Capabilities
Software and the whole AI arsenal.
Everything we build, from websites, web, mobile and desktop apps to AI agents, automation and MCP servers, with live, animated looks at how the work actually flows.
This is what “AI that works” looks like.
Not a chatbot that talks, an agent that does. It plans, calls real tools and your systems, checks its results, and delivers a verified outcome. Watch a typical run on the right.
Support Agent
plans · calls tools · delivers
Anatomy of an agent
What's actually inside an AI agent.
A real agent is more than a model. Here is how the pieces fit together, and how they work in a loop.
Plan, act, observe, repeat.
A real agent is more than a model. It reasons with the right model, calls your tools and data, keeps just enough memory, and stays inside guardrails. It works in a loop: make a plan, take an action, check the result, and adjust, with a human in the loop wherever the stakes are high.
- The model decides what to do next
- Tools let it take real actions
- Memory keeps it on track across steps
- Guardrails keep it safe and predictable
What we build
Software first, intelligence where it counts.
We are software engineers before anything else. Websites, web, mobile and desktop apps, then AI and automation layered in where they genuinely add value. Open any one to watch it being built.
How the work flows
Four AI systems we build, in motion.
Every one of these is something we ship to production. Hover or just watch, the pipelines run live.
AI Agentic Systems
Agents that plan, call tools, check their own work, then act, with guardrails.
Workflow Automation
Trigger to outcome, automated end-to-end across your existing tools.
MCP Servers
Give AI safe, typed access to your data, tools and systems via the Model Context Protocol.
AI-Native Engineering
From a prompt to shipped, production-grade software, fast, but reviewed.
Integrations & Connected Systems
We connect your apps to your CRMs, databases and tools, with AI pipelines where they add value.
AI-native engineering
From prompt to production, reviewed.
We move fast with AI-assisted development, but everything ships through tests, review and CI/CD. Here's the loop, on repeat.
Every modality
Text, voice, vision, image, video.
Modern AI isn't just chat. We work across modalities, and combine them into pipelines that do real work.
Text → Text
Chat, drafting & reasoning
Speech → Text
Transcription (STT)
Text → Speech
Natural voice (TTS)
Text → Image
Image generation
Image → Text
Vision & extraction (OCR)
Image → Video
Image-to-video
Text → Video
Text-to-video
Docs → Answers
RAG over your knowledge
The toolkit
The full arsenal.
The stack I build with daily, and the capabilities I wire together for clients. No single tool or model wins everything; the skill is choosing and combining them well.
How I build
An AI-native toolchain that ships real software, fast.
The right model for the task
No single model wins everything, I pick per job and can swap freely.
Capabilities & techniques
The building blocks behind production AI.
Your project
Bring a problem, we'll bring the right tools.
Whatever the mix, agents, automation, MCP, custom software, we'll assemble the pieces that actually solve it.