AI & Infrastructure
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AI & Infrastructure · Engineering services

Hands-on technical delivery · Available worldwide

Put AI to work.
Make your systems dependable.

Automate recurring work, improve the platforms you rely on, and move beyond ageing infrastructure. Petabyte/s takes projects from assessment through implementation and handover.

Find your service

Clear scope. Hands-on delivery. Systems your team can operate.

Core services

A clear problem. A practical engagement.

Start with one priority. Agree what success looks like, then build towards it.

Automate recurring work

AI Workflow Implementation

Turn a recurring task into a working AI-assisted process.

For teams spending time finding information, processing documents, preparing responses, or repeating engineering tasks. Connect AI to the tools and information your team actually uses.

  • One defined workflow connected to agreed tools and data.
  • Quality, human review effort, and running-cost evaluation.
  • Approval controls, operating instructions, and a rollout plan.

Start with: a workflow review and scoped pilot. Roll out after the agreed checks pass.

Discuss your workflow
Improve existing platforms

Cloud Cost & Platform Reliability

Make the systems you depend on easier to run.

When cloud spend is difficult to explain, incidents keep returning, or releases require too much manual work, address the cause with a focused engineering engagement.

  • A baseline and prioritised findings for one environment.
  • Agreed improvements implemented and checked against that baseline.
  • Monitoring, repeatable configuration, and operating guidance.

Start with: a focused assessment. Choose cost, reliability, or delivery friction as the primary goal.

Discuss your platform
Move & modernise

Migration & Modernisation

Move forward with a transition your business can prepare for.

Outgrowing your infrastructure? Facing an upgrade or provider change? Plan and deliver the move across cloud, private infrastructure, or application platforms, with dependencies made explicit.

  • Dependency review, target design, and a phased migration plan.
  • A tested destination, with application and data checks.
  • Cutover and recovery procedures, documentation, and handover.

Start with: an assessment of one application or workload group, followed by a scoped implementation.

Discuss your migration
Resolve technical security gaps

Security Remediation & Audit Preparation

Turn open findings into completed engineering work.

Prepare for a customer review, an audit, or your own security priorities. Resolve agreed technical gaps in access, patching, configuration, logging, and backups.

  • A prioritised remediation plan for the systems in scope.
  • Agreed technical fixes implemented and validated.
  • Change records and evidence for your review or audit team.

Start with: your existing findings, or a separately scoped technical assessment.

Discuss your security gaps

Technical remediation. Certification decisions remain with your auditor.

Built around your existing environment Cloud, private infrastructure, AI, and application integrations

AI deployment & integration

Model APIs, retrieval from approved knowledge sources, agent workflows, and private model or GPU hosting where the requirements justify it.

Infrastructure & delivery

AWS, Google Cloud, Azure, Kubernetes, virtualisation, and Linux. Infrastructure as Code, deployment pipelines, and operational automation.

Applications & connected systems

APIs, databases, serverless services, and application changes needed for the agreed outcome. Rewrites and additional integrations are scoped explicitly.

How we work

One accountable technical partner, from start to handover.

Petabyte/s handles the technical work from design through delivery and handover. You have one accountable delivery team throughout the engagement. When the scope needs additional specialists, we bring them in and coordinate the work.

Phase 1

Define

Clarify the problem, business impact, constraints, and what a useful result looks like.

Phase 2

Agree

Set deliverables, responsibilities, acceptance checks, milestones, and fees before work begins.

Phase 3

Implement

Build and test in agreed stages. Review progress and approve changes before expanding scope.

Phase 4

Hand over

Receive the code, configuration, documentation, and knowledge transfer needed to operate the result.

A focused assessment can be a standalone engagement. Implementation and continued support are separate decisions.

Keep improving after delivery

Ongoing Engineering Support

Reserve monthly engineering capacity for architecture decisions, platform improvements, technical reviews, and guidance for your team.

An agreed monthly plan and availability. Continuous on-call coverage requires a separate agreement.

Discuss ongoing support

Your next step

What would you like to make work better?

Describe the outcome you need, or choose the quickest way to start a conversation. You do not need a finished technical specification.

  • Establish whether the work is a good fit.
  • Identify a practical first engagement.
  • Agree scope and fees before committing to delivery.