Thought Leadership and Product Blogs
Latest Questions financières
Interview client chez Les Echos : Aimie, l’IA de Sidetrade, transforme la Finance et le Credit Management avec Manutan !
Nous sommes fiers de voir comment Manutan, sous la direction de sa DAF Evelyne Mercier,
L’interview exclusive de Jean-Claude Charpenet, VP Sales Europe Sidetrade, pour l’AFDCC dans le Magazine « Fonction Crédit »
Les Crédit Managers tournés vers l’avenir savent que la transformation numérique est essentielle pour optimiser leurs performances et assurer le bien-être de leurs collaborateurs.
Facturation électronique obligatoire en France dès 2024 : Comment les entreprises opérant en France, peuvent-elles se préparer à la mise en conformité?
mise en conformité maximale, élimination des risques, liés aux obligations de facturation électronique, la transparence et l’optimisation des processus. Les flux d'approbation, les vues basées sur des rôles et des mises à jour dynamiques des processus
Engineering Blog
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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.