Delight
Deterministic Agent Runtime for Enterprise
Currently under development
Delight transforms fragile AI reasoning into production-grade automation. Our deterministic agent runtime converts expensive ReAct reasoning into certified JSON scripts, delivering enterprise-grade reliability at a fraction of the cost. When your business depends on workflows that must work 99.9% of the time, Delight is the foundation that makes it possible.
The Problem We Solve
Traditional AI agents are expensive, unpredictable, and fail in production. LLM reasoning costs add up quickly, latency is inconsistent, and 98% accuracy sounds impressive until you realize it means 82% reliability across a 10-step workflow. Enterprise systems can't run on "mostly works."
Companies spend millions on AI infrastructure only to discover that agents hallucinate in production, costs spiral out of control, and mission-critical workflows fail at the worst possible times. The promise of autonomous automation crashes into the reality of unreliable AI systems that require constant human oversight.
The fundamental issue is that traditional AI agents reason through every task from scratch, burning expensive tokens and introducing variability with each execution. When you're running thousands of workflows daily, this approach doesn't scale in cost, speed, or reliability.
How Delight Works
Delight's Learning Loop architecture observes ReAct agent behavior, extracts patterns, and compiles them into certified JSON scripts. This approach delivers the flexibility of AI with the reliability of traditional software. Instead of reasoning through every task, Delight learns once and executes deterministically forever.
Cost Reduction
We achieve 98% cost reduction by transforming expensive LLM calls into efficient, reusable JSON scripts that eliminate recurring reasoning costs. Once a workflow is certified, you pay for execution, not reasoning. This means predictable costs that scale linearly instead of exponentially with usage.
For enterprise customers running thousands of workflows daily, this translates to millions in annual savings while improving performance and reliability.
Speed and Reliability
Our deterministic runtime eliminates LLM latency, delivering sub-100ms execution times with consistent performance for real-time applications. When workflows are pre-compiled, there's no waiting for model inference or dealing with API rate limits.
Combined with our self-healing architecture and certified scripts, Delight achieves 99.9% reliability—the standard Fortune 500 enterprises demand for mission-critical automation that can't afford to fail.
Self-Healing Architecture
Delight doesn't just execute workflows—it watches them, learns from failures, and improves automatically. Our autonomous error discovery and recovery system identifies edge cases in production and adapts without requiring manual intervention.
When a workflow encounters an unexpected scenario, Delight's Learning Loop observes the failure, generates a fix, validates it through simulation, and deploys the improvement—all while maintaining certified reliability guarantees.
Global Skill Network
Every certified workflow in Delight becomes part of a shared knowledge base that accelerates deployment across your organization. When one team solves a problem, everyone benefits.
This network effect means your automation gets smarter over time, with new capabilities emerging from the collective intelligence of your organization's workflows. Instead of building everything from scratch, teams compose solutions from proven, certified components.
Production Results
Fortune 500 enterprises and fast-growing startups trust Delight to power mission-critical automation that must work 99.9% of the time. Our customers aren't running experiments—they're running businesses where downtime means lost revenue and failed workflows mean customer impact.
From financial services automating compliance workflows to healthcare systems processing patient data, Delight handles the automation that can't afford to fail. We don't just promise reliability—we deliver it at scale, in production, where it matters.
Got any questions?
Please feel free to email us at ask@hexahacks.com