Discover Analytiq

The AI and Advanced Analytics Team behind Breakthrough Systems Change

Analytiq is Systemiq’s team harnessing the power of AI and advanced modelling to tackle the world’s most complex sustainability challenges. We translate data into insight and foresight, helping shape bold solutions for a thriving planet.

HOW WE DELIVER IMPACT

Geospatial Analytics & Optimisation

We leverage advanced geospatial analytics to uncover spatial risks and opportunities, enabling clients to optimise where they invest, restore, protect, or build – and develop strategies anchored in location-based realities. 

Analytiq can help you: 

  • Map and assess climate and physical risk exposure within commodity value chains 
  • Develop country-level nature protection and restoration scenarios to underpin climate and biodiversity targets  
  • Undertake asset-level due diligence to identify historic trends and establish a robust state-of-nature performance baseline 

AI-Enabled Modelling &
Insights

We build dynamic models that quantify system trade-offs and tipping points, and inform strategic, cost-effective pathways to net zero and resilience. 

Analytiq can help you: 

  • Identify cost-effective sectoral net-zero pathways (e.g. hydrogen, steel, ammonia, sustainable aviation fuel, plastics) 
  • Model plastics and packaging flows to evaluate circular economy pathways, quantifying how different interventions impact waste generation, leakage, emissions, and costs across regions
  • Design renewable energy configurations to meet fixed or variable demand profiles anywhere in the world 

Interactive Decision & Scenario Tools

We translate data and information into dynamic, interactive tools that deliver actionable insights to decision-makers – transforming complex analysis into intelligence at scale. 

Analytiq can help you: 

  • Build intuitive tools that allow users to visualize and compare policy scenarios, providing broader access to decision-relevant insights 
  • Create interfaces to track real-time progress toward climate and nature targets at regional, national, or global levels 
  • Develop interactive maps that reveal nature risks and opportunities – helping users identify priority areas for investment and intervention 

ARTIFICIAL INTELLIGENCE

We see AI not just as a technology, but as a catalyst for system change. From smart data pipelines to spatial models and chatbots, our AI toolkit accelerates decision-making at scale.

In Systemiq’s recent thought leadership piece, Green and Intelligent: The Role of AI in the Climate Transition, we argue that AI can be a force-multiplier for climate action if directed to the right use cases. AI can accelerate innovation in energy systems, materials, and food while enabling faster and more resilient decision-making. But without safeguards, it risks driving energy-intensive trajectories – making governance, efficiency standards, and climate-positive applications essential.

We are building large language model (LLM) chatbots to transform knowledge management in projects and websites. Our custom agents provide instant access to insights buried in extensive report libraries—answering preset or ad hoc questions with evidence-based responses. This makes expert knowledge accessible to every project team, in real time, and ensures past work directly informs new client solutions.
See how: Xmind: AI-powered knowledge management

analytiq’s success stories

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GPAP National Analysis and Modelling (NAM) Tool

In partnership with Global Plastic Action Partnership, we built an interactive analytics tool that enables governments to model baseline plastic waste flows, assess the impacts of interventions, and develop national plastic action plans. Already used in 19 countries, this platform empowers stakeholders to create practical, science-based roadmaps for a circular, low-carbon plastics system.

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MPP Sector Transition Strategies

In collaboration with the Mission Possible Partnership, we developed open-access decarbonisation models and interactive tools for seven hard-to-abate sectors, defining realistic pathways to net zero by 2050. These tools provide transparent, actionable insights for companies and policymakers—enabling informed decisions, strategic investment, and sector-wide collaboration on ambitious climate goals.

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Interconnector Trade Flow Modelling

To assess the global potential of international long-distance energy transmission, we collaborated with the Energy Transition Commission to develop a global trade flow model. Leveraging geospatial and optimisation techniques, we matched wind and solar supply to demand at country-level to identify top opportunities for export. The insights from this modelling can be found in the ETC’s insights briefing on long-distance transformation, providing energy professionals with evidence for informed decision-making on cross-border energy agreements.

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Steel IQ

Steel-IQ is a state-of-the-art, open-source modelling platform for the decarbonisation of the iron and steel sector, developed by Systemiq’s Analytiq team in collaboration with an advisory group of experts from leading iron ore producers, steelmakers, international organisations, and academic institutions. Setting a new benchmark in open analytics for heavy industry, Steel-IQ enables stakeholders to design, test, and evaluate realistic pathways toward a low-carbon, competitive global steel industry. As a global public good, the platform offers full transparency - every input, assumption, and result is freely accessible, customisable, and reviewable - empowering companies, policymakers, and investors to make informed decisions, drive strategic investments, and collaborate on achieving net-zero goals by 2050.

Visualising data-driven solutions

See how the Steel Net-Zero Explorer allows users to compare decarbonisation pathways, assess technology choices, and guide investment strategies across the global steel sector

Identify regional investment opportunities in green industry projects using the location-based insights on the Green Investment Breakthrough Explorer

See how PlasticIQ allows companies to understand the environmental and economic implications of their plastic packaging choices and assess the cost of changing their packaging portfolio

Track the progress of major industrial decarbonisation projects — from announcements to investment and implementation — across critical industrial sectors with the MPP Global Project Tracker.

Meet the team

Analytiq’s expertise covers AI and applied machine learning, geospatial data science and engineering, system modelling, advanced data science and analytics, data visualisation and storytelling, data engineering, and software engineering.  

Yoni Shiran

Yoni Shiran

Partner
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Henry Gilks

Team Lead and Full-Stack Developer
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Juliette Kool

Geospatial Data Scientist
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Abhishek Maiti

Geospatial Data Scientist
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Ioana Simon

Data Scientist and Optimisation Specialist
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Elizabeth Weirich Benet

Data Scientist
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Nikita Jesaibegjans

Data Science and Machine Learning Engineer
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Aldieno Pribadi

Business Intelligence and NBS Specialist
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Shaan Barca

Data Engineer
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Daisy Ferlenger

Full-Stack Developer
Contact the team