Case studies
Evidence, not slides.
How each platform and program was designed, built and shipped: the context, the decisions, the architecture, the constraints and what it changed.
On-device AI for personal-information detection
Professional services · Canada
An autonomous AI component that finds 42 categories of personal information across thousands of documents — entirely inside the client’s environment, with no cloud, no external API and no LLM.
- 42 categories of personal information detected
- 100% on-premises, private environment
- 0 external API calls — no cloud, no LLM
ERP data migration and restructuring for a large public-sector organization in Saudi Arabia
Large public-sector organization · Saudi Arabia · Oracle E-Business Suite to Oracle Fusion Cloud
Five business domains and 25+ Oracle modules migrated to Oracle Fusion Cloud with automated validation, while keeping more than ten critical national and banking integrations alive.
- 5 business domains
- 25+ Oracle modules
- 10+ critical integrations preserved
AI-enabled inspection platform for a regulated industry
DomiSpect · Building inspection · Québec (RBQ framework)
A SaaS platform that builds the inspection report during the visit itself — structured dictation, evidence management, an AI review pass before signature and a fully offline mode.
- 4–6 h → under 1 h report writing per inspection
- AI review pass before every signature
- Offline-first built for sites without connectivity
Designing a modular, multi-tenant enterprise platform
AxisOne Cloud · Enterprise SaaS · Multi-industry
How AxisOne Cloud was designed as one data model, twelve modules and seven roles: licences activated per tenant, isolation by row-level security on every table, and an integration hub built on hashed API keys and signed webhooks.
- 12 modules — 7 core, 5 add-ons
- 7 roles with their own navigation
- 37 tables isolated per tenant
Automating the monthly ERP-to-consolidation chain for a multi-entity group
FinTech · Financial integration · Canada
FinSync replaces a chain of hand-maintained cloud workflows with a scheduled, logged and auditable pipeline: trial balances extracted from the ERP, transformed by deterministic accounting rules and delivered to CCH Tagetik by SFTP.
- 511 commits from first line to production hardening, March to September 2026
- 19 database tables, including three levels of trial-balance data per run
- 8 logged steps per run, from extraction to notification
A digital prevention platform for psychosocial risks under Law 27
RegTech · Occupational health and safety · Québec (Law 27)
A B2B2E platform that runs psychosocial-risk assessments end to end — organizations, mandates, a bilingual six-module employee survey, scoring, rules-based recommendations and printable reports — built for a professional-services firm and operated for its client organizations.
- 27 · 124 tables, all under row-level security, and access policies
- 19 documented releases, from v1.0 to v1.19
- 76 integration tests runnable from the administration interface
Intelligent document processing for SME accounting
InvoiceFlow · FinTech · Accounting automation · Canada
A multi-company platform that turns invoices, receipts and emailed confirmations into reviewed transactions: a multimodal model extracts the fields, deterministic code repairs, converts and de-duplicates, and a human validates whatever the model is unsure about.
- 4 conditions that send a document to human review
- 2 tiers of duplicate detection — at analysis and on demand, without AI
- CAD every foreign invoice converted at the invoice-date rate
Designing a multi-tenant platform to monitor an organization’s external threats
AEGIS DRP · Cybersecurity · External attack surface and brand protection · Canada
A digital risk protection platform built from the data model up: thirty-five tables isolated by organization, four deterministic detection engines that return their results to the analyst, and a response chain of alerts, cases and takedown drafts.
- 35 tables in five domains, isolated by organization with row-level security
- 4 detection engines: typosquatting, attack surface, brand mentions, leaked credentials
- 5 server-side functions — four scans and one AI copilot
A cited legal research assistant for law firms
Jurisync · LegalTech · Law firms · Québec and Canada
How Jurisync was designed as a multi-tenant legal AI platform: a research loop with tools, a web search restricted to legal sources, answers in a fixed structure with citations, one isolated tenant per firm — and a roadmap toward a private analysis environment inside the firm.
- 9 Canadian and Québec legal domains the web search is restricted to
- 18 row-level security policies across 7 tables
- 4 successive searches per question in deep-research mode