We are a diverse team of experts in AI, operations and software development.

We build custom software and AI agents, advise on where AI pays off and prepare the data to train models. We do it for companies like Cobot, Perle and Improntus, and for our own product, Morsis.

To put software and AI to work on a company's real problems, with people deciding what matters. At Improntus, that meant guiding the adoption of AI tools with the human factor in front.

We offer six services. Software development: custom software and system integrations. AI consulting: finding the opportunities that match your objectives. Operational optimization: AI tools, software, integrations and a human in the loop to reduce costs and improve service.

On the data side: manual and automated labeling, RLHF with our own platform and experts, and data augmentation, synthetic data and dataset curation.

Morsis is our own product. We design, build and operate it. It is an operations platform for restaurants, retailers and wholesalers, with sales, stock, purchasing, finance, team and communication in one place.

It runs on Cloudflare's edge network across seven surfaces and seven sales channels. It was named Startup of the Year, Industry category, at the 2026 Sadosky Awards (CESSI).

For Cobot (Collaborative Robotics) we redesigned and launched the website, ran the blog and SEO, and explored the product. For Perle we integrated and launched critical features as an extended team. For Improntus we guided the adoption of AI tools, with the human factor in front. For CentralHive we built the platform organizations use for their directory, communities, 360 feedback and awards.

We have also worked with Ambolt Studio and PowerBeans.

Write to [email protected] or use the form on the contact page.