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A NEW CHAPTER

Magical is now backed by Shiva.

Shiva, founded by Lucas Marques, former COO of Méliuz, invests in companies built with artificial intelligence. We share a vision: turning the potential of AI into real results for every client.

Shiva

Venture capital
Founded by Lucas Marques

BEHIND SHIVA

MonasheesEndeavor Catalyst

Leading funds that invest in Shiva.

Read in Brazil Journal
RodomilkLogisticsAI agentUpdated on

How Rodomilk gained cost and margin visibility across 25 trucks

Rodomilk needed to track costs and margins in its daily milk transport operation. Spreadsheets and paper records made analysis difficult while revenue was growing. Magical connected an AI agent to its systems so management could query the data on demand.

Milk tanker on a rural road through pastures
Illustration; not a photograph of the customer’s operation.

Project results

25 truckswith costs and margins available in one database
Fleet covered by the delivered conversational agent

What Magical did

  • Conversational AI agent connected to the carrier's operational and financial databases

  • Direct natural-language queries on costs by route, truck and customer

  • On-demand analysis of fuel, fleet productivity and margin trends

Delivered solution

  1. 01 / Input

    A management question + operational and financial data.

  2. 02 / Work performed

    The agent queries costs by route, truck or customer.

  3. 03 / Output

    On-demand analysis to support route and pricing decisions.

The impact

  • Management queries stopped depending on manual spreadsheet consolidation and became available on demand

  • Visibility into costs and margins across the fleet’s 25 trucks to support management decisions

  • Routing and pricing decisions based on consolidated data instead of impressions of the operation

Industry

Logistics

Service

AI agents for enterprises

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