Service
AI Product Development
End-to-end design, build and deployment of AI-powered products. From discovery to production. Built by a team that has already shipped.
The problem we solve
We don't advise on AI. We build it and ship it.
Most AI initiatives stall between "interesting demo" and "reliable production system." The gap is engineering discipline, not ideas. Kairos Tek closes that gap. QBuild went from concept to live production under hackathon pressure and secured $200K in incubation; EasyConnect had come only a few months earlier, taking $25K after another hackathon. They are the real proof that we execute reliably and professionally, from idea to production, consistently.
We work with your team in short, iterative cycles. Working software at every checkpoint: no slide decks, no status reports without substance.
Full cycle to productionEvery engagement ends with a production deployment, monitoring setup, and documentation, not a PowerPoint handoff.
Results proven under pressureEasyConnect and QBuild were built under hackathon pressure and are now live. We know what production-readiness actually requires.
Engineering proven under scrutinyJorge's ten years building systems that had to hold up to review by institutions, regulators and law enforcement. That discipline is what we now bring to AI products.
Small, senior team, zero bureaucracyYou always work directly with the engineering, product, and business leads. No intermediaries, no account managers.
Track record
A decade building complex technical systems, and twenty-five taking them to production
Jorge Ordovás · NevTrace (2015-2025)
We've spent a decade building demanding technical systems under institutional scrutiny (like BRAIN, the Bitcoin forensics system delivered to Europol, Spain's National Police, and the Guardia Civil). Building them meant solving the same problems an AI product faces today: unreliable data, adversarial inputs, and results that have to hold up under review. The full institutional track record is on the About page.
BRAIN forensics tool presented to Europol, National Police (UIT), and Guardia Civil (GDT)
Worked with European Commission, Banco de España, Spain's Congress and Senate
10 years building solutions that had to be provably correct under strict institutional review
In parallel to NevTrace, 25+ years creating digital product at Telefónica
Chus Lanzarote · Loiband (2010-2026)
To that research depth, Chus added from Loiband 25+ years of software engineering, fifteen in the startup ecosystem and ten as CTO across eight companies, to take complex systems from whiteboard to production at scale. It's what closes the gap between AI strategy and reliable software.
25+ years in software engineering, fifteen in the startup ecosystem and ten as CTO across eight companies
Sectors crossed: eHealth, services, insurance, legal and food, from startup to enterprise scale
Deep experience turning research prototypes into reliable, maintainable production systems
Proof of execution: built by the same team that would work with you
EasyConnect · Idea to production in 3 months · MAD Hack 2025
No-code integration platform for Qubic's AI compute network, from concept to production in under three months. It can be seen running at ec-pre.kairos-tek.com. 2nd place and $25K in incubation.
QBuild · Idea to production in 4 months · Raise Your Hack 2025
AI-powered smart contract auditor: automated vulnerability detection, risk scoring and audit reports. From first commit to production in under four months. 1st place and $200K in incubation.
Not a case study: we built them
They were designed, built and shipped to production by the same team that would build yours, on our own deadlines and our own infrastructure. There are two of us on every project, and when one calls for more capacity we bring in specialists we have already worked with. The engineering quality of these two is exactly what we deliver for a client.
What's included
End-to-end AI product capabilities
AI Product Discovery & Scoping
Workshop-based discovery to identify your highest-value AI use case. Feasibility assessment, technical architecture design, build vs. buy vs. API decision framework, and a clear project plan before a single line of code is written.
LLM Integration & Prompt Engineering
Production-grade integration of GPT-4, Claude, Gemini, Llama, Mistral, and specialised models. Prompt engineering for reliability, RAG pipeline design and implementation, fine-tuning strategy, and output validation frameworks.
AI Agent Design & Development
Multi-step agent architectures with tool-use, function-calling, and external integrations. Human-in-the-loop workflow design. Agent monitoring, observability, and failure-mode handling for systems that need to be trusted in production.
Automation Workflows
End-to-end process automation combining AI capabilities with integrations to your existing enterprise systems: CRM, ERP, HRIS, document management, and custom APIs. Designed for resilience, auditability, and the ability to scale.
AI-Powered Auditing & Verification Tools
Domain-specific AI audit tools: code review, compliance checking, document analysis, risk scoring. Built on the same technical foundation as QBuild, our AI smart contract auditor, which validates C++ Qubic contracts against security vulnerabilities at speed and scale.
AI-Ready Data Pipelines
Data audit and preparation for AI readiness. Pipeline design for feeding LLMs, vector databases, and ML models. Structured extraction from unstructured sources: documents, emails, contracts, logs. Embedding workflows for RAG-based retrieval systems.
How we work
Engagement model
Phase 1
Discovery
1–2 weeks
Problem scoping, feasibility assessment, technical architecture design, and a written project plan. Clear output: what we build, why, and how. Fixed-fee, low-risk entry point.
Phase 2
Build
4–12 weeks
Iterative development with weekly working-software reviews. Close collaboration with your team throughout. Scope adjustments happen in real time, no change-request bureaucracy.
Phase 3
Deploy & Support
Ongoing
Production deployment, monitoring setup, documentation, and knowledge transfer. Optional retainer for maintenance, iteration, and ongoing AI model updates as the ecosystem evolves.
Ready to ship your AI product?
Tell us what you're building. We'll tell you whether we can help. And if we can, we'll build and ship it together.