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About us

We help enterprises ship AI that actually works.

HavocLLP was founded by senior data and AI engineers who were tired of seeing AI projects stall in the demo phase. We help enterprises build systems they can actually run, govern, and trust.

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Capability areas
01Data & Cloud Migration02ML Governance & MLOps03Agentic AI Systems04LLM Engineering05Data Engineering06Performance

Mission

Our mission

Make AI work in production.

We bring platform engineering discipline to data and AI, so the systems we build hold up under enterprise load, audit, and change.

Delivery

Founder-led delivery

Founder-led teams that pair senior engineering with the agility a new firm can offer: no offshore handoff, no junior-only delivery.

No offshore handoff

Capabilities

What we do best

Four capability areas, each linking to its full service page.

CAPABILITY / 01

LLM deployment, fine-tuning, RAG pipelines, and Genie workspaces, designed for enterprise security, observability, and cost control.

Explore LLM services

Values

Values and vision

We bridge the gap between AI research and enterprise reality. Our engineers and architects partner with businesses to design intelligent systems built for production.

Our team

The engineering roles behind our delivery:

  • 01Lead Data Engineer
  • 02AI Solutions Architect
  • 03ML Engineer
  • 04Data Engineer
  • 05Software Architect
  • 06ML & Backend Engineer

Industries

Who we serve

We work with data-driven organisations that need to modernise their infrastructure and AI capabilities.

  • 01

    Financial Services

    Risk scoring, fraud detection, and regulatory-compliant data platforms built for institutions that can't trade speed for governance.

  • 02

    Logistics & Supply Chain

    Anomaly detection across carrier, warehouse, and customs data. Move from reactive alerts to predictive intervention.

  • 03

    eCommerce & Retail

    Personalisation, demand forecasting, and conversational commerce powered by RAG and LLMs over your product and customer data.

  • 04

    Government & Public Sector

    Secure data platforms, document intelligence, and citizen-facing AI assistants designed for procurement, audit, and accessibility requirements.

  • 05

    Healthcare & Life Sciences

    HIPAA-aligned data pipelines, clinical NLP, and decision-support models that integrate with EHR and research systems.

  • 06

    Energy & Utilities

    Sensor and grid data at scale: predictive maintenance, load forecasting, and operational AI for asset-heavy environments.