The journal
Field notes on automating figure-heavy work.
Practical AI strategy, document automation, workflow engines, and predictive analytics for lenders, insurers, and operations teams.
Latest articles
08 · in the ledgerAI Software (2026): What It Is, How It Works, and Why It’s Different
What AI software is, how it works, and how it differs from ordinary software, plus practical AI strategy and where consulting helps you ship systems that hold up in production.
AI Implementation in Canada (2026): The Playbook That Actually Sticks
Most AI projects die after the pilot. The ones that survive start with a real business problem, launch narrow, and expand after proving value. What to demand from your consulting partner.
AI Consulting in Vancouver (2026): How to Choose a Firm That Ships
The AI consulting market is flooded; every tech company has added 'AI' to its services page. How to separate the firms that ship production systems from the ones that deliver slide decks.
AI Automation Opportunities (2026): Find Your Highest-ROI Workflows
The biggest opportunities are not chatbots. They are the repetitive, data-heavy tasks your team does every day: deal underwriting, insurance comparisons, contract review. If it follows a pattern, it can probably be automated.
Privatized LLM (2026): Secure Enterprise AI Without Data Exposure
For companies handling confidential data, public AI is a non-starter. How we deploy enterprise language models with proper data controls, and without the risk.
Workflow Engine (2026): Eliminate 40 Hours/Week of Manual Work
Smart people doing dull work: copy-pasting between systems, triggering reports by hand, sending reminder emails. We build workflow engines that run all of it untouched, with real examples.
Predictive Analytics (2026): Turn Data Into Decisions (Not Dashboards)
Most companies are swimming in data but still decide on gut feel. We build analytics that go past dashboards: demand forecasting, churn prediction, anomaly detection. Real results.
Custom Platform (2026): Build Software That Fits When SaaS Breaks
There is a moment when off-the-shelf software stops working: five SaaS tools held together with CSV exports. We build platforms designed around how you actually work.