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A Fresh Approach

Our solutions help your team create breakthrough products and services that exceed expectations and change behaviours in entire verticals.

Nebuli's Large Language Model Mining.

Putting AI safety & data privacy at the forefront

Nebuli Attention Icon.


Our models are industry agnostic and work across platforms, empowering you with boundless Augmented Intelligence.


Suite of specialist and fully cited large language models.
Nebuli's AIQ Large Language Model (LLM) Prompt Engineering Example Chart.

Nebuli’s Augmented Intelligence Quotient (AIQ – pronounced “IQ”) offers fully referenced and expert-driven large language models to help you deploy responsible AI and smart knowledge discovery systems faster.

  • Language model training on predefined corpus, model fine-tuning on customer datasets, basic evaluation.

    The advantage of building your own smaller models powered by AIQ is that they are trained on more verticalised (sector-focused) NLP/NLU models and are better for retraining and deployment for your specific services or product use cases.

  • Bridging and Fine Tuning Multiple Language Models Across Platforms.

    Fine-tuning improves the accuracy of your prompts, allowing you to achieve better results on a wide range of tasks and build high-performing applications on top of your chosen large language models in addition to AIQ.

  • Domain-specific embedding models using pre-existing training data with customisation and optimisation.

    Use AIQ’s domain-specific embeddings to build your specialist smart search, clustering, segmentation, topic modelling, advanced recommendations, anomaly detection diversity measurement and classification functionality.


Turn your existing applications and systems into smart robotic coworkers and transform your user experiences.

Nanobot’s Robotic Coworker™ frameworks are customised to your specific verticals and proprietary datasets to enhance your user-facing services, such as smart contextual search engines, composition tools for content generation, specialist chatbots, marketing automation, employee support and more.


Unlock the power of your data silos to drive your competitive advantage.
Nebuli's Datastack Framework - unlock value of siloed datasets and AI services, supporting hybrid cloud infrastructure.

Nebuli’s Datastack framework allows you to deploy the traditionally separate business-critical data services, such as data security, compression, modelling, classification, segmentation, knowledge discovery and much more, into an API-powered integrable service stack.

Datastack’s operation is independent of any data formats, platforms and languages.

For customers, this offers more accessible, personalised and faster cross-disciplinary and cross-regional data interoperability.

Advisory, Research & Development

Through our ClientLab services, we provide specialist staff augmentation supported by our panel of scientists, marketing experts, designers, engineers and mathematicians to extend specific expertise gaps for teams and departments.

Nebuli's ClientLab program provides specialist staff augmentation supported by our panel of scientists, marketing experts, designers, engineers and mathematicians to extend specific expertise gaps for teams and departments.

Boost your Innovation through Nebuli as Your Strategic AI-Augmented Research & Development Lab.

We help teams, decision-makers, and organisations across several markets de-risk their investments in emerging technologies and maximise ROI.

How We Work

  • As a fully self-financed and employee-owned company, we are a truly independent, industry-agnostic, DeepTech partner.

  • We are free to be transparent and help you make the right and unbiased decisions for your long-term success.

We are Results-obsessed

We focus on delivering value at every step of the project’s journey steadily and transparently.

We are Your Team

We work with you as one team across the project’s life cycle, focusing on solving the problem.

We are Agile

We quickly adapt along your journey, helping you develop the capabilities needed to adapt in the future.

From Idea to Launch

We enable teams to solve the right problems and build the right solutions, from ideation to scale.

We focus on People

We pay close attention to workflows, behaviours and decision-making processes.

We focus on Ethics

We examine your data, privacy and technological commitment toward ethical and trustworthy alignment with personal and cultural concerns.

Our Solutions Work Together as Your Innovation Omnichannel


  • Design research
  • Gamification
  • Design Systems


  • Federated Learning
  • Deep analytics
  • Synthetic data


  • Extended reality (AR/VR)
  • Digital twins
  • Metaverse/Web 3.0


  • Innovation positioning
  • Differentiation
  • Buyer qualification


  • Explainable AI
  • ML-Ops
  • Generative AI


  • Mobility
  • Operator Interface/HMI
  • Social Robotics


  • Chatbots
  • Process/RPA
  • Hyperautomation


  • Data Preprocessing
  • Collation and Migration
  • Multi-cloud Security


  • Context graph
  • Social graph
  • Content automation


  • Data privacy
  • Zero trust
  • Cultural concerns


  • Responsible AI
  • Data bias prevention
  • Transparency/Accountability


  • Product prioritisation
  • Design operations
  • Additive manufacturing


  • Earth observation
  • Circular economy
  • Space colonisation


  • Policy alignment
  • AI/Data regulations
  • Digital governance


  • Opinion mining
  • Natural language processing 
  • Behavioural analytics


  • Experience mapping
  • Mobile-first
  • Service blueprints


  • Bioinformatics
  • Digital health
  • Sport performance


  • Knowledge extraction
  • Large language models
  • Augmented analytics

Our Solutions Help You Break Boundaries of Traditional Industries

Our Augmented Intelligence frameworks are uniquely positioned to serve all markets unexploited by legacy digital services through a single platform by identifying common data “denominators” across sectors.

Nebuli's Solutions Break Boundaries of Traditional Industries.

Each circle depicts an ecosystem targeted and built through Nebuli’s frameworks within the boundaries of a given industry. The size of each circle represents the revenue level generated as the size of the data involved grows. Note how ecosystems can emerge and grow beyond the boundaries of their sectors, converging with other emerging ecosystems. Thus, potentially unearthing new markets and business opportunities (in the “Undiscovered Zone”) both for Nebuli and customers.

Nebuli Human-centric Augmented Intelligence Models and Ecosystem.

Discover How Nebuli Can Work For You

We can’t wait to show you what our solutions can do for your team. Get in touch and let’s boost your creativity and innovation.