Intelligence is easy.
Production is brutal.
89% of enterprise AI agents never survive production. They fail because of context limits, hallucination cascades, infinite loops, and catastrophic regulatory blindspots that no demo ever reveals.
We engineer the infrastructure, orchestration, and compliance architecture that separates a working demo from a production-grade AI system.
The 3 Failure Modes Costing You Millions
You Didn't Build an AI Strategy.
You Built an AI Archipelago.
Your teams deployed isolated agents across 14 vendors. Now they're contradicting each other, consuming stale data, and exposing the enterprise to seven-figure liability. Every week you wait compounds the damage.
The $47M Compliance Blindspot
Agents taking actions without immutable audit trails, human-in-the-loop gates, or policy-as-code validation violate the EU AI Act and US MRM (SR 11-7) frameworks. The fines are not theoretical - they're landing on desks in 2026.
The $23M Coordination Crisis
Agent A books a truck. Agent B schedules it for maintenance. Without a multi-agent orchestration layer using MCP/A2A protocols, your agents don't coordinate - they actively fight each other in production while SLA penalties accumulate.
The $31M Dark Knowledge Problem
Your agent cited a clinical protocol retired 8 months ago because the PDF was never re-ingested after the policy update. Vector search alone cannot solve the enterprise knowledge freshness crisis. The next hallucination is already scheduled.
Why Dioval?
We Don't Build Demos. We Engineer Production Systems That Don't Fail.
We operate exclusively at the intersection of complex multi-agent orchestration, enterprise-grade compliance architecture, and mission-critical knowledge infrastructure. Not a generalist IT firm. Frontier AI Architects.
Architecture over Intelligence
Seven capable agents, uncoordinated, produce worse outcomes than three mediocre agents that are well-orchestrated.
Compliance is Code
"The model said so" is not a legal defense. We bake compliance into middleware via OPA and immutable ClickHouse audit trails.
Zero Trust Agents
Agents are contractors with limited badges - not employees with master keys. Every action is scoped, audited, and reversible.
Industry average before Dioval audit. Below 60 is a deployment blocker.
SR 11-7 / EU AI Act readiness at deployment without architecture review.
Average client PRS score 90 days post-engagement.
Our Practice Areas
End-to-End AI Infrastructure Engineering
AI Production Audits
Fixed-price diagnostic engagements. The $25K PRS Assessment scores your system across 8 critical dimensions.
Learn moreMulti-Agent Orchestration
MCP & A2A protocol standardization. Hierarchical supervisor architecture. Lossless 5-layer semantic handoff.
Learn moreAI Compliance Architecture
SR 11-7, EU AI Act, SEC Rule 17a-4. Compliance Proxy Pattern with OPA. Immutable ClickHouse audit trails.
Learn moreEnterprise Knowledge Fabric
GraphRAG, Neo4j knowledge graphs, layout-aware document parsing, and freshness governance via SHA-256 change detection.
Learn moreAgent Network Operations
24/7 AI-NOC for your agent ecosystem. SLO monitoring, conflict resolution, Chaos Engineering GameDays. Starting at $15K/mo.
Learn moreCase Studies
The $47M compliance blindspot, the $23M coordination crisis. Real failures, real costs, real solutions.
Read the casesYour Next AI Failure Is Already Scheduled.
The Question Is Whether You Find It First.
A 3-week Production Readiness Assessment exposes every critical gap before it becomes a compliance notice, a coordination catastrophe, or a hallucination headline. Fixed price. No surprises.
The Numbers Speak
The PRS framework exposed three critical gaps in our agent architecture that would have cost us millions in regulatory fines. The audit paid for itself within a month.
We read the book series first, implemented what we could, then brought Dioval in for the gaps. That combination of self-serve education plus expert assessment is unmatched.
The 8-dimension scorecard became our standard for evaluating every new agent deployment. It turned AI reliability from a hope into an engineering discipline.
AI Production Readiness Scorecard
Score your AI agents across 8 dimensions in under 5 minutes. Get personalized recommendations based on the same PRS framework we use in Fortune 500 audits.