Open platforms that bridge Infrastructure, AI, and Observability
PlatformBuilds delivers CNCF-aligned, privacy-first platforms for regulated industries—built to run airgapped, scale horizontally, and stay programmable.
Enterprise Ready
SLA & Support
CNCF-aligned
Cloud Native first
Airgapped Ready
Privacy-first
Enterprise
LDAP / OAuth / RBAC
Mission-driven platforms for modern operators
Our mission is to bridge infrastructure, AI, and observability with open, production-grade building blocks that scale and endure.
Built to operate in disconnected and high-security environments without compromising capability.
Kubernetes-native foundations and OpenTelemetry throughout—no lock-in, future-proof by design.
APIs, automation, and efficient resource usage at scale for real-world production workloads.
Finance, healthcare, public sector, and defense—enterprise authentication and RBAC included.
Our Flagship Platforms
We build production-grade solutions to solve complex challenges in cloud-native infrastructure. Mirador and Cosmo provide comprehensive observability and unified networking for the modern data center.
Mirador Stack
The AI-Powered Observability Watchtower. Unifies metrics, logs, and traces with predictive analysis and automated root cause detection to ensure reliability in distributed systems.
Cosmo Stack
The Unified Network Fabric. A network fusion layer that treats Kubernetes and Bare Metal as one programmable fabric—bringing declarative, cloud-native agility to the data center.
Mirador Stack :: The AI-Powered Observability Watchtower
Go beyond traditional monitoring. Mirador unifies metrics, logs, and traces and applies AI-driven analysis for predictive insights and automated root cause detection across complex, distributed environments.
AI-Powered Analysis
Predictive models and incident inference to shorten MTTD/MTTR. Focus on what matters with guided RCA and noise reduction.
Unified Querying
Single-pane experience across MetricsQL, LogsQL and Traces with cross-signals correlation.
Enterprise Auth & RBAC
Integrations for SSO, LDAP/OAuth, and role-based access for large teams and regulated environments.
Scalable & Real-Time
High-ingest pipelines, streaming analysis, and efficient storage—built to handle population-scale telemetry.
Our Contributions to OpenTelemetry
We extend the OpenTelemetry Collector with real-time processing components—bringing inline ML and shift-left alerting directly into standard pipelines across metrics, logs, and traces.
Online Isolation Forest Processor (Real-time Anomaly Detection)
Adds in-flight, unsupervised anomaly detection to the Collector. Learns normal behavior from streaming metrics, logs, and traces, then tags/scores outliers—without requiring any external ML service or GPU.
Alerts Generator Connector (Shift-Left Rule Evaluation)
Performs real-time rule evaluation inside the Collector across metrics, logs, and traces—with built-in de-duplication, rate limiting, and cardinality controls. Reduces alert storms and improves MTTD by pushing alert logic earlier in the pipeline.
Mirador-Core — AI-powered observability backbone
Unified REST API with OpenAPI, enterprise auth (LDAP/OAuth/RBAC), VictoriaMetrics family, Valkey caching, and live WebSocket streams. AI engines for prediction, RCA, and alerts communicate via gRPC + protobuf.
Unified Query
MetricsQL, LogsQL (Lucene), and Traces—one interface, massive scale.
AI Engines
Predict fractures, run RCA with red anchors, and reduce alert noise.
Performance
10× lower RAM vs. traditional stacks; sub-ms via Valkey cluster cache.
Enterprise
RBAC, LDAP/AD, OAuth 2.0, rate limiting, multi-tenant isolation.
Multi-source
Fan-out across multiple VM/VL/VT clusters and aggregate seamlessly.
Kubernetes-ready
Helm chart with discovery, probes, HA replicas, and secure defaults.
# MetricsQL (95th percentile)
curl -X POST https://mirador-core/api/v1/metrics/query/aggregate/quantile \
-H "Authorization: Bearer <token>" \
-H "Content-Type: application/json" \
-d '{ "query": "rate(http_requests_total[5m])", "params": {"quantile": 0.95} }'# Root Cause Analysis (RCA) with red anchors
curl -X POST https://mirador-core/api/v1/rca/investigate \
-H "Authorization: Bearer <token)" \
-H "Content-Type: application/json" \
-d '{
"incident_id": "INC-2025-0831-001",
"symptoms": ["high_cpu", "connection_timeouts"],
"time_range": { "start": "2025-08-31T14:00:00Z", "end": "2025-08-31T15:00:00Z" },
"affected_services": ["payment-service", "database"]
}'Mirador-RCA — Intelligent, high-speed root cause analysis
Automated investigations that connect metrics, logs, traces, and real-time service topology to pinpoint the true root cause—fast. Get a clear timeline, a confidence-scored root cause, and actionable recommendations.
- Full-system topology mapping (upstream/downstream dependencies).
- Unified signal correlation across metrics, logs, and traces.
- Automated anomaly detection (z-score, MAD, error spikes).
- Causal timeline construction across affected services.
- Root cause identification with confidence scoring.
- AI-powered recommendations via history with rule-based fallback.
- OTel servicegraphconnector metrics for dependency graphs.
- Mirador-Core helper APIs for metrics, logs, and traces.
- Weaviate for history, similarity, and persistence.
- Track p95 investigation latency; tune thresholds if needed.
Why teams adopt Mirador-RCA
- Bridges the gap from Business Impact to Technical Causation by breaking down team silos and correlating data across your entire stack.
- Finds the "smoking gun" with topology-aware intelligence that understands cascading failures.
- Delivers AI-driven insights that continuously learn from your system's history to improve accuracy.
- Enables rapid incident response with high-speed, comprehensive root cause analysis.
Cosmo Stack: The unified network fabric for your data center
In today's data centers, network and platform teams often operate in separate worlds. Traditional networking is powerful but complex and slow to change, while Kubernetes networking is agile but confined to its own cluster. This silo creates friction and slows down innovation.
Cosmo Stack bridges this gap. It's a network fusion layer that unifies your Kubernetes and Bare Metal infrastructure into a single, programmable, high-performance network fabric. Treat your entire data center as one cohesive cloud.
Break down silos
Create a seamless network layer that spans from your physical switches directly to your Kubernetes pods—so legacy and modern apps communicate effortlessly.
Automate with BGP
Leverage industry-standard BGP for robust, scalable, automated routing across your data center—no brittle, manual workflows.
Declarative & agile
Manage your network with simple, declarative APIs—aligning network operations with the same patterns used for cloud-native apps.
High-performance ready
Built for demanding workloads—including AI/ML clusters, HPC, and large-scale data services—with a focus on throughput and reliability.
Beyond the License: Engineering Collaboration as a Service
Our open-source platforms are free and powerful, but their true value is unlocked through partnership. We don't sell software licenses; we offer direct access to the expert engineers who build and maintain our CNCF-compliant tools.
Through our Engineering Collaboration Service, we work as an extension of your team to architect, implement, and scale our platforms within your unique environment. This model ensures you not only get world-class software but also the dedicated expertise needed to succeed in highly regulated and mission-critical industries.
Expert Architectural Guidance
Reference architectures tailored to your constraints, with patterns for scale, resilience, and security.
Hands-on Implementation & Integration
Embedded engineers to stand up clusters, pipelines, and observability with your CI/CD and control planes.
Priority Feature Development
Roadmap influence and prioritized features aligned to your operational and regulatory needs.
Enterprise-Grade SRE & Support
SLAs, runbooks, and performance tuning with reliability engineering focused on uptime and cost.
Contact Us
Tell us about your needs. We’ll get back within 1–2 business days.
Ready to explore PlatformBuilds?
Browse the code, try Mirador-Core, or reach out to discuss enterprise deployment.