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Check out some of the complex industry problems we've solved using AI
White Paper
2025-08-28
|
15 mins read
AI Document Intelligence: Benchmarking, Parsing and Question Answering Pipelines
We benchmark OCR, proprietary APIs, and Vision Language Models for document parsing and QA, introducing DSL-QA as a reliable dataset for evaluation.
read more
Case Studies
White Papers
Articles
White Paper
2025-08-28
|
15 mins read
AI Document Intelligence: Benchmarking, Parsing and Question Answering Pipelines
We benchmark OCR, proprietary APIs, and Vision Language Models for document parsing and QA, introducing DSL-QA as a reliable dataset for evaluation.
read more
Article
2025-08-18
|
6 mins read
Bridging the gap: How MCP and APIs power AI agent integration
MCP is a new open standard that enables LLMs to dynamically access external tools and data, offering a more AI-friendly and adaptable complement to traditional APIs.
read more
Article
2025-08-06
|
2 mins read
OpenAI gpt-oss: Open-Weight Models for Advanced AI
Explore OpenAI's gpt-oss-120b & gpt-oss-20b, powerful open-weight language models under Apache 2.0 license, democratizing advanced AI research and deployment.
read more
Case Study
2025-06-01
|
3 mins read
AI-powered multi-speaker transcription & analysis for educational innovation
The client is Inform(Ed), an education-focused startup founder, sought an innovative solution to process and extract value from audio recordings of school lectures.
read more
Case Study
2024-01-02
|
2 mins read
Drone localization based on camera and satellite image matching
Traditional methods of aerial surveying and mapping rely heavily on GPS for localization, which can be inaccurate in urban canyons or non-existent in hostile environments where jamming is widely used to render drones inoperable.
read more
Case Study
2023-10-16
|
2 mins read
Detecting car damages from images
Insurance claim reports require the evaluation of damage done to cars to assess how much compensation should be rewarded.
read more
Case Study
2023-10-16
|
2 mins read
Predicting utility prices across energy markets
Our client wanted to explore the use of recent advanced techniques such as the Temporal Fusion Transformer to predict future electricity prices across Europe.
read more
Case Study
2023-08-02
|
2 mins read
Automating CV formatting and anonymization with large language models
The agency was facing a challenge in processing the vast number of CVs they received. Each client had different requirements for how they wanted the CVs formatted, and manually adjusting each CV was a time-consuming task.
read more
Case Study
2023-08-01
|
2 mins read
Streamlining internal document queries with ChatGPT and Pinecone
The client's employees often found themselves spending a significant amount of time searching through various documents to find answers to their questions.
read more
Case Study
2023-06-05
|
2 mins read
AI-based vehicle cut-outs for online marketplaces
The process of manually cutting out vehicles from the background of an image in order to transpose them onto a professional background is slow, expensive, and requires human intervention.
read more
Case Study
2023-06-05
|
5 mins read
Enhancing agricultural efficiency with AI-powered disease detection
Discover how AI can revolutionize the agricultural industry by automating disease detection in crops, leading to quicker decision-making and increased efficiency.
read more
Case Study
2023-06-05
|
2 mins read
Predicting foreign exchange values using multiple data sources
Foreign exchange trading is a fast-paced environment in which traders require quick and accurate predictions of price movements to make informed decisions.
read more
Case Study
2023-06-05
|
2 mins read
Using AI to generate and optimise chemical plant design
Designing chemical engineering processes that can effectively separate multicomponent mixtures (e.g., natural gas, biofuel or crude oil) under varying physical constraints is a time-consuming and expensive process.
read more
Case Study
2023-06-05
|
2 mins read
Scalable deployment of fine-tuning text-to-image AI models
Dot Square Lab recognised the transformational potential of text-to-image generative - which uses a text-based prompt to generate high-quality and personalised images - in multiple sectors, from marketing, graphic design, construction and more.
read more
Case Study
2023-06-05
|
2 mins read
Coordinating multi-vehicle fleets of agents with reinforcement learning
Our client was interested to understand how AI could enable the autonomous coordination of a heterogeneous fleet of vehicles (both manned and unmanned) in complex and dynamic environments.
read more
Case Study
2023-06-05
|
2 mins read
Cooperative drone swarms using machine vision for the defence sector
The ability to survey large areas is crucial in many applications, such as disaster response, border patrol, or protecting endangered animals from poachers.
read more
Case Study
2023-02-08
|
2 mins read
Automating quality assurance in the automotive industry with AI
Quality assurance for high-end products, such as car lights, often involves rigorous visual inspections performed by human operators.
read more
White Paper
2025-08-28
|
15 mins read
AI Document Intelligence: Benchmarking, Parsing and Question Answering Pipelines
We benchmark OCR, proprietary APIs, and Vision Language Models for document parsing and QA, introducing DSL-QA as a reliable dataset for evaluation.
read more
Article
2025-08-18
|
6 mins read
Bridging the gap: How MCP and APIs power AI agent integration
MCP is a new open standard that enables LLMs to dynamically access external tools and data, offering a more AI-friendly and adaptable complement to traditional APIs.
read more
Article
2025-08-06
|
2 mins read
OpenAI gpt-oss: Open-Weight Models for Advanced AI
Explore OpenAI's gpt-oss-120b & gpt-oss-20b, powerful open-weight language models under Apache 2.0 license, democratizing advanced AI research and deployment.
read more
Case Study
2025-06-01
|
3 mins read
AI-powered multi-speaker transcription & analysis for educational innovation
The client is Inform(Ed), an education-focused startup founder, sought an innovative solution to process and extract value from audio recordings of school lectures.
read more
Case Study
2024-01-02
|
2 mins read
Drone localization based on camera and satellite image matching
Traditional methods of aerial surveying and mapping rely heavily on GPS for localization, which can be inaccurate in urban canyons or non-existent in hostile environments where jamming is widely used to render drones inoperable.
read more
Case Study
2023-10-16
|
2 mins read
Detecting car damages from images
Insurance claim reports require the evaluation of damage done to cars to assess how much compensation should be rewarded.
read more
Case Study
2023-10-16
|
2 mins read
Predicting utility prices across energy markets
Our client wanted to explore the use of recent advanced techniques such as the Temporal Fusion Transformer to predict future electricity prices across Europe.
read more
Case Study
2023-08-02
|
2 mins read
Automating CV formatting and anonymization with large language models
The agency was facing a challenge in processing the vast number of CVs they received. Each client had different requirements for how they wanted the CVs formatted, and manually adjusting each CV was a time-consuming task.
read more
Case Study
2023-08-01
|
2 mins read
Streamlining internal document queries with ChatGPT and Pinecone
The client's employees often found themselves spending a significant amount of time searching through various documents to find answers to their questions.
read more
Case Study
2023-06-05
|
2 mins read
AI-based vehicle cut-outs for online marketplaces
The process of manually cutting out vehicles from the background of an image in order to transpose them onto a professional background is slow, expensive, and requires human intervention.
read more
Case Study
2023-06-05
|
5 mins read
Enhancing agricultural efficiency with AI-powered disease detection
Discover how AI can revolutionize the agricultural industry by automating disease detection in crops, leading to quicker decision-making and increased efficiency.
read more
Case Study
2023-06-05
|
2 mins read
Predicting foreign exchange values using multiple data sources
Foreign exchange trading is a fast-paced environment in which traders require quick and accurate predictions of price movements to make informed decisions.
read more
Case Study
2023-06-05
|
2 mins read
Using AI to generate and optimise chemical plant design
Designing chemical engineering processes that can effectively separate multicomponent mixtures (e.g., natural gas, biofuel or crude oil) under varying physical constraints is a time-consuming and expensive process.
read more
Case Study
2023-06-05
|
2 mins read
Scalable deployment of fine-tuning text-to-image AI models
Dot Square Lab recognised the transformational potential of text-to-image generative - which uses a text-based prompt to generate high-quality and personalised images - in multiple sectors, from marketing, graphic design, construction and more.
read more
Case Study
2023-06-05
|
2 mins read
Coordinating multi-vehicle fleets of agents with reinforcement learning
Our client was interested to understand how AI could enable the autonomous coordination of a heterogeneous fleet of vehicles (both manned and unmanned) in complex and dynamic environments.
read more
Case Study
2023-06-05
|
2 mins read
Cooperative drone swarms using machine vision for the defence sector
The ability to survey large areas is crucial in many applications, such as disaster response, border patrol, or protecting endangered animals from poachers.
read more
Case Study
2023-02-08
|
2 mins read
Automating quality assurance in the automotive industry with AI
Quality assurance for high-end products, such as car lights, often involves rigorous visual inspections performed by human operators.
read more
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