New — AI engineering is here

Software. Infrastructure. Intelligence.

We build custom software, secure cloud infrastructure, and production AI — chatbots, autonomous agents, and language models built from scratch.

AI engineering

Intelligence, engineered
for your business.

From the first conversation to a model running on your own infrastructure — we design, build, and operate AI end-to-end.

Chatbots & Assistants

Conversational AI trained on your data, deployed on your channels — web, WhatsApp, Slack, Teams — with seamless human escalation.

RAG Multilingual Web & WhatsApp

Autonomous Agents

Goal-driven systems that plan, call tools, and complete complex multi-step workflows — with human-in-the-loop checkpoints and full audit trails.

Tool use Human-in-the-loop Audit trails

LLMs Built from Scratch

Domain-specific pretraining, fine-tuning, and RLHF alignment — deployed privately so you own the model and the data.

Training Fine-tuning On-prem / VPC

AI Integration

Embed intelligence into your existing platforms — ERP, CRM, or bespoke systems — via clean APIs, RAG pipelines, and semantic search layers.

APIs ERP / CRM Data pipelines
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Open-source model

Alpha Coder 14B

Our open-source code model — fine-tuned from Qwen 2.5 14B on real engineering tasks, built with the same pipeline we use for client models.

14B
Parameters
1,000+
Downloads
GGUF
Runs locally
Apache
2.0 licence

Fine-tuned from Qwen 2.5 14B on real engineering tasks — bug fixes, failing tests, code reviews, and refactors. GGUF-quantised so it runs locally on consumer hardware. Built with the same training pipeline we use for client models.

$ ollama run hf.co/Jay2003Bhatt/alpha-coder-14b:Q4_K_M
Hugging Face downloads — first weeks 1,000+
Week 1 Today
24h Response time
99.9% Uptime target
£20/mo Retail ERP from
1,000+ Model downloads
What we do

End-to-end technology delivery

01

Engineering

Web, backend & integrations — from MVP to enterprise platform.

  • Product discovery & delivery
  • Cloud-native architecture & APIs
  • Testing, CI/CD & code quality
02

Strategy

Security, governance & planning — independent advice, practical outcomes.

  • Technology roadmaps & vendor selection
  • Security reviews & compliance
  • Cost & performance optimisation
03

Operations

Monitored, resilient, secure — we keep systems stable around the clock.

  • 24/7 monitoring & incident response
  • Patching, backups & access control
  • Infrastructure support & hosting
How we work

From first call to production

01

Discover

Understand goals, constraints, and risks. Define what success looks like.

02

Build

Iterative delivery with demos and continuous feedback at every milestone.

03

Operate

Monitoring, runbooks, incident response, and continuous improvement.

04

Scale

Optimise cost and performance as your usage and ambition grow.

Tell us where
you want to go.

Whether it's a new product, an AI system, or managed infrastructure — we'll respond with a clear plan.

Start a conversation
No commitment Response within 24 hours UK based