Custom Development
Enterprise AI Custom Development: Production-Ready Private AI Systems
ZhenheAI specializes in RAG, agent workflows, legacy system integration, eval, and deployment governance.
Advanced RAG
ZhenheAI improves retrieval accuracy with hybrid search, reranking, citations, and eval datasets, then designs chunking and indexing for proprietary enterprise data.
Agentic Workflow
ZhenheAI designs agent workflows that call APIs, execute multi-step work, and preserve audit trails, with tool use, function calling, and fail-safe handoff.
Deployment & SLA
ZhenheAI delivers more than a repo: observability, alerts, runbooks, documentation, and maintenance process. SLAs cover latency, availability, and incident response.
Lifecycle / Delivery Flow
SOW → prototype → eval → launch → SLA
Every custom system moves through verifiable delivery checkpoints so technical decisions, acceptance criteria, and maintenance ownership are aligned before launch.
SOW
Define scope, data sources, integration boundaries, KPIs, and ownership.
prototype
Build a testable prototype to validate retrieval, workflow, and user task paths.
eval
Create eval datasets, rubrics, precision/recall targets, and human UAT gates.
launch
Complete deployment, permissions, monitoring, documentation, and go-live cutover.
SLA
Deliver runbooks, alerts, incident response, and maintenance cadence.
Capability Matrix / Measurable KPIs
Pricing
One-time system development quote by SOW plus first-year maintenance / SLA
Deposit, Alpha, Beta, production launch, and operations billed by milestone
Request Technical Specification DiscussionTurn AI from a demo into a system the enterprise can truly rely on.