Assessment to Production in 90 Days: The Proven Methodology Behind 200+ Enterprise AI Deployments

Assessment to Production in 90 Days: The Proven Methodology Behind 200+ Enterprise AI Deployments

Most enterprise AI projects stall in pilot purgatory. Months pass. Budgets expand. ROI never materializes. Meanwhile, boards demand results in quarters, not years, and August 2026 EU AI Act enforcement is approaching fast. The stakes are high. The payoff is real: production AI agents delivering measurable business value in 90 days.

QueryNow has executed over 200 production AI agent deployments with a 100 percent success rate. Across pharma, healthcare, manufacturing, retail, and financial services, our 90-Day Method delivers multi-cloud AI systems that meet compliance and governance requirements from day one.

Why This Matters for Enterprises

By 2026, AI governance will be a board-level priority. Responsible AI, AI observability, shadow AI prevention, and data readiness will define operational success. The EU AI Act's full enforcement in August 2026 adds regulatory pressure, particularly for companies in regulated industries such as pharma (GxP, 21 CFR Part 11), healthcare (HIPAA), manufacturing (SOX), and financial services (FFIEC, PCI DSS).

83 percent of AI pilots fail due to change management, not technology. Without a structured, production-focused methodology, you risk wasted spend, compliance gaps, and loss of stakeholder confidence. Enterprises need an approach that ships production AI agents in weeks, not years, with governance built in.

Our platform-agnostic capability means your AI agents can run on Azure, AWS, Google Cloud, or hybrid environments. This flexibility ensures compliance controls are aligned to your infrastructure and operational model.

The 90-Day Method

The process is direct and repeatable. It works in any industry. It works across multi-cloud environments.

• 2-Week Assessment: Identify business processes, compliance requirements, and data readiness gaps. Define measurable outcomes. Audit existing AI and IT systems for shadow AI risk.
• 6-Week Build: Configure agentic AI systems. Integrate with enterprise data sources. Implement governance controls including AI observability dashboards and compliance checkpoints.
• 4-Week Deploy: Roll out production AI agents. Train teams. Monitor adoption metrics. Validate compliance against frameworks such as GDPR, HIPAA, and SOX.

Practical Steps You Can Take This Quarter

• Run a compliance and governance audit across AI systems.
• Assess data readiness. Identify missing integrations or quality issues.
• Map production AI agent use cases to measurable KPIs.
• Choose deployment infrastructure: Azure, AWS, Google Cloud, or hybrid.
• Plan change management alongside technical build to reduce adoption risk.

Example: Pharma Compliance RAG System

A global pharma client needed a compliant AI system for regulatory submissions. Requirements included GxP alignment, 21 CFR Part 11 validation, and GDPR compliance for EU operations. QueryNow deployed an Enterprise RAG System on Azure and AWS within 90 days. The autonomous compliance agent flagged deviations in submission data, reducing review cycles from 14 days to 4 days. The system passed internal audit and external regulatory inspection without issue.

See more in our Pharma Compliance RAG Case Study.

What Good Looks Like

Measurable outcomes matter. In our deployments, enterprises achieve:

• 60 percent reduction in manual review time.
• Full compliance validation before go-live.
• AI observability dashboards operational within deployment window.
• Shadow AI risk eliminated through governance integration.
• ROI within first quarter of production use.

From Assessment to Production Without Delay

QueryNow's 90-Day Method is proven across industries. Our AI agents are built for production, with governance and compliance embedded. No pilot purgatory. No wasted spend.

Book a 2-Week AI Assessment for $9,500. The fee is credited toward implementation. In two weeks, you will have a clear, actionable plan to deploy production AI agents within the quarter.

Learn More

Explore our solutions portfolio to see how agentic AI can deliver value in your enterprise. Review case studies for proof of production success across industries.