Havoc

Code / Cost Optimisation

Drive measurable efficiency gains across your AI and data estate — reducing cloud spend, improving code quality, and accelerating engineering velocity without compromising performance.

How We Reduce Your AI Cost of Ownership

Audit and fix inefficient code, queries, and pipelines draining your cloud budget. From Spark optimisation to SQL tuning and infrastructure right-sizing, we reduce costs at the root — not just the surface — while maintaining performance and reliability.

Security & Reliability

  • Data pipeline & query optimisation
  • Spark, SQL, Delta, Databricks
  • Diagnose inefficiencies
  • Reduce compute consumption

Cost Efficiency

  • LLM & AI inference cost reduction
  • Model selection & batch strategies
  • Token optimisation
  • Reduce AI infrastructure spend

High-Quality Code

  • Cloud cost & spend analysis
  • Review engineering workloads
  • Apply modern standards
  • Reduce technical debt

Using Latest Technologies

  • Code quality & tech debt reviews
  • Comprehensive codebase assessment
  • Improve scalability
  • Reduce maintenance costs

Our Approach

We start with a comprehensive audit of your data engineering codebase and cloud spend, identifying the highest-impact optimisation opportunities before implementing targeted fixes that deliver measurable cost reduction.

Success Projects
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Spark & SQL Optimisation

Profile and refactor Spark, SQL, and ETL pipelines to eliminate bottlenecks and reduce compute consumption.

AI Inference Optimisation

Reduce LLM and AI inference costs through model selection, batch strategies, and token optimisation.

Cloud Cost Management

Implement tagging strategies, autoscaling policies, and right-sizing analysis to control cloud expenditure.

Code Quality Reviews

Comprehensive assessment of data engineering codebases to improve scalability, reduce technical debt, and lower maintenance burden.

Pipeline Acceleration

Accelerate slow data pipelines and SLAs through targeted refactoring and performance tuning of critical paths.

Building With the Best Tools

Front End

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Graphql

02

React Hook

03

ANT Design

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Material UI

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TypeScript

06

NEXT.JS

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REACT.JS

08

Rest API

Back End

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NODE. JS

02

PHP

03

Laravel

04

Java

Front End

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Nginx

02

Docker

03

Kubernetes

04

Azure

Cloud

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Nginx

02

Docker

03

Kubernetes

04

Azure

Database

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Mysql

02

Postgresl

03

Mongodb

04

Solr

Mobile Apps

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Konlin

02

GO

03

Flutter

04

Awift

Why Choose Us

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Years Of Experience
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Success Projects
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Proffesional Teams
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Modern Offices
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Ready to Start Your Project?