Managed Services for AI

Shadow AI is a rapidly growing security risk in enterprise IT. Employees use AI tools through personal accounts, input proprietary data into unregulated platforms, and develop applications without security review. For organizations in highly regulated industries, this leads to increasing compliance risks the longer it remains unaddressed.

Appnovation's Guardrails service offers continuous shadow AI monitoring, including monthly scans and classification of new tools within 48 hours. We create and enforce governance frameworks tailored to your industry and risk profile, such as acceptable use policies, approval workflows, and data handling controls to prevent sensitive information from reaching unregulated tools.

We manage ongoing compliance operations aligned with your organization's regulatory requirements. Our services include quarterly policy reviews, incident response within four hours for critical issues, pre-audit preparation, and monthly governance dashboards that provide leadership with clear insight into your shadow AI status.

This isn't a one-time audit. It is an ongoing managed service that evolves with your AI environment, regulatory requirements, and emerging threats.

AI coding tools accelerate development, but speed does not guarantee production readiness. AI-generated code often introduces resource leaks, race conditions, insufficient error handling, and architectural patterns that do not scale. These issues must be identified before they cause outages, and the lifecycle of each production application must be actively managed.

Appnovation's Lifecycle service applies the same rigor to AI-built applications as to mission-critical enterprise software. We offer AI code quality reviews, production readiness hardening, continuous performance monitoring and testing, comprehensive application lifecycle management from deployment to retirement, integration health monitoring across APIs and middleware, portfolio health dashboards with dependency and version tracking, and planned migrations when tools require replacement.

Our operational SLOs include one-hour P1 response times and 24-hour resolution targets, supported by our global follow-the-sun model with onshore and nearshore teams in the Americas, Europe, and APAC.

We act as an extension of your team, applying the same partnership approach we have provided to over 60 managed services clients since 2007, now tailored for AI-built portfolios.