Manual software production ends here.

Vitakka engineers AI-native systems that automate your entire software lifecycle.

Let's talk

Your competitors are automating their entire software lifecycle. You're still shipping manually. The gap compounds daily.

What We Build

AI-Native Systems

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Agentic architectures and AI copilots that ship to production.

ML Pipelines & MLOps

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Production ML infrastructure, built since 2018.

Cloud & Infrastructure

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The foundation AI runs on. Distributed systems at scale.

Vibe Code Rescue

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Your AI-generated codebase went rogue. We fix it.

Self-Evolving Evals

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Evaluation pipelines that build and improve themselves.

Strategy & Governance

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AI strategy with measurable ROI, not slideshows.

Your AI Employee

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Custom AI assistants and agents built for your organization.

AI-Native Transformation

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Convert your entire organization to AI-powered operations.

The Result

Productivity and scale, compounding.

What We Teach

AI Business Fit

The difference between an AI investment with proven workflow ROI and an expensive experiment.

  • Identify which workflows in your org are AI-ready — and which aren't yet
  • Run honest pilots: test AI on 20 real contracts, measure accuracy, define the edge cases
  • Design the human-AI handoff — where AI leads, where humans steer
  • Present findings with data: 70% autonomous, 30% supervised, here's the integration spec
  • Case example: legal contract review — from AI scare to board-level confidence in one sprint

Becoming an Agent Director

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Direct AI agents like a team lead directs engineers.

Swarm Architecture

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Multi-agent orchestration at production scale.

Context Engineering

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The defining skill of the AI era.

The Spec & The .md File

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The discipline of making every token count.

Coding Agents & Verifiable Rewards

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TDD with AI — acceptance criteria as reward signals.

From Manual to Autonomous

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The roadmap from manual processes to AI-native operations.

The Unfair AI Leverage

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Teach every employee to use AI tools for 10x productivity.

The Track Record

2013

Founded. Infrastructure from day one.

2018

ML pipelines in production. Before GPT existed.

2026

AI-native engineering partner. Day 1 of a new era.

What We Ship

2012 +

NaviStore

Pure Python key-value store on Twisted

Python GitHub →
2019 +

Laten-FW

ETL framework: Celery + MongoDB + RabbitMQ

Python GitHub →
2023 +

MicroAGI

UNIX-philosophy AI tools. Do one thing and do it well.

Python · Initiative microagi.dev →
2023 +

AGit

Natural language Git. Agents before "agents."

Python · microagi GitHub →
2023 +

SandboxLM

Custom LLM for shell command safety. We train models too.

Python · Hugging Face Hugging Face →
2026 +

Claude Plugins

Claude Code plugins for dev productivity

TypeScript GitHub →
2026 +

NALLM

Lightweight conversation engine that mimics LLM chat with zero inference cost.

Conversational AI

Who We've Built For

Black Belt Consulting Staria ImpactOS Datopian Amplio Learning Klinik Healthcare US Dept. of Education Roche BlazePod Montel Intergalactic Metabite Nokia Ubuntu ChipPC

Black Belt Consulting

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AI Copilots & Agentic Systems

Production AI copilots and agentic systems with 3-4 month time-to-market.

Datopian

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Data Engineering

Enterprise data portals and search engines for institutional clients.

Amplio Learning

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ML & Speech Analysis

Speech analysis ML pipelines at scale for speech-language pathology.

Klinik Healthcare

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eHealth

Healthcare platform development and clinical data workflows.

US Dept. of Education

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Government & Institutional

Data repository and discovery portals at institutional scale.

Staria

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RPA & Automation

Data collection and aggregation pipelines on Azure Cloud.

ImpactOS

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AI Platform

SOTA AI interviewing with AWS Bedrock agents and RAG.

Roche Pharmaceuticals

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eHealth & Pharma

Product lifecycle support for pharmaceutical platforms.

BlazePod

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Sports Technology

Elasticsearch cluster on GCP for platform events logging.

Nokia

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Mobile & Devices

Developer Champion — mobile platform tooling.

Ubuntu / Canonical

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Open Source

Community developer, IBM DB2 partnership with Canonical.

ChipPC

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Embedded Systems

Created ThinX OS for PoE thin clients.

Montel Intergalactic

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Financial Technology

Custom accounting applications, cross-platform mobile development, eHealth NHS integrations.

Metabite

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Mobile Development

Cross-platform mobile development and UX advisory.

Your competitors aren't waiting. Neither should you.

Tell us what you're building. We'll tell you how AI changes everything.

NALLM V1.0

Or reach us directly: contact@vitakka.co