Success cases
›
Tookane

AI for automated operational reporting in logistics

Construction site working

Tookane, a Spanish logistics and distribution software platform, worked with Crata AI on a system that automatically generates operational reports for its clients. From each client's data, the system uses AI to build a diagnostic of their operation, compares it with similar companies in their cohort and recommends actions. Each report is generated in one minute.

A wealth of operational data and the chance to turn it into client value

Tookane is a Spanish logistics and distribution software platform built for companies that run last-mile delivery, whether with their own fleet or with external carriers. The operational data of the logistics companies that use it flows through the platform every day.

With that information, each client could already check their key indicators and track their activity. But that same data had the potential to answer more strategic questions by providing deeper, more contextualized analysis of each operation’s performance.

Building on this opportunity, Crata AI and Tookane designed a new intelligence layer on top of that data. The goal was to expand the value Tookane offers its clients and help them move from knowing their results to knowing how to optimize them.

A system that uses AI to build an operational report for each client

With Crata AI, Tookane implemented a system that automatically generates operational reports for its clients. The system recognizes the cohort each client belongs to and, from each client's data, uses AI to build a report that diagnoses their operation and compares it with similar companies.

Beyond the analysis, a set of AI agents recommends concrete actions to address the problems they detect, so the report doesn't just describe the situation, it points to the next steps. Each report combines period-over-period comparison with a comparison against the client's cohort.

In practice, the system covers the full report cycle:

  • Recognizes the cohort each client belongs to.
  • Uses AI to generate the operational report from each client's data.
  • Compares the operation period-over-period and against similar companies in its cohort.
  • Diagnoses the problems in each client's operation.
  • Recommends concrete actions to address the problems it detects.
Turn your operational data into decisions

Your operational data can tell you much more than your indicators show. At Crata AI we build AI-powered business intelligence systems that turn it into diagnostics and actionable recommendations.

View this solution →
1 min
Report generation
to generate a full operational report for a client
↑
More operational traceability
over each client's operation, for better decision-making
3-in-1
Diagnosis, benchmark and actions
in every report: operational diagnosis, cohort comparison and recommended actions

''Crata AI works as an extension of our team, building AI solutions aligned with our processes and goals.''

Virginie Roge Managing DIrector Sheblooms
Fran Magdalena
CEO
Logo Sheblooms

The technology behind the reporting system

The system combines reasoning agents with a cloud architecture that builds each report from the client's data and presents it ready to read.

  • ReAct agents: reason over the data, chain the analysis and propose the recommendations.
  • Processing with Python: prepares and processes each client's data for the analysis.
  • Cloud infrastructure (AWS): supports report generation and its scale.
  • Layout in HTML and CSS: shapes the final report so it is clear and easy to read.

If your team is exploring AI for operational reporting and business intelligence, Crata AI can help you design it.

Book a free diagnostic session to talk through your case: Talk to our experts

Contact us at [email protected]

Share this case study