Track new releases
We review releases, capabilities, licences and requirements. We prioritise those that could improve a specific use case.
APPLIED ARTIFICIAL INTELLIGENCE
We turn images, documents, knowledge and speech into useful tools for your business. Designed and evaluated by three AI engineers.
Current models. Continuous evaluation. Applications that evolve.
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CONTINUOUS ADAPTATION
AI is evolving rapidly. Staying current is part of our engineering: we follow new language, vision, audio and multimodal models, test them and bring the improvements into our applications.
Explore our applicationsWe review releases, capabilities, licences and requirements. We prioritise those that could improve a specific use case.
We test quality, speed, cost and resource use against the same evaluation cases. We measure the improvement before adopting it.
We integrate models that add value, check the complete workflow and keep the previous configuration recoverable. We repeat the cycle with each relevant advance.
01 / Services
We start with your data and your goal. We agree on scope, deliverables and acceptance criteria before building.
Document AI
Extract invoice and form fields, flag inconsistencies and keep the original available for human review.
Extraction · OCR · Validation · Export
Enterprise RAG
Turn scattered documents into searchable knowledge, with references and evidence your team can inspect.
Hybrid search · Retrieval · Citations
AI agents
Design assistants and multi-agent systems with bounded tools, reviewable steps and process-specific integrations.
Planning · Tools · Orchestration
Speech AI
Transcribe recordings, prepare reports, review conversations or generate synthetic narration with local models.
Transcription · Reports · Text to speech
Computer Vision
Inspect images, align viewpoints, compare scans and reconstruct geometry from photos, with evidence and review.
Inspection · Matching · 3D geometry · Reconstruction
We review a representative sample and establish what can work, what is missing and how to evaluate it.
We develop a focused workflow with an interface or API, review steps and acceptance tests.
We connect the pilot to the agreed tools and provide documentation for using it.
02 / Projects
Five cases that show our capabilities. Each connects a practical problem with a workflow you can watch and inspect.
Recorded demo
Inspect real circuit boards and review anomalies and errors.
76 of 80 cases · Real images · VisAHeld-out images correctly classified
Watch the demo
Recorded demo
Align two images and localize visual differences.
12 of 12 cases · Simulated image pairsPairs with corner error below 2 px
Watch the demo
Recorded demo
Align two 3D point clouds and inspect geometric changes.
3 of 3 cases · Simulated geometryTransforms recovered within the stated check
Watch the demo
Recorded demo
From a scanned invoice to an approved record in another system.
81 of 84 cases · Fictional invoicesFields correctly extracted before review
Watch the demo
Recorded demo
Search your documents and see the source behind each answer.
16 of 16 cases · synthetic dataQueries with the expected source and page
Watch the demoFROM GOAL TO DELIVERY
We review your workflow and a data sample. You receive a proposed approach and the questions we need to resolve.
You receive an agreed scope, deliverables, milestones and acceptance criteria.
You receive a working pilot, usage examples and an evaluation with results and limitations.
You receive the agreed integration, documentation and a handover session. Maintenance is scoped separately.
03 / Team
We share expertise in AI, robotics and software development. Each project has a clear point of contact, with responsibilities organised around its scope and technical review between teammates.

Applied AI · RAG · Research
AI engineer focused on RAG and machine learning. Combines document retrieval, generative AI and research to build solutions from data.

Computer vision · OCR · Document AI
AI engineer focused on computer vision and document processing, from detection and segmentation to data extraction, review and integration.

Audio · Multi-agent systems · Local models
AI engineer focused on audio, agents and local models. Designs transcription, analysis and speech synthesis systems with coordinated tools and private inference.
Team members’ background as published in their professional profiles. The portfolio demos are independent Quarkeon Labs projects.
04 / Contact
Tell us what data you have, what outcome you need and how it should fit into your workflow. We’ll help you define a practical first step.
Discuss your project on UpworkAlicante, Spain · Working in Spanish and English