Services

End-to-end AI, web & mobile.

From custom LLM apps to voice agents, RAG pipelines, automation, web platforms and mobile — we ship AI systems that survive contact with real users.

Core service

Custom AI Development

End-to-end AI applications. From discovery to production. RAG, fine-tuning, autonomous agents, multimodal — designed for your domain, integrated with your stack.

  • Domain-specific LLM applications
  • Autonomous agents with tool calling
  • Predictive analytics and decisioning
  • Production observability and evals
Anthropic ClaudeOpenAIMistralGoogle Gemini
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Voice AI

Voice AI Agents

Real-time voice agents in 29+ languages with dynamically declared webhook tools, integrated with your CRM and telephony. Post-call triage and structured-data extraction by Claude Sonnet.

  • Phone reception & scheduling
  • Customer support 24/7
  • Field worker chat with forced tool calling
ElevenLabsTwilioAnthropic Claude Sonnet 4.6
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Autonomous agents

Autonomous Agents

Long-running agents on `claude-agent-sdk` with tool calls, subagent orchestration, and hardware guardrails. We translate user questions into actions on your data — without the fragility of generic RAG chains.

  • Internal Q&A bot over business data
  • Triage and routing for complex requests
  • Multi-step structured extraction pipelines
claude-agent-sdkMCPAnthropic Claude Opus 4.7MongoDB tool calls
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RAG

RAG & Knowledge

RAG pipelines when the corpus is genuinely textual and large enough to need them — otherwise we build an agent that queries your data directly. Right tool for the right data shape.

  • Narrative engines over large markdown corpora
  • Document Q&A on >5MB of unstructured text
  • Multilingual semantic search on user-generated content
MongoDB Atlas Vector SearchPineconeOpenAI text-embedding-3-smallAnthropic Claude
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Automation

AI Automation

Workflow agents that take repetitive operations off your team — and run reliably in production.

  • Document processing
  • Email & CRM triage
  • Cross-system orchestration
BullMQRedisNode.jsTypeScript
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Platforms

Web & Mobile Platforms

Pixel-perfect, responsive, fast — Nuxt, Vue, React Native, PWA. Modern stacks for products that scale.

  • SaaS platforms & dashboards
  • Mobile-first PWAs
  • Multi-tenant architectures
NuxtVueReact NativePWA
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Security

Security & Pentesting

OWASP-aligned audits, dependency reviews, and production hardening — we secure what we build.

  • Web & API pentest
  • Security code review
  • LLM red-teaming
OWASPBurp SuiteSemgrep
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Cloud

Cloud & Scale

Robust, observable, scalable architectures on Vercel, DigitalOcean and AWS — ready for global growth.

  • Multi-region deployments
  • Cost optimization
  • Observability stack
VercelDigitalOceanAWS S3Docker
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SHIP LOG

SHIP-0247·CODEMACHIA·v1.4.22026-05-15 20:35 UTC