Templates, audits and workflows to build reliable, high-performing prompts for production LLMs.
Small prompt changes often create the biggest gains. We help teams move from one-off prompts to documented, testable templates that produce consistent results.
Prompt templates, test harnesses and evaluation dashboards (placeholder)
Deep review of prompt failures, bias and cost. Actionable fixes and regression tests.
Hands-on workshops to upskill engineers and product teams on prompt design and evaluation.
Curated, tested templates for classification, summarization, extraction and more.
Embed prompt assets into pipelines, CI tests and monitoring to keep behavior stable in production.
Structured multi-step prompt for concise summaries with evidence snippets.
Extraction schema + examples to reduce parsing errors and improve recall.
Prompt scaffolding for consistent labeling and automated confidence thresholds.
Collect prompts, outputs and failure cases.
Create templates with constraints, examples and tests.
Embed into your pipelines and add regression checks.
Monitor drift, costs and iterate on templates regularly.
One-off audit + three templates. Ideal for early-stage pilots.
Monthly engagement for teams building production features.
Tailored engagements, SLAs and integration with your ML lifecycle.
Start with a discovery call — tell us about your product, prompts and priorities.