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Mission Multipliedby PF TECH

The PF TECH Publication

Mission Multiplied

Thoughts on technology, operations, and AI for purpose-driven work — written from inside it.

Featured

A traditional Canadian stone-and-timber watermill at dawn beside a clear running river, mid-restoration — new cedar fitted beside weathered beams, scaffolding still in place, hand tools on a workbench, deep forest rising behind.
PF TECHNon-Profit TechOrigin Story

Building a Better Engine: The PF TECH Origin Story

Origin Story · PF TECH

PF TECH didn't start at a whiteboard. It started in a filing cabinet — in 2013, watching a colleague print every email he received and file the paper copies in rows of cabinets along the wall. Nearly two decades later, that pattern is still the sector's central problem. Here's what I built because of it.

· 12 min read

Latest

A weathered steel guardrail running along a mountain pass cliff edge at golden-hour dawn, with the words CONTROLS BEFORE CAPABILITY rendered in bold caps across the darkened lower band.
AI automationguardrailsnon-profit finance

Your Accounting System Needs a Bouncer, Not a Butler

Why the automation story needs a second chapter

There's a version of the AI-in-non-profits story being told right now that goes like this: AI will automate the tedious back-office work, free up your staff, and let you focus on your mission. That version is true — I believe it deeply and I'm building the tools to make it real. But there's a part of the story that isn't being told, and the gap between those two versions is where a lot of organizations are going to get hurt.

· 7 min read
A line of wind-bent pines on a rocky shoreline at dawn, shaped by years of storms — with "Resilience is a verb." rendered in serif display over the soft left third.
Non-Profit LeadershipAI GovernanceFinancial Resilience

Resilience is a Verb: What the CPA Ontario Not-for-Profit Conference Revealed

Field Note · CPA Ontario NFP Conference 2025

In November 2025 I hosted the CPA Ontario Not-for-Profit Conference. The theme was Resilient Futures. Seven speakers, eight hours, topics ranging from AI adoption to board governance to front-line service delivery. What I took away was more urgent than the theme: the sector's biggest obstacle to building resilience is not funding or technical skills. It is the calculus that makes staying stuck feel safer than taking the next step.

· 6 min read
A dawn landscape across an under-served valley with new infrastructure being gently laid — bridges, light-strung paths, glowing nodes — under warm morning light. The terrain is not hostile, just waiting.
TERNNon-Profit Data IntegrationDonation Reconciliation

TERN: Building the Non-Profit Back-Office Infrastructure the Sector Never Had

The AI-Ready Non-Profit Back Office · Part 01

Twenty years of working inside non-profits left me watching extraordinarily capable organizations spend their best operational energy fighting infrastructure that was never designed for them. TERN is our answer to that — a non-profit back-office integration framework built from lived experience. Here's what we're building, why it doesn't exist yet, and how you can help shape it.

· 9 min read
A modest wooden cabin on a forest clearing at golden hour — one window lit, stacked timber beside the porch, a workbench and worn chopping block nearby. The quiet evidence of someone who built this.
AI DevelopmentCustom SoftwareMaker's Revolution

The Maker's Revolution: From Concept to Custom Tool Without the Bloat

The AI-Ready Non-Profit Back Office · Part 03

For years, a custom software problem had two answers: force-fit an expensive tool or absorb the manual workaround. Both were genuine options because there weren't better ones. Three things I've built recently — a bespoke CMS, an internal operations tool that replaced a $500/month subscription, and a two-hour build for my father — put some numbers on how much that has changed.

· 10 min read
A Canadian coastal harbour at dawn — sheltered bay with a rocky bluff, a tall maple sentry catching the first light, a boundary stone at the harbour mouth, open ocean churning beyond.
Data SovereigntyAI GovernanceCanadian Non-Profit

AI, Data Sovereignty, and the Modern Non-Profit Tech Stack

The AI-Ready Non-Profit Back Office · Part 02

The public debate about AI risk focuses on the dramatic — algorithmic bias, autonomous decision-making, systems going rogue. Those are worth discussing. But the risks that are actively costing Canadian non-profits their data, their service continuity, and their operational independence right now are far less dramatic and far more preventable. Here's how to think about data sovereignty in the AI era, and what we're doing about it.

· 11 min read
A small, purpose-built hydroelectric dam at dawn on a forested Canadian mountain river — compact stone-and-steel structure, water channeling through with a plume of mist catching the sunrise.
AI DevelopmentNon-Profit TechForce Multiplier

From 5-Year Roadmap to Reality: AI Didn't Just Accelerate Development. It Changed the Business.

Field Note · Operating Economics

In 2021, building PF TECH required an estimated $300,000+ in startup capital for product development alone — before marketing, sales, or operations. By 2025, that estimate was essentially obsolete. But the development story is actually the least interesting part of what AI has done to this business. The real shift is in the operating model.

· 7 min read

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