Platform Engineering

Infrastructure that Operates Itself

Build self-healing, auto-scaling data infrastructure. Zero-downtime deployments, elastic clusters, and GitOps automation—no PhD in distributed systems required.

0%
Uptime SLA
0x
Auto-Scale
0s
Deploy Time
kubectl get clusters --all-namespaces
layline.io Infrastructure Dashboard showing cluster management
Healthy
3 nodes active
Auto-Scaling
+3 nodes added

The Platform Engineering Reality Check

Managing infrastructure shouldn't require a small army. Yet most platform teams spend 90% of their time fighting fires instead of building the self-service platforms their organizations need.

Infrastructure Toil

Kubernetes cluster management, certificate rotations, and manual deployments across dozens of environments. Your team is constantly on-call for routine maintenance.

80%
time spent on operational tasks

Deployment Nightmares

Multi-stage pipelines with dozens of approval gates. A simple config change takes hours and risks bringing down production systems.

4-6 hours
average deployment time

Cost Optimization Blindness

Cloud bills growing 40% year-over-year with no visibility into which teams or services are driving costs. Resource optimization is pure guesswork.

40%
annual cloud cost increase

Scaling Bottlenecks

Auto-scaling that doesn't scale, load balancers that become single points of failure, and performance monitoring that tells you what broke after it's too late.

3+ hours
mean time to recovery

Security & Compliance Overhead

Manual security scanning, patch management across hundreds of services, and audit trails that require forensic investigation to piece together.

60%
of incidents from misconfigurations

Developer Experience Friction

Developers waiting days for environments, debugging deployment issues instead of writing code, and different tooling across every team.

70%
of developer time lost to platform issues

Sound Familiar?

You became a platform engineer to enable developers and accelerate delivery, not to become a full-time firefighter. There's a better way.

See The Solution

Platform Engineering
Made Simple

Transform complex infrastructure operations into visual workflows. From deployment to monitoring, everything platform engineers need in one unified interface.

1

Design Infrastructure

Drag and drop infrastructure components to build your platform architecture. No YAML, no complex configurations—just visual design that generates production-ready infrastructure code.

Visual cluster topology design
Auto-generated Terraform/Helm charts
Multi-cloud deployment templates
Infrastructure Designer
2

Deploy with Confidence

One-click deployments with built-in safety checks, rollback capabilities, and zero-downtime strategies. Platform changes deploy in seconds, not hours.

One-click version switching
Automated health checks & validation
Instant rollback on failure
Deployment Progress85%
Validated
Deploying
Pending
3

Monitor & Scale

Real-time observability with intelligent alerting that cuts through the noise. Track bottlenecks, identify performance issues, and scale horizontally when you need more throughput.

Bottleneck detection & performance tracking
Horizontal scaling when you need it
Smart incident correlation & alerts
Source Input12.4K/s
Transform11.8K/s
DB Writer bottleneck2.1K/s
Outputwaiting...
Real-time Bottleneck Detection

Platform Engineering Reimagined

Stop being reactive. Start building platforms that anticipate needs, heal themselves, and empower your entire organization to move faster.

Why Platform Engineers Choose layline.io

Stop building infrastructure. Start building platforms. layline.io transforms your team from firefighters into platform innovators.

True Self-Service Platform

Empower developers with one-click deployments, automated environments, and self-healing infrastructure. Reduce ticket volume by 85% while improving deployment frequency by 10x.

GitOps Workflows
API-First
Self-Healing

Version Control Ready

Export configurations to your own Git or VCS. Every change trackable. Deploy via Terraform, Helm, or Kubernetes manifests. Roll forward or backward with confidence using immutable deployments.

Terraform
Helm Charts
Immutable

Enterprise Security & Compliance

Enterprise security with RBAC, network policies, and audit trails built-in. Meet enterprise security requirements without sacrificing developer velocity.

Audit Logging
RBAC
Audit Trails

Platform Team Impact

99.9%
Platform Uptime
85%
Ticket Reduction
10x
Deploy Frequency
2min
MTTR
JF-Hospitality
Neil Beatty
Neil Beatty
Platform Engineering Lead
"layline.io transformed our platform team from reactive firefighters to proactive platform builders. Before, we spent most of our time debugging deployment issues and managing infrastructure complexity.

Now our team focuses on building self-service capabilities that actually help us ship faster. The visual workflow designer means we can hand off pipeline ownership to domain teams without worrying about them breaking things."
Use Cases

Where layline.io Fits

Explore scenarios where platform teams can leverage layline.io to solve common infrastructure challenges.

Startup team collaboration
Startup Scale

High-Growth Startup

Scale from a small team to hundreds of engineers while maintaining deployment velocity. A lean platform team can provide self-service data infrastructure for all developers—no bottlenecks, no tickets.

Self-service pipeline creation
Horizontal scaling as you grow
Version-controlled configurations
ScalableSelf-serviceVisual Design
Enterprise headquarters
Enterprise

Global Enterprise

Deploy across multiple regions with strict compliance requirements. layline.io supports governance guardrails while enabling developer autonomy—ideal for enterprises with complex regulatory needs.

Multi-region cluster deployment
On-premise or cloud options
High availability clustering
Multi-regionOn-PremHA
Working on SaaS platform
SaaS

Multi-Tenant SaaS Platform

Building a B2B platform serving many customers? layline.io supports isolated workflow environments while maximizing infrastructure efficiency through shared cluster resources.

Workflow namespace isolation
Shared cluster efficiency
Fast environment provisioning
Multi-tenantIsolationEfficient
Working on compliance infrastructure
Regulated Industries

Compliance-Focused Infrastructure

Operating in healthcare, finance, or other regulated industries? layline.io provides comprehensive audit trails and encryption capabilities to support your compliance requirements.

Complete audit trail logging
Data encryption support
Role-based access control
Audit LogsEncryptionRBAC

Ready to Transform Your Platform?

Join hundreds of platform engineering teams who've reduced operational burden while scaling their organizations.

FAQ

Frequently Asked Questions

Everything platform engineers need to know about building resilient, self-healing infrastructure with layline.io.

layline.io stores complete deployment history within the cluster. Switch between any previous version with a single click—no separate standby environments required. Health checks validate before activation, and you can instantly rollback to any prior deployment. No duplicate infrastructure needed.

layline.io supports both vertical and horizontal scaling. Scale vertically by dynamically running more workflow instances within the cluster. Scale horizontally by adding more nodes. While layline.io doesn't auto-scale itself, nodes can be auto-scaled using orchestrators like Kubernetes, allowing your infrastructure to grow with demand.

Built-in metrics collection, centralized logging, and custom dashboards. Integrates with Prometheus, Grafana, DataDog, and other observability tools. Real-time alerting across multiple channels.

Multi-region deployment with automatic failover, data replication, and split-brain protection. Clusters can span availability zones or regions with configurable consistency levels.

layline.io runs on any Kubernetes cluster, cloud VMs, or bare metal. Minimum requirements are surprisingly low - you can start on your laptop. Costs scale linearly with usage, and the platform's efficiency usually reduces total infrastructure spend by 50%.

Ready to Build Infrastructure
that Operates Itself?

Join platform teams who've eliminated infrastructure toil and achieved 99.9% uptime with self-healing, auto-scaling data platforms.

Free to download
Deploy in 30 seconds
Enterprise support