AI assistants are task-oriented systems built on large language models, prompt engineering, and your own data — designed to reason, communicate, and perform work inside your organization or for your customers.
Unlike simple chat interfaces, AI assistants are created with a specific role.
They combine language models, structured prompts, tools, and live data to perform real tasks — continuously and reliably.
This project involved designing and implementing a multi-agent HR automation system that combines conversational AI with automated CV parsing and candidate evaluation. The system was built to support small-company human resource workflows, providing a professional, customer-oriented HR interface via Telegram and WhatsApp. Users can upload candidate CVs and request tailored assessments based on the requirements of their department and open positions.
Incredibly powerful
This project involved the design and implementation of an end-to-end AI-driven real estate market intelligence system that automatically aggregates, structures, analyzes, and scores residential property data on a daily basis. The goal was to transform fragmented and unstructured public data into actionable insights for real estate brokers and investors.
Kitchen
2 - 3 months
Karlis did an amazing job on our Real estate estimation tool in our daily use. He listened in us and our vision and delivered exactly what we wanted—highly recommended!
This project involved designing and implementing an AI-assisted automation system to support the preliminary design and documentation of fiber-reinforced concrete floors in accordance with Eurocode industrial construction standards. The system was built as a web-based tool using an interactive HTML interface combined with a conversational AI agent to guide users through engineering inputs and design decisions.
Kitchen
2 - 3 months
Refit turned our outdated bathroom into a stunning modern space. The quality of work was excellent, and the team was incredibly professional from start to finish. We love our new bathroom and would definitely use Refit again!
Each assistant is designed with a defined role — such as customer support, operations, research, or internal analysis.
They are not general-purpose toys, but systems built to operate safely within clear boundaries.
Sequential Agents
Collaborative Agents
Hierarchical Agents
Sequential Agents
Collaborative Agents
Hierarchical Agents
Sequential Agents
Collaborative Agents
Hierarchical Agents
Not every problem requires the same level of complexity. AI systems are designed to match the real needs, constraints and budget of each use case.
Using existing AI models with careful configuration, prompting and system design.
Adapting models using task-specific data to improve accuracy and reliability.
Optimizing models for deployment constrains such as latency, hardware limits or reliability
Involves AI model training or deeply customizing models for highly specialized or critical applications.
Not every problem requires the same level of complexity. AI systems are designed to match the real needs, constraints and budget of each use case.
Using existing AI models with careful configuration, prompting and system design.
Adapting models using task-specific data to improve accuracy and reliability.
Optimizing models for deployment constrains such as latency, hardware limits or reliability
Involves AI model training or deeply customizing models for highly specialized or critical applications.
Not every problem requires the same level of complexity. AI systems are designed to match the real needs, constraints and budget of each use case.
Using existing AI models with careful configuration, prompting and system design.
Adapting models using task-specific data to improve accuracy and reliability.
Optimizing models for deployment constrains such as latency, hardware limits or reliability
Involves AI model training or deeply customizing models for highly specialized or critical applications.
This project involved designing and implementing a multi-agent HR automation system that combines conversational AI with automated CV parsing and candidate evaluation. The system was built to support small-company human resource workflows, providing a professional, customer-oriented HR interface via Telegram and WhatsApp. Users can upload candidate CVs and request tailored assessments based on the requirements of their department and open positions.
Kitchen
4 weeks
Refit completely transformed our kitchen, making it both beautiful and highly functional. The craftsmanship was outstanding, and the team was professional and communicative throughout. We couldn’t be happier with the result!
Rachel Morgan
This project involved designing and implementing a multi-agent HR automation system that combines conversational AI with automated CV parsing and candidate evaluation. The system was built to support small-company human resource workflows, providing a professional, customer-oriented HR interface via Telegram and WhatsApp. Users can upload candidate CVs and request tailored assessments based on the requirements of their department and open positions.
Kitchen
2 - 3 months
Incredibly powerful
This project involved the design and implementation of an end-to-end AI-driven real estate market intelligence system that automatically aggregates, structures, analyzes, and scores residential property data on a daily basis. The goal was to transform fragmented and unstructured public data into actionable insights for real estate brokers and investors.
External Works
1 month
The team at Refit did an amazing job on our garden path. It’s sturdy, looks fantastic, and has completely transformed our outdoor space. They listened to our vision and delivered exactly what we wanted—highly recommended!
Michael Turner
This project involved the design and implementation of an end-to-end AI-driven real estate market intelligence system that automatically aggregates, structures, analyzes, and scores residential property data on a daily basis. The goal was to transform fragmented and unstructured public data into actionable insights for real estate brokers and investors.
Kitchen
2 - 3 months
Karlis did an amazing job on our Real estate estimation tool in our daily use. He listened in us and our vision and delivered exactly what we wanted—highly recommended!
This project involved designing and implementing an AI-assisted automation system to support the preliminary design and documentation of fiber-reinforced concrete floors in accordance with Eurocode industrial construction standards. The system was built as a web-based tool using an interactive HTML interface combined with a conversational AI agent to guide users through engineering inputs and design decisions.
Bathroom
6 weeks
Refit turned our outdated bathroom into a stunning modern space. The quality of work was excellent, and the team was incredibly professional from start to finish. We love our new bathroom and would definitely use Refit again!
Laura Davies
This project involved designing and implementing an AI-assisted automation system to support the preliminary design and documentation of fiber-reinforced concrete floors in accordance with Eurocode industrial construction standards. The system was built as a web-based tool using an interactive HTML interface combined with a conversational AI agent to guide users through engineering inputs and design decisions.
Kitchen
2 - 3 months
Refit turned our outdated bathroom into a stunning modern space. The quality of work was excellent, and the team was incredibly professional from start to finish. We love our new bathroom and would definitely use Refit again!
This project involved designing and implementing a multi-agent HR automation system that combines conversational AI with automated CV parsing and candidate evaluation. The system was built to support small-company human resource workflows, providing a professional, customer-oriented HR interface via Telegram and WhatsApp. Users can upload candidate CVs and request tailored assessments based on the requirements of their department and open positions.
Kitchen
2 - 3 months
Incredibly powerful
This project involved the design and implementation of an end-to-end AI-driven real estate market intelligence system that automatically aggregates, structures, analyzes, and scores residential property data on a daily basis. The goal was to transform fragmented and unstructured public data into actionable insights for real estate brokers and investors.
Kitchen
2 - 3 months
Karlis did an amazing job on our Real estate estimation tool in our daily use. He listened in us and our vision and delivered exactly what we wanted—highly recommended!
This project involved designing and implementing an AI-assisted automation system to support the preliminary design and documentation of fiber-reinforced concrete floors in accordance with Eurocode industrial construction standards. The system was built as a web-based tool using an interactive HTML interface combined with a conversational AI agent to guide users through engineering inputs and design decisions.
Kitchen
2 - 3 months
Refit turned our outdated bathroom into a stunning modern space. The quality of work was excellent, and the team was incredibly professional from start to finish. We love our new bathroom and would definitely use Refit again!