Project Case Study
Hayfish AI
AI-enabled product and automation ecosystem for enterprise use cases.
01 — Problem
The Challenge
Organizations needed practical AI capabilities integrated into existing workflows.
02 — Solution
Solution Approach
Built an extensible architecture for LLM orchestration, APIs, and deployment controls.
03 — Architecture
Architecture Decisions
Modular AI gateway architecture with API mediation, model service integration, and environment-specific deployment controls.
- A modular AI gateway mediates model services behind a stable internal API.
- Environment-specific deployment controls separate experimentation from production.
- Governance and auditability are built into the orchestration layer from day one.
04 — Stack
Technologies Utilized
Backend
DevOps
Cloud
AI/ML
05 — Outcome
Measurable Outcomes
Accelerated delivery of AI-powered features with operational governance.
4×
Faster automation rollouts
99.9%
Service uptime
1
Governed AI gateway
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