AI Prompt Workflow Engine

Turn any department or use-case into a layered prompt and concrete workflow concept—engineered for clearer reasoning, better outputs, and reuse across your team.

Start with your specialization and focus

Try examples like:

Sales – outboundHR – onboardingFinance – forecasting

You'll see a personalized prompt and application idea on the next screen.

See exactly what an optimized prompt looks like.

Provide your area of expertise and in seconds you get a layered, multi-pattern prompt engineered to respond in real time—giving you better reasoning, clearer outputs, and a starting point you can reuse across campaigns, meetings, or projects.

Example · Sales – Deal Closing

Sales – Deal Closing

Optimized Prompt

You are a senior sales leader focused on closing high-value deals. Attached is a CSV of the current deal pipeline. Your task is to analyze it and identify key trends influencing deal closures. Include details such as deal size, client feedback, and competitive positioning, and return your answer as a bullet list of insights plus a summary report.

A few of the prompt patterns inside this engine.

Persona Pattern

Ask the model to behave like a specific expert or system to surface domain-appropriate structure and vocabulary.

Constraint Box

Bound the solution with clear, testable constraints so outputs stay within scope and are easier to review.

Iterative Refinement

Add structured follow-ups that tighten scope, detail, or quality in steps instead of expecting a perfect first pass.

Engagement Layer

Wrap core content in a motivating narrative, hook, or framing tailored to the target audience so it actually lands.

The engine assembles multiple prompt patterns into a precise contextual wrapper that guides model behavior at inference. This method draws on pattern-based prompt design from Vanderbilt’s Prompt Engineering research.

Sales – Deal Closing

Application

Develop a deal-closing assistant that analyzes past negotiations and CRM data to surface talking points, likely objections, and recommended offers in real time—helping your team run more confident, structured negotiations.

Turn prompts into concrete workflow concepts.

Alongside the prompt, you get a ready-made application concept: how this could become a tool, assistant, or workflow your team can actually use. Each idea outlines where the model fits, what data it needs, and the value it creates for your department.

Example · Deal-closing assistant concept

Build Your AI Framework

Get a custom-designed prompt system tailored to your team, your workflows, and your goals.