P04 / Expertise

Generative AI & LLM Engineering

Design and build production LLM and generative-AI systems with explicit evaluation, retrieval, integration and operating requirements.

Cluster Map

What this pillar covers.

These child clusters organize related buyer questions and search language. Standalone pages are used only where the intent is distinct enough to deserve one; other clusters resolve to an existing service, solution or resource.

Generative AI Consulting

Plan and implement generative AI around specific business workflows, data boundaries and measurable acceptance criteria rather than generic model access.

Explore cluster

LLM Development

Build applications that use large language models with retrieval, tools, structured outputs, evaluation and production controls appropriate to the use case.

Explore cluster

Design Inputs

Questions to resolve before implementation.

  • Prompt/retrieval design
  • Model cost and latency
  • Evaluation datasets
  • Safety and fallback behavior

How We Use This Map

Depth without navigation sprawl.

The expertise taxonomy supports search discovery, buyer education and internal linking. It does not turn every keyword variation into a landing page or alter the main navigation.

For Generative AI & LLM Engineering, that means weighing prompt/retrieval design before any page or workflow gets built out further — the map only expands where a distinct buyer question genuinely needs its own page.

When a topic already has a stronger PlanckCyber page, this map points there rather than creating a competing destination.

Adjacent Expertise

Related system layers.

Custom AI Development

Engineer AI applications and intelligent software around the workflow, data, integrations and controls the business actually requires.

Explore pillar

AI Agents & Multi-Agent Systems

Build bounded AI agents and coordinated agent systems that can reason over context, use approved tools and hand work to people when needed.

Explore pillar

AI Automation & Workflow Automation

Combine deterministic automation with AI where interpretation is useful, while keeping actions, approvals and exceptions visible.

Explore pillar

Start with the problem

Have a problem AI might solve?

You do not need a specification. Tell us what you are trying to improve.