Build reliable prompt systems with measurable quality
Oodles AI designs and operationalizes prompt generation systems that power LLM-based applications. We build structured prompt templates, evaluation pipelines, and safety controls so teams can deliver consistent, policy-aligned outputs across products and use cases.
What we deliver for prompt systems
End-to-end prompt engineering, testing, and governance to ensure prompt quality remains stable as models, data, and use cases evolve.
- • Structured prompt templates with roles, variables, and constraints
- • Retrieval-aware prompt designs with citations and source controls
- • Automated evaluation pipelines for accuracy, safety, and regressions
- • Versioning, rollback, and observability for production prompt usage
Prompt Architecture
Modular prompt structures with system, user, and tool layers designed for predictable and repeatable outputs.
Evaluation Harnesses
Automated prompt testing for factuality, grounding, policy compliance, and output consistency.
Safety & Guardrails
Prompt-level controls for PII redaction, jailbreak resistance, and policy enforcement.
CI/CD for Prompts
Prompt versioning, approvals, and controlled rollouts integrated into CI/CD pipelines.
High-impact prompt use cases
Customer & Employee Chat
Prompt systems for assistants with retrieval grounding, redaction rules, and role-based responses.
Code & Docs Generation
Prompt templates for code snippets, test generation, and documentation with linting and policy checks.
Retrieval & Search
Prompt chains that enforce citations, freshness constraints, and access control.
Creative & Content Ops
Prompt frameworks for marketing copy and content variants with tone, compliance, and brand controls.
Ops & Agent Flows
Structured prompts that guide agents to call APIs, create tickets, and follow operational policies.
Integrations & tooling
Oodles AI connects prompt generation systems to model APIs, retrieval layers, evaluation frameworks, and delivery pipelines.
Delivery approach
A repeatable lifecycle used by Oodles AI to maintain prompt quality, safety, and performance at scale.
1
Discovery & Goals: Define personas, policies, and target quality benchmarks.
2
Design & Guardrails: Build prompt templates, variables, and constraints aligned to policy.
3
Evaluation & Tuning: Run automated evaluations, red-team tests, and iterative refinements.
4
Ship & Automate: Deploy prompts into applications and CI/CD workflows with approvals.
5
Monitor & Iterate: Track quality drift, cost, and feedback with fast rollback paths.
Ready to harden your prompts? Let's talk
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