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The SR&ED Trap: Why ‘Accepted’ Doesn’t Mean ‘Successful’
You just received the call from your accountant. Your SR&ED claim was "accepted as filed." There were no questions from the Canada Revenue Agency (CRA), no technical reviews, and: most importantly: the refund cheque is already in the mail. For most founders, this is the ultimate win. It feels like a stamp of approval from the government, a validation of your R&D, and a green light to keep doing exactly what you’ve been doing. But there is a dangerous reality hiding behind tha
Colum Connolly
Jun 145 min read


The AI Trap: Why 'Polished' SR&ED Claims Fail the Scientific Uncertainty Test
In the current R&D landscape, efficiency is the gold standard. We use AI to write code, AI to optimize logistics, and increasingly, AI to draft Scientific Research and Experimental Development (SR&ED) tax credit claims. On the surface, it feels like a win. You feed a Large Language Model (LLM) your Jira tickets, and it spits out a polished, professional-sounding technical narrative in seconds. But for the Canada Revenue Agency (CRA), "polished" is often a red flag. At Bloom F
Colum Connolly
Jun 144 min read
The SR&ED Trap: Why ‘Accepted’ Doesn’t Mean ‘Successful’
You just received the call from your accountant. Your SR&ED claim was "accepted as filed." There were no questions from the Canada Revenue Agency (CRA), no technical reviews, and: most importantly: the refund cheque is already in the mail. For most founders, this is the ultimate win. It feels like a stamp of approval from the government, a validation of your R&D, and a green light to keep doing exactly what you’ve been doing. But there is a dangerous reality hiding behind tha
Colum Connolly
May 275 min read


The SR&ED Struggle: Why Your Innovation Deserves Better Than a Generalist Accountant
You’re building the future. Whether it’s a machine learning model that predicts supply chain failures before they happen or a biotech breakthrough that redefines patient care, your days are measured in breakthroughs and technological uncertainties. You are an innovator. So why, when it comes time to claim your SR&ED (Scientific Research & Experimental Development) tax credits, are you handing the keys to someone who treats your life’s work like a simple line item on a balance
Colum Connolly
May 266 min read


From Lab to Ledger: How Technical Documentation Funds Your Global Ambition
For the average founder, the term "SR&ED" conjures images of spreadsheets, receipt-stuffing, and an annual April scramble that feels more like a root canal than a capital strategy. Most companies treat their Scientific Research and Experimental Development (SR&ED) tax credit as a passive rebate: a "nice-to-have" check that arrives long after the heavy lifting is done. But for the innovators aiming for global markets: those building the next generation of deep tech, AI framewo
Colum Connolly
May 195 min read


Maximizing SR&ED Claims: A Guide for Innovators
Maximizing SR&ED Claims: A Guide for Innovators Image Description: A vibrant and engaging image featuring a group of innovative...
Colum Connolly
Mar 11, 20243 min read


Fundraising Strategies for Nonprofits: Tips and Tricks
Fundraising Strategies for Nonprofits: Tips and Tricks Image Description: A colorful image featuring a group of diverse people working...
Colum Connolly
Mar 11, 20243 min read


Achieving Social Sustainability: A Small Business Guide
Achieving Social Sustainability: A Small Business Guide In today's world, social sustainability has become an essential aspect of...
Colum Connolly
Mar 11, 20242 min read
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