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Dreamstudio

Visualize your goals

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Overview

DreamStudio provides an open framework for location data visualisations, comparisons, and forecasting, focused on real-world problem-solving. The platform leverages AI, machine learning, and open-source data to help organisations achieve growth, cost savings, and data-driven decision-making. DreamStudio specialises in dynamic visualisations and affordable cloud hosting, integrating business resources with AI knowledge bases and LLM interfaces to drive impactful results.

How It Works

  • Data Integration: Harnesses data from sources like USEEIO, BLS, Google Data Commons, Exiobase, and census datasets.
  • Model Development: Implements ML models such as RealityStream, Model.Earth, and OpenFootprint using modern tools (e.g., Google CoLabs).
  • Interactive Visualisation: Creates embeddable, interactive visualisations and charts for clear insight delivery.
  • AI-Powered Tools: Integrates AI knowledge bases and large language model interfaces to enhance business operations.
  • Collaborative Development: Teams of experts, volunteers, and professionals work alongside organisations for customised, open-source solutions.

Use Cases

Societal & Environmental Impact Assessment
Visualise progress on UN goals in jobs, food, health, education, clean water, energy, economies, and biodiversity using robust datasets and visual insights.
Business & Creative Development
Streamline creative workflows and brainstorming by generating character designs, marketing assets, and photographs with advanced AI-powered tools.
Sustainability Initiatives
Support projects in carbon cycling, forestry, bioeconomy, and circular economy with data-driven decision-making and analysis features.

Features & Benefits

  • Location Data Visualisation: Clear insights into location-specific data, comparisons, and forecasts
  • Machine Learning Analytics: Advanced ML models (SVM, PyTorch Neural Networks, Random Forests, XGBoost)
  • Open Data Integration: Access to USEEIO, Google Data Commons, Exiobase, census, and more
  • Embeddable Visualisations: Static pages and charts for seamless integration
  • AI Knowledge Bases & LLM Interfaces: Enhance business resources and CRM
  • Collaborative Development: Bespoke interactive visualisations with expert teams
  • DreamStudio AI (Image Generation): Text-to-image, inpainting, outpainting, style diversity

Target Audience

  • Organisations and businesses seeking data-driven insights and seamless AI integration
  • Government agencies and non-profits focused on environmental and societal goals
  • Academic institutions, researchers, and students in computer and data science
  • Digital artists, graphic designers, hobbyists, and content creators utilising AI
  • IT professionals, coding volunteers, and developers interested in open-source collaboration
  • Marketing professionals aiming to streamline creative processes with AI

Pricing

  • Free credits are provided for DreamStudio AI image generation upon registration
  • Additional credits can be purchased for more detailed or complex image creation
  • Pricing for core data science services is not specified in the provided information

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