Context & Prompt Engineering
Systematic prompt design that turns unreliable AI outputs into consistent, production-grade results. We build, test, and manage prompt systems. with A/B testing, context window optimisation, version control, and cost optimisation built in.
Typical delivery: 2–4 weeks. Fixed price, locked in before work starts.
improvement in output quality is typical when moving from ad-hoc prompts to systematically engineered prompt systems.
— Anthropic ResearchPrompts as production infrastructure
Systematic Prompt Design
We design prompts using structured frameworks: not guesswork. Role definitions, task decomposition, output formatting, and constraint specification.
A/B Testing & Evaluation
Rigorous testing of prompt variants against your quality metrics. We measure accuracy, consistency, latency, and cost to find the optimal configuration.
Context Window Optimisation
Strategic use of context windows. deciding what information to include, how to structure it, and when to use retrieval versus in-context learning.
Production Prompt Management
Version-controlled prompt libraries with testing pipelines. Change a prompt with confidence. knowing it's been validated against your evaluation suite.
Cost Optimisation
Reduce API costs by optimising prompt length, choosing the right model tier for each task, and implementing caching strategies.
Chain & Pipeline Design
Multi-step prompt chains that break complex tasks into reliable steps. with error handling, fallbacks, and quality checks between stages.
Audit current prompts
We review your existing prompts, identify failure modes, and establish quality baselines for improvement.
Design & test
We design prompt variants using systematic frameworks, then A/B test against your quality metrics.
Optimise for production
We optimise for cost, latency, and consistency. building version-controlled prompt libraries with evaluation pipelines.
Deploy & manage
Production-ready prompt systems with monitoring, regression testing, and a process for safe iteration.
Need better AI outputs?
Request an audit review. we'll audit your prompts and show you what systematic engineering can achieve.
Or email [email protected]