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FinFit AI

01 / Expertise

Consultancy Services

Practical transformation grounded in accounting, controls and delivery.

Finance Transformation & Systems

Deliver finance change from discovery and planning through implementation and stabilisation, aligning processes, systems, data and controls with business objectives.

Areas of Expertise
  • Project Management & Business Analysis

    Finance project and workstream management, stakeholder workshops, requirements gathering, prioritisation, options assessment, dependencies, risks and delivery coordination.

  • Process & Operating Model Design

    AS-IS and TO-BE process maps, R2R, P2P and O2C taxonomies, responsibilities, control points and standard operating procedures.

  • Systems Implementation & Integration

    Fit-to-standard assessments, functional specifications, finance configuration requirements, data migration, reconciliations, user acceptance testing, cutover and post-implementation support.

  • Shared Services & GBS

    Transition planning, knowledge transfer, service governance, ownership and operational stabilisation.

  • Finance Change

    Chart of accounts redesign, IFRS adoption, acquisition integration and harmonisation across entities.

Systems & Tools

Systems experience includes SAP ECC and S/4HANA FI/CO/Fiori; SAP BPC, Financial Consolidation and Group Reporting; Microsoft Dynamics 365; Oracle GL/HFM; JD Edwards; BlackLine; Anaplan; Sage; QuickBooks; SAP Signavio; Excel.

Discuss Finance Transformation

Finance Data & Analytics

Connect financial and operational data to produce reliable reporting, explain performance and develop analytical models that support informed business decisions.

Areas of Expertise
  • Finance Data Architecture

    Charts of accounts, accounting dimensions, reporting hierarchies, master data and mappings between source systems and reporting outputs.

  • Data Preparation & Quality

    Extraction, cleansing, transformation, validation, reconciliation and investigation of missing, inconsistent or unusual records.

  • Reporting & Performance Analysis

    Management information, KPI reporting, variance analysis, visualisations and interactive dashboards.

  • Supervised Learning

    Classification and regression models, feature preparation, model comparison, validation and interpretation.

  • Unsupervised Learning

    Clustering and identification of patterns or behavioural groups, including K-means and hidden-state modelling.

  • Statistical Analysis & Forecasting

    Hypothesis testing, A/B testing, uncertainty analysis, forecasting and communicating the limitations of findings.

Tools & Methods

Python; SQL/SQLite; Excel; VS Code; Jupyter; pandas; NumPy; scikit-learn; statsmodels; XGBoost; CatBoost; Plotly; Matplotlib; Seaborn.

Developing Capabilities

Power BI and Alteryx, alongside continued development of data science methods for finance applications.

Discuss Finance Data & Analytics

AI Applications & Responsible Adoption

Design and prototype practical AI applications for Accounting & Finance, Business Analysis and Finance Transformation, with clear controls, human review and traceable outputs.

Areas of Expertise
  • AI-Assisted Discovery

    Guided conversations that capture business context, current processes, pain points, requirements and potential support needs.

  • Prompt Design & Testing

    Reusable prompts, structured response formats, comparative testing and refinement for clarity, consistency and usefulness.

  • Workflow Prototypes

    Assistants that support document preparation, process analysis, quotations, invoicing, payment matching and reporting.

  • Application Development

    Python helpers, API connections, structured JSON data, user interfaces and downloadable reports.

  • Responsible Use

    Defined role boundaries, controlled actions, input validation, human review, error handling and records of system activity.

  • Usage & Cost Visibility

    Tracking model requests, token consumption and estimated costs.

Tools & Platforms

VS Code; Codex; Copilot; Git/GitHub; Python; Jupyter; Streamlit; LangChain; APIs; JSON; SQLite; HTML/CSS.

Discuss AI Applications

Accounting & Finance

Provide hands-on accounting, financial control and reporting support, maintaining reliable ledgers and helping organisations deliver an accurate and well-controlled close.

Areas of Expertise
  • Financial Accounting & Close

    General ledger, journals, accruals, prepayments, fixed assets, leases, intercompany, receivables, payables and month-end/year-end activities.

  • Reconciliations & Financial Control

    Balance sheet substantiation, bank and intercompany reconciliations, inventory and goods receipt/invoice receipt matching, and resolution of discrepancies.

  • Group & Statutory Reporting

    Consolidation packs, statutory accounts preparation, opening balances, acquisition adjustments and reporting instructions.

  • Management Reporting

    P&L, balance sheet and cash-flow reporting; cost and margin analysis; budgets, forecasts and performance commentary.

  • Accounting Policies & Change

    Consistent accounting treatments, posting logic, policy implementation and the practical application of reporting requirements.

Reporting Frameworks

IFRS; UK GAAP; US GAAP; Lithuanian GAAP.

Controls

SOX/ICFR-related financial reporting controls, reconciliations, approvals and supporting evidence.

Systems & Tools

SAP; Oracle/HFM; Microsoft Dynamics 365; BlackLine; Sage; QuickBooks; Excel; Python and SQL for supporting data analysis.

Discuss Accounting & Finance

Audit Readiness & Controls

Prepare financial information, processes and supporting evidence for audit through structured reviews, stronger controls and clear ownership of corrective actions.

Areas of Expertise
  • Financial Statement & Ledger Reviews

    Reconcile statements to underlying records, substantiate balances and investigate inconsistencies or unsupported entries.

  • Process Walkthroughs & Risk Assessment

    Document how transactions flow through systems, identify financial reporting risks and assess control ownership.

  • Policies, Procedures & Controls

    Review accounting policies, operating procedures, approval requirements, segregation of duties and control design.

  • Controls Testing & Evidence

    Support testing, organise evidence, document exceptions and assess whether controls operate as intended.

  • Findings & Remediation

    Prioritise gaps, agree corrective actions, track progress and support implementation.

  • Audit Coordination

    Prepare schedules and supporting documentation, manage information requests and coordinate responses across Finance and other stakeholders.

Reporting Frameworks

IFRS; UK GAAP; US GAAP; Lithuanian GAAP.

Controls Framework Experience

SOX/ICFR, financial close controls, evidence requirements and accountability.

Systems & Tools

SAP; Oracle/HFM; Microsoft Dynamics 365; BlackLine; Excel; Python and SQL for reconciliation and exception analysis.

Discuss Audit Readiness

How I Work

A structured approach, tailored to your business and the support you need.

1. Understand

Understand your business, objectives and challenges. Review relevant processes, systems, information and controls to identify priorities.

2. Plan & Agree

Agree the scope, approach, deliverables, responsibilities and timescales. Define what a successful outcome should look like.

3. Deliver & Review

Complete the agreed work, validate the outputs and review the results with you. Provide appropriate documentation, handover and any agreed follow-up support.