L0 — Token I/O Inference Core

Consistent prompts. Consistent results.

Structured Instructions for Consistent AI Behavior

Prompt Templates provide the structured instruction framework that ensures AI agents behave consistently across interactions. Rather than ad-hoc prompting that produces unpredictable results, templates define exactly how context is assembled, how instructions are structured, and how output formats are specified for each task type. This is the interface between your business logic and the AI model.

What Prompt Templates delivers

01

Task-Specific Templates

Different task types have different prompt structures. Customer support, document analysis, report generation — each has optimized templates that produce consistent, high-quality outputs.

02

Variable Injection

Templates include dynamic sections that fill with relevant context — user information, case details, knowledge references — creating personalized prompts from reusable structures.

03

Version Management

Templates are versioned and tested like code. Changes are deployed through rollout gates with performance comparison against previous versions.

04

A/B Testing

Compare template variations to identify which prompt structures produce the best outcomes for specific task types. Data-driven prompt optimization.

How it connects across the stack

Prompt Templates works in concert with other layers in the intelligence stack — each connection amplifying the capability of both components.

Chat FormattingDecoding ParamsSession ContextVirtual Employees

Why it matters

Eliminate the unpredictability of ad-hoc AI prompting. Prompt templates ensure every AI interaction is structured for optimal results — reducing variability, improving quality, and making AI behavior reproducible and auditable.

See Prompt Templates in action

Discover how Prompt Templates fits into your enterprise intelligence strategy.

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