Illustrative scene of a professional reviewing a working paper

Meet our
AI agent team.

Our specialist AI agents are integral members of the KMFINCO team, working alongside our professionals on audit plans, financial statements, tax returns, payroll, contracts and insurance reports. Together, we turn your records and questions into clear deliverables and personal advice.

Specialist AI team members
5
Connected practice areas
6
Your KMFINCO relationship
One team
Judgement & approval
Human

Five disciplines.
One connected team.

Find the specialist for the work you need: audit testing, accounts and forecasts, tax and payroll, contracts and company documents, or insurance reporting. Our professionals bring the disciplines together around your engagement.

Our AI specialists and professionals work together as one integrated KMFINCO team. Our AI agents prepare, analyse and review the work. KMFINCO professionals oversee each engagement and approve the final deliverables. Meet the wider KMFINCO team

Better preparation.
A clearer conversation.

More time for your priorities

Our agents prepare audit workpapers, accounts, returns, contracts and insurance reports. Our professionals can focus more of the conversation on the findings, decisions and advice that matter to you.

Evidence you can follow

Sources, assumptions and open questions stay with the work. Review starts with a clear trail from the underlying records to the proposed conclusion.

Advice that stays personal

Your KMFINCO relationship connects the right expertise around you. Our professionals bring context, judgement and accountability to the next step.

Professional expertise.
Enhanced by AI.

Clearer insight. Efficient delivery. Personal advice. Our professionals and AI specialists work as one team across audit, accounting, tax and advisory services. By streamlining routine work and bringing information together, we give more attention to the questions and decisions that matter to you.

The difference in practice

From the first set of records to the final advice, our approach brings professional expertise and AI-supported analysis together.

Quality & judgement

Advice grounded in a clearer view of your business.

Traditional delivery
Source review, calculations and cross-checks rely largely on manual preparation before professional review.
The KMFINCO approach
Our AI specialists help analyse records, check calculations and highlight inconsistencies. Our professionals assess the findings and turn them into advice relevant to your business.
Supporting evidence

Accounting experiment

An accounting experiment found higher transaction-classification accuracy when accountants worked with AI recommendations.

View the accounting study

Speed & turnaround

Move from information to insight sooner.

Traditional delivery
Preparing schedules and passing work between teams can lengthen the route to a completed report or return.
The KMFINCO approach
Our team can prepare related schedules, reconciliations and drafts in parallel, helping move your work towards review and completion with less repetitive effort.
Supporting evidence

Consulting experiment

A study of 758 BCG consultants found that AI assistance reduced the time needed to complete tasks within the tool’s capabilities.

View the consulting study

Cost & value

Focus your budget on the work that matters.

Traditional delivery
A significant share of the engagement can be spent gathering information, reconciling records and preparing documents.
The KMFINCO approach
We reduce repetitive preparation so our professionals can spend more time on review, analysis and advice. The fee reflects the services and deliverables agreed with you.
Supporting evidence

Observed association

Fedyk and colleagues studied large US audit firms using pre-generative-AI data. Published 7 July 2022, the study associated a one-standard-deviation increase in AI workforce share over the prior three years with audit fees 0.9%, 1.5% and 2.1% lower one, two and three years later.

Read the audit study · Review of Accounting Studies

Evidence coverage

A broader view of your records.

Traditional delivery
Review often centres on selected records and individually performed checks.
The KMFINCO approach
Where suitable data and tools are available, our AI specialists help examine larger volumes of information and flag unusual items for our professionals to investigate.
Supporting evidence

Simulation · Synthetic data

BIS and the Bank of England’s Project Hertha used 1.8 million synthetic accounts and 308 million transactions. Published 5 June 2025, it found 12% more illicit accounts when payment-network analytics supplemented the comparison approach.

Read Project Hertha · BIS Innovation Hub

Consistency & traceability

Understand the reasoning behind the advice.

Traditional delivery
Supporting records, calculations and comments may be spread across separate files and correspondence.
The KMFINCO approach
We connect the documents, calculations and explanations behind the work, making it easier to understand the findings, follow decisions and revisit a conclusion.
Supporting evidence

Survey · Reported concerns

Datarails and Global Surveyz surveyed 270 US finance leaders in July 2026; published September 2026. 75% cited inability to audit or explain AI output as a barrier to trust.

Read the CFO survey · Datarails / Global Surveyz

Capacity & specialist input

Specialist expertise, working together.

Traditional delivery
Bringing audit, finance, tax and legal work together takes time and coordination across specialist teams.
The KMFINCO approach
Our five AI specialists work alongside KMFINCO’s professionals across related disciplines, helping connect your accounts, tax, contracts and reporting within one engagement.
Supporting evidence

Accounting survey

An accounting survey linked greater reported AI use with more clients supported in a typical week.

View the accounting survey

Your team's time

Less administration for your team.

Traditional delivery
Separate information requests can leave your team answering similar questions and resending documents.
The KMFINCO approach
We bring related requests together, identify missing information early and keep the next steps clear, so your team can spend less time managing the process.
Supporting evidence

Workplace experiment

Dillon and colleagues studied randomized tool access across 66 firms and 7,137 knowledge workers over six months. In the trial’s second half, users among those given access spent two fewer hours on email each week. Accepted by American Economic Review: Insights; forthcoming at the review date.

Read Shifting Work Patterns with Generative AI · AEA

Confidentiality & accountability

Confidence in how your work is handled.

Traditional delivery
Confidentiality, technical review and responsibility for the final work sit with the professional team.
The KMFINCO approach
Our AI specialists work within the engagement’s information-access arrangements. Your KMFINCO professionals review the conclusions and take responsibility for the advice and deliverables.
Supporting evidence

Survey · Reported concerns

In the same July 2026 survey of 270 US finance leaders, 49% cited data privacy concerns as a barrier to trust.

Read the CFO survey · Datarails / Global Surveyz

What the studies show

Findings from external studies in consulting and accounting.

Consulting experiment25.1%Less time on consulting tasks758 consultants using GPT-4 on selected assignmentsOrganization Science · March 2026Measured on tasks within the AI tool’s capabilities.About this study
Study & comparison
758 BCG consultants; GPT-4 access, with or without an overview, versus no AI access.
Study dates
June 2023
Published
11 March 2026
Findings
Time reduction for suitable tasks. Human-graded scores rose 29.9% and 33.9% in the two AI groups.
How task completion time compares
No AI access 100
AI-assisted 74.9
Dell’Acqua and colleagues · Organization Science
Accounting experiment+17.5percentage pointsHigher classification accuracyAccountants classifying financial transactions with AI recommendationsAccounting study · April 2026An improvement of 17.5 percentage points on the task studied.About this study
Study & comparison
99 accountants classified 43 transactions, with AI recommendations or manually.
Study dates
Experiment dates are not stated in the article’s main methods section.
Published
16 April 2026
Findings
Accuracy improved; average total completion time did not change significantly.
Choi & Xie · Wiley
Accounting survey19%More clients supported weeklyWeekly client support among accountantsAccounting study · April 2026Linked to greater reported AI use. This finding is observational.About this study
Study & comparison
Survey of 277 accountants; higher versus lower reported AI use.
Study dates
November 2024 and March 2025
Published
16 April 2026
Findings
Each one-standard-deviation increase in reported AI use was associated with 19% more clients supported in a typical week. Total client rosters did not change significantly.
Choi & Xie · Wiley
Sources and context

More value from every engagement.

Efficient preparation allows more of the engagement to focus on analysis, review and advice. We agree the services, deliverables and fee with you at the outset, taking account of the complexity of your work and the information available.

How efficiency can affect the overall cost

Illustrative example using hypothetical cost units, not a quotation or measured saving.

Preparation, professional review and technology

Traditional delivery: 100 cost units

60 preparation + 40 review

AI-assisted: 90 cost units

42 preparation + 40 review + 8 technology / controls

A 30% reduction in preparation cost produces a 10% reduction in total cost in this example. Another 10 units of rework would remove the saving.

Expertise at every stage.

Your KMFINCO professionals remain closely involved throughout the engagement. They bring technical expertise, challenge the analysis and shape the advice around your circumstances, with responsibility for the final conclusions and deliverables.

How we deliver and review our work
Sources and professional guidance

The featured studies examine different tasks, tools and settings. Their findings illustrate the potential of AI assistance; they are not forecasts of KMFINCO's performance, fees or delivery times. Each study panel sets out the comparison and its limitations.

Traditional delivery refers here to workflows based predominantly on manual preparation. Actual approaches vary between firms. A fair comparison considers the full scope of work, professional review, corrections, technology and information handling.

The following professional references address responsible AI use. They provide guidance and commentary, rather than evidence of performance benefits or an endorsement of KMFINCO.

Sources reviewed: .

Our expertise.
Connected to your work.

Start with the accounts, report, return, contract or review you need. We connect the relevant AI team members and professionals across KMFINCO's practice areas, with clear deliverables and review responsibilities.

Global Mobility

Corporate and employment documents, Malta and EU legal analysis, personal tax returns and cross-border tax questions.

One team.
Clear responsibilities.

Our AI specialists and professionals work together throughout the engagement. Scope, evidence, review and approval stay connected from the first question to the next action.

  1. Agree the scope

    We start with your question, the deadline and the records available. A KMFINCO professional defines the task, information access and required output.

  2. Prepare the deliverables

    The relevant AI specialist prepares the audit workpapers, accounts, returns, contracts or insurance reports agreed for the task. Sources, assumptions and review questions stay with the work.

  3. Review with judgement

    Our professionals check sources and calculations, challenge the draft and resolve gaps. Your business context shapes the advice and next step.

  4. Approve the next step

    The authorised person approves what may be relied on, communicated or submitted. We record completion and any remaining action owners.

The right support.
Around your priorities.

We agree the work, responsibilities and specialist input before preparation starts. Your existing advisers and authorised decision-makers stay part of the conversation.

For businesses and finance teams

Bring audit readiness, financial statements, management accounts, tax returns, payroll and contract reviews together. We agree the deliverables with your team, whether you need recurring finance support or a defined reporting assignment.

Explore our expertise

For families and international matters

Bring reporting, ownership, governance and mobility questions together. Our preparation supports coordination with the appropriate legal, tax, fiduciary and authorised investment specialists.

Explore our network

Technology supports the work.
People remain accountable.

Our professionals verify the facts, calculations and conclusions behind each deliverable. Professional opinions, signed reports, filings and external actions follow the agreed approval process. The authorised professional and client retain their responsibilities, with regulated or reserved services scoped to the appropriate provider.

The values behind our work

Bring us the question.
We'll agree the next step.

Tell us which accounts, audit, tax return, payroll, contract or insurance report you need and your timetable. We'll agree the deliverables, fee and professional review. Share confidential records through the channel agreed with our team.