Latest Finance Transformation
How Companies Operating in France Can Prepare for Upcoming e-Invoicing Mandates
How Companies Operating in France Can Prepare for Upcoming e-Invoicing Mandates France recently adopted mandatory
Finance Transformation Part 2: Transformation Solutions Finance Leaders Can Master
In our previous blog, Part 1: Identifying the Real Obstacles Leaders Face with Finance Transformation,
Finance Transformation Part 1: Identifying the Real Obstacles Leaders Face with Finance Transformation
In recent years, organizations have discovered that their finance functions need to be updated and
Predicting the Trends that Will Influence Order-to-Cash in 2023
Throughout my years in order-to-cash, I like to think I’ve seen it all. I’ve been
Sidetrade’s Solution Enhancements Round-up
Sidetrade’s Solution Enhancements Round-up It seems like there’s never a shortage of innovation happening at
How Efficient Cash Application Leads to Better Collections
The process of matching incoming payments to invoices is not to be underestimated in its
The O2C Finance Transformation Roadmap
Leaders in O2C approach finance transformation in a fundamentally different way: they treat finance as
4 Ways Real-Time Automation Strengthens Your Accounting Department
4 Ways Real-Time Automation Strengthens Your Accounting Department In the world of accounting, efficiency and
Should You Outsource Your Credit and Collections Management to a BPO?
For many organizations, cash management and collection is hard during the best of times. Between
3 CFO Tips for Freeing Up Cash, Fighting Inflation
In Deloitte’s recent survey, CFO Signals™, inflation was listed as a top concern for three-quarters of
Hybrid or Fully Outsourced: Which BPO Model Is Right for You?
Cash Collections Challenges Are Complex For many organizations, cash management and collection is challenging. Between
Engineering Blog
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People & Process
How our engineers deliver 2.1× what they did a year ago
Between Q3 2025 and Q3 2026, the same engineers more than doubled their pull requests and reviews, and median cycle time fell 79%. That puts us a little past halfway to 3×, and the rest has to come from outside the editor.
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LLM & Models
Why one-shot neural network weights lost to a trained model on 22,000 payment promises
An LLM wrote a working promise-scoring model in an afternoon with no training labels. A logistic regression trained on 16,000 outcomes still beat it, and the reasons say more about real-world prediction than the result.
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Data
Using a graph in Aimie IQ to find the next best action for any invoice
When an AI agent decides to call a buyer, we never get to see what an email would have achieved. At Tech Hack 26, we modeled near-identical actions in the Sidetrade Data Lake as a graph, and let Aimie IQ navigate them, driving its dunning predictions, performance analysis and interpretability.
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Platform
Enterprise agents need a decision layer
Jev made decision models the hot new thing. Enterprise agents need the layer around them, where bounded decisions run on models you own and fine-tune on your own outcomes.
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SAFE
How we stopped asking the model to write our UI
We let the model write our interfaces in a small invented language. The rules it needed were making the agent worse at everything else, so we took the language away and gave layout to code.
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Future
The next wave of Enterprise AI will run on intelligence we control
Most enterprise work does not need the most powerful model in the world. Once good-enough intelligence runs in open weights, cost and control decide the architecture, and the hard part of agents is everything around the model.
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People & Process
Introducing PodFlow, our AI-native R&D operating model
How Sidetrade R&D takes an idea all the way to something a customer can use: what PodFlow is, what was slowing us down before it, and where every human decision sits.
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Platform
The agent is the easy part
First in a series on what enterprise collections agents need beyond the model: why an agent harness, not the model itself, is what makes an AI decision safe to run at scale.
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People & Process
You are nothing without your team
Five days in Portugal, 120+ Sidetraders, 18 projects and AI in nearly every one of them. Why our annual hackathon is the most important week in the engineering calendar.
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Platform
Why we run Sidetrade IQ on ourselves first
Sidetrade IQ is the internal deployment of the platform our customers get as Aimie IQ, on the same framework, the same models and the same controls. Why inside first is how the intelligence scales out.