Collaborative forecasting

Many forecasts in. One stronger forecast out.

Predico is an open forecasting market: forecasters compete, Predico blends their forecasts, and rewards follow accuracy.

Watch the intro
Solar power, Belgium · tomorrow, every 15 min
Open · due 10:00

Companies, research labs and independent experts submit forecasts before 10:00.

Forecasters Outlier Predico blend Actual

An illustration of one Predico session, with illustrative data.

  • Live since 2024 with Elia Group
  • 30+ forecasters competing
  • 6–8% lower error than the incumbent forecast
Sibyl · autonomous research

The best blend keeps changing. Sibyl keeps finding it.

Sibyl is an autonomous research loop. AI agents propose new ways to combine forecasts, fixed code tests every one, and statistics decide what stays.

31 methods, played step by step then fast-forward
0methods tested
0kept
0.0%error
AI agentsFixed code, no AI in the decision
  1. 1

    Propose

    Start: equal weights

    
          
    2. 
          
  2. 
            2
    Simulate
    
            
    Replays past sessions against the best so far
    
            
     
    
          
    3. 
          
  3. 
            3
    Score
    
            
    Compares the error, session by session
    
            
     
    
          
    4. 
          
  4. 
            4
    Decide
    
            
    Keeps it only if the gain is unlikely to be luck
    
            
    Waiting
     
    
          
    5. 
        

      


      

      

        

          Being tested
          Kept
          Discarded
          Best so far
        

        Illustrative run. Select a dot to inspect a method.
      

    


    
The agents never see raw data or grade their own work. Every win is re-checked on data the loop never saw.

  







  

    Beyond energy
    
Built for energy. Ready for any domain that runs on forecasts.

    
Wherever outcomes are measured and decisions repeat, Predico and Sibyl apply.

    

      

        Live
        
        
Energy

        
Solar, wind, prices, balancing

      

      

        
        
Water

        
Demand, inflows, flood levels

      

      

        
        
Mobility

        
Traffic, EV charging, ridership

      

      

        
        
Logistics & retail

        
Parcels, product demand, workload

      

      

        
        
Health

        
Admissions, ER arrivals, beds

      

      

        
        
Agriculture

        
Yields, irrigation, frost risk

      

      

        
        
Telecom & cloud

        
Network traffic, data-centre load

      

      
        
        
Your domain?

        
Let's run a market for it.

        Get in touch →
      
    

    
Forecasters share forecasts, never their models or data.

  







  

    Media
    

      
        2:02
        Predico in 2 minutesIntro video
      
      
        32:03
        A collaborative forecasting market for the energy sectorTalk · LF Energy Summit Europe 2026, Berlin
      
    

  







  

    

      

        
Have a forecasting problem? Let's talk.

        
We're looking for partners to take Predico and Sibyl into new domains.

      

      

        
          
          jose.r.andrade@inesctec.pt