⚡ Custom Engineering & Financial AI

Custom AI Implementation & Financial Automation for Canadian Businesses

Stop losing hours to manual data re-entry, CSV manipulation, and broken spreadsheets. We engineer production-grade AI agents, custom Python automations, and intelligent ERP pipelines designed specifically for Canadian corporations and growing tech firms.

Our Engineering Arsenal

Full-Stack Tech Stack Breakdown

Every pipeline is built with enterprise security, reproducible scripts, and direct API endpoints.

Python Data Pipelines

Automated ETL scripts that extract statement files, normalize banking data across multiple Canadian financial institutions, and push validated batches directly into your GL.

• Pandas / NumPy data cleaning
• Scheduled background CRON tasks
• Encrypted multi-currency ingest

Gemini API & LLM Agents

Server-side AI models that parse complex vendor contracts, extract unstandardized invoice PDFs, detect billing discrepancies, and provide natural language variance commentary.

• Multimodal invoice extraction
• Schema-enforced JSON output
• Contextual vendor classification

VBA

Custom CSV & Excel Macros

Eliminate copy-paste errors with custom Office Scripts and Power Query models that turn hours of messy weekly downloads into one-click board-ready reports.

• Automated reconciliation templates
• Stripe & Shopify payout splitters
• Dynamic pivot & cash runout tabs

Proven Implementations

High-Impact Financial Automation Use Cases

01. Real-Time Cash & KPI Dashboards

Live executive views combining banking APIs, accounts receivable aging, and burn rates into single-pane glass. Know your true cash runway every morning without waiting for month-end close.

02. Automated Multi-Entity Reconciliation

Intercompany transactions, foreign exchange conversions (CAD/USD/TRY), and payment gateway clearing accounts matched algorithmically with audit-ready traceability.

03. Automated CRA HST & Source Deductions

Automated sales tax reconciliation ensuring Input Tax Credits (ITCs) are maximized while flagging non-deductible expenses ahead of corporate filing deadlines.

04. Receipt & Expense Ingestion on Autopilot

Digital inbox pipelines through Dext/Hubdoc integrated with LLM verification to catch duplicate claims, missing tax IDs, and miscategorized operational expenses.

🛡️ CPA Ontario Standards & Human-In-The-Loop Governance

Why "Pure AI" Fails Without Professional CPA Oversight

AI models can generate plausible-sounding calculations, but they carry no legal liability and cannot represent you during a Canada Revenue Agency review. Every automation built by Ozgun Aydingoz CPA Professional Corporation is governed under the strict professional standards of CPA Ontario.

Human-In-The-Loop Every tax classification and journal voucher undergoes validation rules calibrated by a licensed CPA.

Data Sovereignty Zero client financial data is fed into public LLM training datasets. Everything runs in isolated Canadian environments.

6-Year CRA Audit Trail All programmatic transformations maintain verifiable digital breadcrumbs compliant with subsection 230(4) of the Income Tax Act.

Ready to Put Your Finance Department on Autopilot?

Schedule a confidential 30-minute consultation with Ozgun Aydingoz, CPA to audit your current workflows and map out an automation roadmap.