AI Operations Architecture. Because deploying AI without a plan is just expensive chaos.
Fractional AI operations architecture for mid-market companies. We help you design, implement, and secure your AI infrastructure — so you capture the value instead of becoming another casualty of the great SaaS unhobbling.
The Reality
AI is eating the $376B SaaS market. Is your business ready?
In the last 100 days, frontier AI models have disrupted design tools, legal platforms, and small business software. The capabilities already exist inside the models — they're just being unwrapped, one vertical at a time. The question isn't whether AI will transform your operations. It's whether you'll architect the transformation or have it happen to you.
From $9B to $30B+ ARR in 4 months. The enterprise AI wave is accelerating.
Most without IT knowledge. Shadow AI is the new shadow IT — and it's a security nightmare.
No policies. No architecture. No security review. Just employees with ChatGPT subscriptions.
Service Tiers
From assessment to full AI transformation.
Start with a readiness assessment, then scale into ongoing architecture and implementation as your AI maturity grows.
AI Readiness
One-time assessment
Know exactly where you stand and where AI moves the needle fastest
AI Maturity Assessment
Department-by-department evaluation of AI readiness and opportunity
Shadow AI Discovery
Find out what AI tools employees are already using without IT knowledge
Security & Compliance Gaps
Identify risks in current AI usage before your auditor does
Data Readiness Evaluation
Assess what's ready for RAG pipelines and what needs cleanup
90-Day AI Roadmap
Custom quick-win plan with prioritized implementation steps
Executive Briefing
Board-ready presentation on findings and recommendations
AI Foundations
12 hours/month
Hands-on architecture and implementation with expert guidance
Agent Workflow Design
Design and implement AI agent workflows for your business processes
AI Security Policies
Acceptable use, data handling, and model selection governance
Tool Integration
Claude, GPT, Copilot, custom MCP servers — connected to your stack
RAG Pipeline Design
Turn your company knowledge bases into AI-queryable systems
Monthly AI Ops Review
Ongoing optimization of your AI infrastructure and workflows
ThreatScope Professional
Attack surface monitoring included ($1,500/mo value)
AI Operations
24 hours/month — Full fractional AI architect
Complete AI transformation with dedicated architecture leadership
Everything in Foundations
All architecture, policy, and integration services included
Custom Agent Builds
Purpose-built AI agents for your specific business processes
MCP Server Development
Custom Model Context Protocol integrations for your tools
AI Security Monitoring
Continuous monitoring and incident response for AI systems
Compliance Frameworks
SOC 2 AI addendums, HIPAA AI policies, CMMC AI controls
Executive AI Strategy
Quarterly board-level AI strategy sessions and vendor evaluations
ThreatScope Enterprise
Full attack surface platform included ($3,500/mo value)
Why VISO Group
You wouldn't deploy a network without a security architect. Don't deploy AI without one either.
Security-First AI
We're cybersecurity practitioners first. Every AI deployment gets a security review built in — not bolted on after the breach.
Battle-Tested Architecture
We run our own AI operations 24/7 with multi-agent systems. We're not theorists — we build what we sell.
Model Agnostic
Claude, GPT, Gemini, open-source — we recommend what works for your use case, not what pays us commissions.
Mid-Market Focus
Enterprise AI consulting costs $500K+. We deliver the same expertise at a fraction of the price, designed for companies with 50–5,000 employees.
Compliance Ready
SOC 2, HIPAA, CMMC — we build AI governance frameworks that satisfy your auditors, your board, and your insurance carrier.
Rapid Time to Value
90-day quick wins, not 18-month transformation programs. See ROI before your next board meeting.
How It Works
From assessment to operating advantage in 90 days.
Assess
We audit your current AI usage, data readiness, and security posture. Most companies are shocked by what we find.
Architect
Custom AI roadmap with prioritized quick wins. We design the agent workflows, integrations, and governance framework.
Implement
Hands-on deployment of AI systems, security policies, and team training. We build alongside your team, not in an ivory tower.
Optimize
Monthly reviews, new capability rollouts, and continuous security monitoring. Your AI operations mature over time.
Ready to turn AI from a buzzword into a competitive advantage?
Book a free 30-minute AI readiness call. We'll assess where you are, where AI can move the needle, and what it would take to get there. No sales pitch — just an honest conversation.