Service Mesh implementation Use Case
Service Mesh Autonomy—Unleashed
When traditional service mesh implementations fail, enterprises face fragmented networks, security gaps, opaque supply chains, and costly delays from manual deployments.
Industry-Leading Innovation. Proven Excellence.
Mission-Grade Mesh,
Validated by GigaOm
Built for agentic zero trust, automated at scale, and US DoD Impact Level ready—Greymatter topped the 2025 GigaOm Radar across security, observability, and operational flexibility.
Why Traditional Service Mesh Implementation Fails
Legacy Service Meshes Are Slowing Enterprises Down
Enterprises are under pressure to deploy and secure services at scale. Traditional service mesh solutions create more complexity, more security risks, unknown supply chain risks, and more overhead.
Fragmented Multicloud Networking
Disjointed AWS, Azure, GCP, Oracle Cloud, and on-prem networks lead to downtime and inefficiencies.
Manual Configurations
Hours of upkeep to maintain chaotic open-source technologies, pipeline configurations, and TLS certificates drive up costs, MTTR, and risks.
Weak Workload Security
Breaches are inevitable without NIST Zero Trust enforcement, NPE certificate management, and FIPS encryption for all service-to-service communication.
Limited Scalability, Visibility, & Control
Open source solutions struggle to handle the complexity of mission critical microservices, especially across clouds, clusters, and networks.
“Greymatter.io takes an innovative approach to service mesh, focusing on Zero Trust Networking with its agentic intelligence layer, automating security and connectivity management across distributed environments. They are classified as an Outperformer due to Greymatter’s revolutionary agentic ZTN layer and a forward-looking roadmap focused on AI-driven autonomy.”
Ivan McPhee
Lead GigaOm Analyst
GREYMATTER VS. CSP Networking: THE CONTROL GAP LEADERS CAN’T OVERLOOK
CSP Networks Handle External Traffic. Greymatter Masters What’s Inside.
Edge security isn’t enough. While CSP networking focuses mostly on external traffic, they leave internal app communication vulnerable.
Greymatter takes control with app-aware policies—connecting, securing, and managing what CSPs can’t reach.
Category
Greymatter
Traditional CSP Networking
Ease of Installation
Easy initial setup with centralized, automated management.
Easy initial setup, but more manual maintenance.
Management & Control
Partnered with your systems for real-time, app-aware control—feels like a trusted partner.
Sits at the edge with static configs—works at the regional or gateway level but does not handle what’s happening inside.
Zero Trust Security
Enforces zero trust with mTLS and identity policies—locks down apps, builds confidence.
Covers edge security—leaves internal risks exposed, requiring custom setups for deeper zero trust enforcement.
Traffic Management and Resilience
Dynamic per-service routing with retries—keeps things smooth, avoids downtime stress.
Relies on global or API gateway-level and static routing—less flexible, prone to outage worries and lacks app-awareness.
Integration and Flexibility
Designed to operate across multiple cloud providers, on-premises, and hybrid environments.
Primarily designed for use within a single cloud provider’s ecosystem.
Observability and Insights
Deep app-level metrics, forensic audits, and traces—gives clear visibility, no guesswork.
Basic monitoring at the infrastructure level, such as request counts and error rates, but no granular visibility into apps.
DevOps / GitOps Fit
Integrates with DevOps/GitOps workflows, enabling policy-as-code and automated deployments via CI/CD pipelines.
Limited integration with DevOps/GitOps, often requiring manual configurations or separate infrastructure-as-code tools.
Cost
Low long-term costs through automation and efficiency.
High ongoing expenses due to manual management and transaction-based pricing.
recognition in SIX 2025 gartner hype cycles
Service Mesh Isn’t Hype—
It’s Infrastructure
Gartner named Greymatter.io a Service Mesh vendor across six of their most watched 2025 Hype Cycles. From zero trust policy to sidecarless traffic control, our mesh is trusted by enterprises who can’t afford fragility. This recognition proves what our customers already know: our mesh works at scale.
One Platform. Total Control. Infinite Scale.
A Next-Generation Service Mesh
for the Enterprise
Greymatter outdoes traditional service meshes with end-to-end automation, workload-specific security, and observability—without the running costs.
Automated Multicloud Connectivity
Networking silos slow you down—Greymatter breaks them down—enabling secure service-to-service connectivity across AWS, Azure, GCP, Oracle Cloud, on-prem, and sovereign cloud environments. No more patchwork solutions or brittle integrations—just one unified platform that keeps every workload talking.
One platform, every cloud—zero hassle.
Workload-Centric Zero Trust
Security should not be an afterthought—it should be automatic. Greymatter brings zero trust where it matters most—directly to your workloads. With NIST Zero Trust, FIPS compliance, and NPE management, every connection is encrypted, every policy is enforced, and every workload has a verified identity. No manual intervention, no misconfigurations—just bulletproof security that scales.
Security isn’t just strong—it’s uncompromising.
Instant Observability & Control
Lack of visibility is a ticking time bomb for any enterprise with multicloud environments. Greymatter delivers forensic-level audits, comprehensive telemetry, security analytics, and automatic compliance checks, ensuring no blind spots exist in your service architecture. Greymatter provides the operational insight you need to stay secure and in control.
Know everything, control everything—before it’s too late.
Playbooks for Quick Scale
Service mesh adoption is often bogged down by tedious configurations, fragmented policies, and the constant risk of human error. Greymatter crushes those roadblocks with automatic playbook orchestration that reduces implementation time by 99%. Enterprises can deploy faster, enforce policies instantly, and manage complex networking at scale—without the bloat of Istio.
No wasted time, no boilerplate configs—just instant scale.
Multi-Protocol Support
Your infrastructure isn’t one-size-fits-all—your service mesh should not be either. Greymatter delivers full-spectrum protocol support, handling HTTP, gRPC, Kafka, DNS, UDP, and more—providing robust, secure traffic management from cloud to edge. Whether you’re moving data between microservices, securing instant analytics pipelines, or ensuring smooth API communications, Greymatter keeps everything flowing.
More protocols, more power—no tradeoffs.
The Result?
Enterprise grade automation, security, and room for growth—without the complexity.
Why Enterprises Choose Greymatter
Agentic Service Mesh Infrastructure.
Proven in Mission Critical Environments.
Greymatter delivers a service mesh that automates more, secures deeper, and scales further—without the limitations of traditional solutions.
Unmatched Automation.
GitOps-driven playbooks automate the heavy lifting—mTLS, certificate management, and proxy operations—so you’re not stuck hunting down broken configs. It’s plug-and-play: you deploy, you scale, it just works. Teams see up to a 90% reduction in operational burden.
One Language. One GitOps Flow.
Fully declarative and managed config using out-of-the-box GitOps. Whether enabling WAF, adding OAuth2, or integrating with underlying infrastructure, it’s all handled in playbooks for your workloads. Your team stays focused—no tool sprawl, no context switching.
Boundless Scalability.
Reduces proxy overhead and supports HTTP/2, gRPC, UDP, and 5G out of the box. Lightweight filters like Lua, WASM, and OPA can be tuned per proxy from a single repo. Every deployment has observability, so performance is guided by real data—not trial and error.
Take Control of Your Service Network Before It Controls You
With Greymatter, you get faster deployments, ironclad security, and full observability—starting now.