AIQ is Nebuli’s suite of specialist and fully cited large language models.
AIQ LLMs focus specifically on vertical knowledge built on our Deep Vertical Understanding (DeepVU) framework. With the DeepVU framework, we trained AIQ’s models using Deep Reinforcement Learning from Human Feedback (DRLHF) methodology but with a focus on specific vertical and societal parameters.
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.
Solution | Description | |
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AIQ-CM1 | Language model training on predefined corpus, model fine-tuning on customer datasets, basic evaluation. | |
AIQ-CM2 | AIQ-L1 + More advanced fine-tuning, development of domain-specific language models, valuation on multiple metrics, technical documentation. | |
AIQ-CM3 | AIQ-L2 + Model deployment, model maintenance, performance monitoring, customized training data collection. | |
Nanobot (optional) | Your Expert Robotic Coworker with a dedicated API gateway for service access and delivery, federated learning and explainable AI. (See Nanobot services below) | Nanobot |
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.
Solution | Description | |
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AIQ-FT1 | Fine tuning of pre-trained models, with limited data preprocessing and model selection. | |
AIQ-FT2 | Fine tuning pre-trained with data preprocessing and model selection based on client-specific requirements. | |
AIQ-FT3 | Fine tuning pre-trained models with extensive data preprocessing, model selection, and hyperparameter tuning. | |
Nanobot (optional) | Your Expert Robotic Coworker with a dedicated API gateway for service access and delivery, federated learning and explainable AI. (See Nanobot services below) | Nanobot |
Use AIQ LLM domain-specific embeddings to build your specialist smart search, clustering/segmentation, topic modelling, advanced recommendations, anomaly detection diversity measurement and classification functionality.
Solution | Description | |
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AIQ-EM1 | Development of a single domain-specific embedding model using pre-existing training data, with limited customisation and optimisation. | |
AIQ-EM2 | Development of a single or multiple domain-specific embedding model(s) using custom training data, with additional customisation and optimisation. | |
AIQ-EM3 | Development of multiple domain-specific embedding models using custom training data and advanced optimisation techniques, such as transfer learning, with additional customisation and optimisation. | |
Nanobot (optional) | Your Expert Robotic Coworker with a dedicated API gateway for service access and delivery, federated learning and explainable AI. (See Nanobot services below) | Nanobot |
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.
Nanobots combine multiple AI services powered by contextual intelligence, vertical understanding, responsible AI models, federated learning, Human-in-the-loop AI, and AIQ cited language models to advance human-machine interactions.
Nanobot Service | Description |
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Content Automation |
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Smart Contextual Search |
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Industry Insights |
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Marketing Automation |
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Hyper-personalisation |
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Conversational UI/UX |
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ClientLab helps teams, decision-makers, and organisations across several markets de-risk their investments in emerging technologies.
Through ClientLab, 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.
We explore your team’s pain points from a human perspective first, not technology first, by focusing on the ultimate outcome for your business through your data workflows.
Solution | Examples |
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Data Strategy | Data Readiness, Gap Analysis, Policy Audit, Data Ethics. |
Innovation/R&D Strategy | Funding Opportunities, R&D Tax Credits, Specialist Panel of Experts. |
Ethics/Regulatory Strategy | Examining ethical and trustworthy alignment with personal and cultural concerns. |
Ideation/Concept Testing | Gamification, UI/UX, Process Mapping, Design Strategy. |
Access to Free Resources | Free Starter Cloud Hosting. |
In addition to Starter, we map out your existing data workflows and datasets to identify trends and propose areas where automation, analytics and AI can add value.
Solution | Examples | ||
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+ | Data Mapping | Data Mining, Labelling, Data Analysis, Data Ethics. | |
+ | UI/UX Blueprinting | Gamification, User Journey, Process Mapping, Design Strategy. | |
+ | Cloud Hosting | Dedicated Cloud Hosting and Exclusive Partner Tools. | |
+ | Behavioural Strategy | Nudging, Sentiment Analysis, Concept Testing, Hyper Personalisation. | BehaviorLink |
In addition to Starter Plus, you receive full access to Nebuli’s entire ecosystem and staff augmentation constructed around your Enterprise’s specific needs. This is your dedicated R&D lab.
Solution | Description | ||
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+ | Staff Augmentation | Your dedicated team of data scientists and domain experts. | |
+ | Large Language Models | Including AIQ, specialist NLP/NLU and third-party LLMs, such as GPT. | AIQ |
+ | Synthetic Data Construction | Verticalised synthetic data built to support your AI models. | Datastack |
+ | Federated Learning and Bots | Powered by Nanobot’s contextual and explainable AI frameworks. | Nanobot |
+ | Data Lakes (Optional) | Your centralised repository for your large data models, such as LLMs. |
We’re proudly an independent, employee-owned deep tech company run by a team with over 30 years of experience in AI and digital transformation.
We help customers realise their digital transformation and data intelligence efforts by creating breakthrough products and services that exceed expectations and change behaviours in entire verticals.
When you partner with us, you can trust that you’re working with experts who will guide you through the process objectively and without bias.
Nebuli was founded by veteran technology entrepreneurs who financed the company, allowing it to remain truly independent and free from external pressures, agendas or affiliations. This independence allows us to provide our customers and communities unbiased and objective advice and solutions.
We also prioritise responsible models throughout our AI deployments, which sets us apart from firms that may prioritise speed and profitability over ethics. For customers, this is our guarantee that we never cut corners, are transparent about our technology models and how they work, and prioritise user privacy and data protection.
AI refers to the ability of machines to learn, reason, and perform tasks that typically require human intelligence. Generally, AI systems mimic how humans think, act and interact.
Augmented Intelligence, on the other hand, is a technology model that combines human intelligence and reasoning with machine intelligence (we describe it as “human learning with machine learning”) to enhance and augment human decision-making, creativity and productivity rather than replace it.
Augmented Intelligence allows businesses to make more informed decisions. By combining the power of human intelligence and AI, businesses can gain insights into their data that they would not be able to see otherwise.
We are industry agnostic, as our technology and service models can be applied across sectors. We work with clients in a wide range of industries to help them achieve their digital transformation and data intelligence goals.
Not at all! Our team of experts will guide you throughout the process. Also, through ClientLab Innovation-as-a-Service, we augment your team with our dedicated data scientists to support your AI and digital transformation journey. Think of us as your extended team or your own R&D lab.
Yes. We currently support Azure, AWS, Google Cloud, IBM Cloud and Oracle Cloud.
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