Research
What we are working on.
Applied research inside STEMD is narrow on purpose: agent reliability, data quality, and making automation legible to the people who own the process.
Agent reliability
Keeping agents inside approved sources — never inventing a price, a term or a fact — and measuring when they should escalate.
Data quality as a precondition
Methods for judging whether a company’s CRM data is good enough to automate on top of, before anything is built.
Multilingual operations
Running one automation system across languages and markets without a separate build per country.
Legible automation
Making every automated action visible and auditable to the manager responsible for the process.
Start with an AI CheckUp
Start with an AI CheckUp
Before anything is built, we map where leads are lost, which processes eat the most hours and where automation pays back fastest. The result is a Transformation Map with priorities and expected KPIs.
Request an AI CheckUp
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We reply within one business day with the first questions for the CheckUp.