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AI Solutions​

From use case selection to governed, production-grade AI for regulated industries.​

AI Solutions

Most AI in regulated industries stalls between a workingproof of concept and something people are allowed to use.Emendo builds for the far side of that gap: generative AI,agentic systems, RAG and LLM pipelines, and the MLOps thatkeeps them running. The stack follows yours, Azure andDatabricks most often, other frameworks where they fitbetter. GxP compliance, human control points and stage-gate governance are designed in, not added afterwards.​

Three Steps From Use Case to Production​

Every engagement runs in Emendo’s three company-standard phases, with a decision pointbetween each so scope and cost stay controlled.​

Observe

Maps the workflow, the data behind
it and the regulatory classification.​

  • Feasibility check​
  • Prioritized use cases​

Think

Sets the model and architecture, the
human control points and the validation
track.​

  • Target architecture​​
  • Governance track​

Improve

Builds, evaluates against an expert-
curated test set, deploys and hands over.​

  • Running pipeline​​
  • Documentation and training​

Proof of Concept Is the Easy Part​

Human in the Loop​

AI gives decision support, not autonomous decisions.Review and sign-off points are defined up front, outputsare explainable, and accountability stays with your expert.​

Built on Your Platform​

Solutions are built where they will be run and maintained.Azure and Databricks most often, Power Platform forlighter workflows, other frameworks where they suit better.​

The Gap Is Guardrails, Evaluation and Evidence​

Emendo builds pipelines that can be evaluated, monitored and audited, not just demonstrated.​

 

  • Schema and rule validation​
  • Expert-curated test set​
  • Drift monitoring​
  • Model documentation​

What AI Solutions Covers​

Retrieval and language pipelines over your own documents and data.​

 

  • Prompt design​
  • Schema validation​
  • Guardrails

Agents that carry out defined steps inside a workflow.​

 

  • Classified
  • Permission-scoped​​
  • Registered before production​

Deployment, monitoring and retraining for machine learning and language models.​

 

  • Drift detection​
  • Evaluation dashboards​
  • Full data lineage​

From First Use Case to Ongoing Operation​

An AI Solution Is Only Finished​ When Someone Is Allowed to Use It​

KEEN TO LEARN MORE?

Connect To Learn More

Our people are the driving force behind our success. Reach out to the regional lead for AI Solutions to
discuss what it could look like in your organization.​

Europe

Copenhagen – Denmark Office

Behrang Fayyazi
Behrang Fayyazi
Vice President
MSc in Engineering

bfa@emendo.com
+45 22 91 35 50

Germany Office

Finn Hunneche
Finn Hunneche
Senior Partner
MSc Mech. Eng.

fh@emendo.com
+45 40 41 95 31

US

Raleigh – USA Office

Tyler L. McKenney
Tyler L. McKenney
Senior Partner
MSc Biotechnology

tlm@emendo.com
+1 919 670 7434

HAVE A QUESTION

Get in touch.