Applied AI for financial and operational workflows.

AI built into the way your business works.

We prepare business data, build AI agents and applications, and help teams put them to use.

Data · Applications · Adoption

Selected work

Applications for real operating problems.

Five systems built for accounting, logistics, legal and data teams.

AI works when it is part of the workflow. Data, application and adoption belong in one plan.

Three capabilities. One working system.

From business information to useful work.

  • 01 / Data & Knowledge

    Make business information usable.

    • Classification
    • Embeddings
    • Retrieval
    Explore
  • 02 / AI Agents & Workflow Automation

    Connect AI to the work.

    • Applications
    • Integrations
    • Review workflows
    Explore
  • 03 / Deployment & Adoption

    Build for everyday operation.

    • Acceptance
    • Rollout
    • Ongoing measurement
    Explore
  • Two people lay out material samples on a long table by a city window, one setting down a sample while the other arranges a sample board.

    Built with your team.

    Discover, prepare, build, introduce and improve, with a clear decision at each stage.

    See how we work
  • A clear glass disc rests in a brushed metal holder, lit by warm side light against a dark background.

    Systems you can inspect.

    The architecture and decisions behind the work.

    Explore the systems

Industries

Built around your business.

Start with a workflow your team needs to improve.

In a marble bank lobby, one hand holds out a card toward a payment terminal while blurred people walk past the reception desk.

Financial Services

Regulated workflows, built with people who have run them.

Explore more
Panes of clear, tinted and frosted glass stand in a row on a dark floor, lit by warm light from one side.

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
A planner at a desk looks out over a rain-wet truck yard at dusk, with trailers lined up and one truck pulling away.

Logistics

Driver availability and trip planning for dispatchers.

Explore more
A gloved hand takes a metal cylinder from long steel shelves stocked with blocks and rods of metal, stone and plastic.

Procurement & Enterprise Operations

Purchasing records organized into one classification.

Explore more

Company

A practical company.
A direct working relationship.

Embedding Labs brings business understanding and application development into one engagement.

Meet the company

The first engagement

Start with one workflow.

Workflow and Readiness Assessment. Two to three weeks. A fixed fee quoted in our first conversation.