist with repetitive tasks like drafting, summarising and searching, but professional judgement, client relationships and regulatory expertise remain human responsibilities. AI is a tool that supports accountants, not a replacement for them.
How does AI improve productivity in an accounting firm?
AI can reduce time spent on routine tasks — meeting summaries, document drafts, knowledge search, client communications — freeing partners and staff to focus on higher-value advisory work and client relationships.
What cyber security controls should we prioritise before AI?
Multi-factor authentication, conditional access, cleaned-up permissions, endpoint protection and tested backups are the baseline. The Essential Eight provides a practical framework for accounting firms to follow.
How long does AI preparation take?
It depends on the size and complexity of the firm. A structured assessment typically takes a few weeks, followed by implementation of security, governance and Microsoft 365 optimisation. A pilot can then begin within a few months.
Can LOOKUP work alongside our existing software vendors?
Yes. LOOKUP focuses on your Microsoft 365 environment, cyber security and governance. We work alongside practice management software vendors and other technology providers rather than replacing them.
What industries does LOOKUP support?
LOOKUP works with accounting firms, law firms, financial services businesses, franchise groups and HVAC businesses. Our accounting industry page provides more detail on our approach.
What areas does LOOKUP service?
We support businesses across Greater Sydney from our Rockdale headquarters, including St George, Sydney CBD, the Sydney Airport corridor, the Southern Business Corridor, the Eastern Suburbs and Parramatta & Western Sydney.
Do we need Managed IT Services to prepare for AI?
Not necessarily, but a well-managed IT environment is a prerequisite for successful AI. Many firms benefit from combining AI readiness with ongoing managed IT and cyber security support.
How do we get started?
Book a Technology Strategy Session. We'll assess your current Microsoft 365 environment, cyber security posture and governance readiness, and provide a practical roadmap for AI preparation.
Executive guides
Business Modernisation Framework™
The eight-stage methodology behind every LOOKUP engagement.
AI Readiness
Prepare your organisation for successful AI adoption.
AI Implementation
Deploy AI with confidence, governance and measurable outcomes.
AI Governance
Develop responsible AI policies and governance.
Business Technology Roadmap
Align technology investment with long-term business goals.
Microsoft Copilot Readiness
Prepare Microsoft 365 for secure AI adoption.
Accounting Industry Page
Technology services designed for accounting firms.
How LOOKUP can help
Virtual CIO
Executive technology leadership without a full-time CIO.
Microsoft 365
Implement, optimise and secure your Microsoft 365 environment.
Managed IT Services
Proactive technology management that reduces downtime.
Cyber Security
Practical security that reduces business risk.
AI Readiness
Prepare your organisation for successful AI adoption.
AI Implementation
Deploy AI with governance, security and measurable outcomes.
What business leaders should do next
If your accounting firm is considering AI, these practical steps will help you prepare before investing in licences:
Review Microsoft 365
Assess your SharePoint structure, Teams usage and permissions. If information is disorganised, AI will amplify the problem.
Assess cyber security
Confirm multi-factor authentication, conditional access and endpoint protection are in place before introducing AI.
Identify repetitive workflows
Document the tasks that consume the most staff time — drafting, searching, summarising — as these are prime AI candidates.
Develop AI governance
Create a clear policy covering acceptable use, human oversight and data protection before staff begin using AI tools.
Prepare staff
Provide training on responsible AI use so staff understand when to trust outputs and when to apply professional judgement.
Build a technology roadmap
Create a multi-year plan that aligns security, Microsoft 365, AI and business growth — rather than reacting one purchase at a time.
Preparing your accounting firm for AI starts with better decisions
Successful AI adoption begins with strategy, governance and leadership. LOOKUP helps accounting firms modernise technology, strengthen Microsoft 365, improve cyber resilience and prepare for AI through practical business technology advice.
Peter Kantarelis
Founder, LOOKUP — Business Technology Strategist
Peter Kantarelis is the Founder of LOOKUP and a business technology strategist helping Australian organisations modernise technology, strengthen cyber security and prepare for practical AI adoption.
He regularly works with business owners and leadership teams to improve productivity, reduce operational risk and implement technology that delivers measurable business outcomes. The LOOKUP Business Modernisation Framework™ reflects more than 25 years of helping Australian businesses make better technology decisions.
