Applied-AI product development.
AI applications built for the way your business works.
Embedding Labs is an applied-AI product development company. We build customized applications for complex, high-stakes business operations, from discovery to everyday use.
Selected work
Applications for real operating problems.
Five systems built for accounting, logistics, legal and data teams.
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Accounting with agents
Documents and bank records to proposed entries for accountant review.
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Driver planning
Operating records to schedule proposals for dispatchers.
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Talk to your data
Scattered files turned into a knowledge base your team and AI assistants can question.
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Procurement taxonomy
Legacy categories to a reviewed classification.
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Legal claim response
Case material to a draft response for a lawyer.
AI works when it is part of the workflow. We build the application around the work, from discovery to operation.
Three capabilities. One working system.
From business information to useful work.
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From discovery to production.
Discovery, a working prototype on your data, then the production application, handover and ongoing improvement.
See how we work -
Industries
Built around your business.
Start with a workflow your team needs to improve.
Evidence-ready books for accounting and audit firms.
Auxiliar AI prepares invoices and bank activity for accountant review, with every proposed entry linked to its source. Audit firms need the same discipline from the other side: evidence matched to the ledger, exceptions surfaced early, and a reviewer who signs off. We build that layer with your team.
See Accounting with agents
Procurement & Enterprise Operations
Purchasing records organized into one classification.
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The first engagement
Start with one high-value workflow.
Discovery and Working Prototype Development. Scope and fees are agreed in writing before work starts.