Where AI stops
being a promise

From the mapped problem to the intelligent system in production.

We are an AI lab that combines scientific rigor and entrepreneurial agility to turn hypotheses into systems that create value.

An approach that covers the entire AI cycle

Three lenses that turn real problems into AI solutions in production.

  • 01

    We map problems to identify where AI can unlock the most value.

  • 02

    We turn opportunities into clear hypotheses connected to metrics and outcomes.

  • 03

    We prioritize the strongest hypotheses into an AI portfolio.

"Starting with the right problems, with clear hypotheses and theses, is half the journey."
  • 01

    We build testable AI solutions, aligned with the hypotheses and the real context.

  • 02

    We run controlled experiments to isolate variables, reduce noise and generate reliable learning.

  • 03

    We measure results in business metrics and understand the risks before deciding to scale.

"Scaling without evidence is gambling. Scaling with evidence is deciding with clarity."
  • 01

    We monitor performance, errors, real usage and risk signals of AI systems in production.

  • 02

    We continuously improve models, data and integrations, tracking business changes and sustaining delivered value.

  • 03

    We define roles, rules and audit trails to operate AI with safety, predictability and reliability.

"Sustained value does not come from launch, it comes from the system monitored, improved and under good governance."

Science that drives real impact

Every project is applied research: we map variables, build foundations and model architectures aligned with the real context of use. From there, we develop AI systems that run in production, integrate into the organization’s workflow and generate continuous gains in efficiency, predictability and reliability.

"Real value in AI does not come from one-off, isolated tests, but from well-designed business experiments that become living systems: operating in production, measured with rigor and evolving continuously under good governance."
Fabrício Matos
Chief Scientist at Khemi

Success story

We built a system that identifies, in real time, which customers are closest to abandoning their cart and offers incentives such as discount coupons to keep them on the purchase journey. As a result, we saw a 30% increase in conversions, a 22% reduction in cart abandonment and a 5x ROI generated by the extra revenue.

"Khemi was essential in helping bring Oráculo to life and transform our smart checkout idea into a real, high-performance AI that today predicts abandonment with over 95% accuracy and increases cart conversion by up to 32% at Assiny."
Bernardo Moss
CEO at Assiny

Explore, experiment
and evolve AI.

Count on us.