AI Deployment and Adoption

AI is transforming accounting and reporting, creating new opportunities to improve efficiency, enhance insights and strengthen decision-making across the finance function. By embracing AI, organisations can streamline processes, accelerate reporting cycles and unlock greater value from financial data.

To realise these benefits, organisations need confidence that AI solutions are trusted, governed, auditable and aligned with regulatory requirements and stakeholder expectations.

KPMG combines deep accounting advisory experience with leading AI, data and technology capabilities to help organisations identify high-value opportunities, deploy trusted AI solutions and scale adoption with confidence.

Greg Stinson

Partner, Accounting Advisory Services

KPMG in the UK

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Jayesh Gajare

Director, Accounting Advisory Services

KPMG in the UK

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Explore AI Deployment and Adoption services in accounting and reporting

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Current state assessment

Evaluate the readiness of your finance data and technology to enable AI solutions identified in the target-state AI roadmap.

Assess data quality, governance and accessibility against AI solution requirements.
Review data architecture and integrations.
Assess processes, controls and operating model dependencies.
Identify capability gaps and remediation actions for AI deployment.

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Design data foundation

Define the future-state finance data architecture and governance model to deploy and scale AI solutions.

Define the target-state data architecture required to support AI use cases.
Design controls and data management frameworks to enable trusted and auditable AI outputs.
Develop a data transition roadmap to move from current state to an AI-enabled accounting and reporting function.

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AI solutions

Design, develop and deploy AI solutions that automate your processes.

Design AI architectures, workflows and automation frameworks aligned to finance requirements.
Develop proof of concepts (POCs) and prototypes to validate business value and feasibility
Develop and configure AI agents and applications.
Integrate AI solutions with finance reporting systems and processes.
Embed monitoring, governance and oversight controls.

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Trusted AI validation

Assess the accuracy, consistency and control environment of AI solutions across your processes.

Develop testing strategy and validation methodology to test the AI output.
Test AI models, agents and workflows against expected outcomes.
Assess governance, controls and risk management frameworks supporting AI solutions.
Define remediation actions to improve reliability and support trusted AI adoption.

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Realise the value of AI across accounting and reporting with trusted solutions that enhance finance capabilities, improve efficiency, strengthen controls and support confident decision-making.

KPMG helps you navigate accounting and reporting complexity, transform reporting processes and make confident decisions with AI solutions.

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Make the right AI decisions across your accounting and reporting function to unlock value.

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Equip your teams with the skills of the future.

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Your gateway to authoritative accounting and financial reporting guidance, now enhanced with Microsoft Azure AI Search.

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KPMG AI Alliance Ecosystem

We’ve built an ecosystem of the world’s leading tech brands. Combining our expertise with our alliance tech solutions, we harness the power of smart technologies.