AI readiness assessment & roadmap
We map your processes, prioritise the scenarios where AI returns value and lay out a realistic roadmap.
05 — AI
We build AI that works, not AI that demos
First we establish where AI genuinely pays off in your operation — and where it does not. Then we turn that use case into a measurable, cost-controlled, production-ready system.
- Working pilot in one week
- 2 live AI content pipelines
- Source-citing RAG systems
- Token cost monitoring
Pilot timeline1 weekFrom idea to a working prototype
Short answer
What does AI consulting deliver and how is it integrated?
AI consulting first establishes where AI genuinely pays off, then turns that use case into a production-ready system. OpenAI, Anthropic and open-source models are wired into your product; with RAG you get source-citing answers over your own documents. A single use case becomes a working pilot within one week. Model choice, the data pipeline, evaluation and token cost monitoring are set up together.
- Pilot timeline
- 1 week
- Models
- OpenAI, Anthropic
- Method
- RAG & agents
- Core layers
- 4 layers
What we do
AI from strategy to production
We centre the outcome, not the model: the right use case, the right data, a measurable result.
LLM integration
We wire OpenAI, Anthropic and open-source models into your existing product, including model choice, prompt design and safety boundaries.
RAG & internal knowledge base
Question-answering systems that run on your own documents, cite their sources and minimise hallucination.
Automation agents
Agent workflows that take over repetitive work: proposals, content production, support triage and reporting.
AI-assisted content pipeline
Scalable content systems that match your brand voice and keep a human editorial approval step in the loop.
Evaluation & cost control
Automated eval sets for output quality, token cost monitoring and tuning the model/quality/price balance.
Our edge
Why Crab Digital?
We run AI projects with software discipline: version control, tests, monitoring and a rollback plan included.
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Live AI content pipelines
AI-assisted publishing runs in production on The Robotics Media and Bluebprod.
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Non-negotiable layers
Model choice, data pipeline, evaluation and cost monitoring — nothing ships live without all four.
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Pilot delivery
We turn a single use case into a working, measurable prototype within one week.
Let's connect AI to your business at the right point
We'll review your processes together, pick the fastest-payback scenario and start with a pilot.
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