Pre-Engineered
We've solved these problems 60+ times. Our accelerators and platforms are battle-tested across production workloads — not prototypes, not proof-of-concepts. Every deployment starts with a foundation that already works.
2 Platforms + 9 Accelerators. Pre-Engineered. Expert-Deployed.
Elasticsearch-native, not Elasticsearch-second. Our 11 proprietary solutions + AI-accelerated methodology solve what generic consultancies miss: LLM Observability, Developer Observability, and production-hardened Elastic automation.
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Production-Proven Results
60+ case studies across LLM Observability, DevScope, and accelerators. Here's one.
SaaS Platform (Series C, 50M users)
Challenge
LLM production workloads without observability. Costs unpredictable. Compliance gaps across multiple LLM providers. No topology awareness — when a model failed, the team couldn't trace the call chain from API gateway to vector database to LLM provider.
Solution
Deployed LLM Observability Platform with the five-perspective framework: cost, performance, compliance, quality, and behavior monitoring across their entire inference pipeline.
Results
- 40% reduction in LLM inference costs through optimized provider routing
- 99.99% uptime maintained during scale-up from 500K to 5M LLM calls/day
- SOC2 audit-ready in 12 weeks with topology-aware compliance proofs
40%
LLM Cost Reduction
5K+
DevScope Downloads
9
Accelerators Deployed in Production
Not SaaS. Not Drop-Ship. Every Deployment Includes Engineering Services.
Our 11 proprietary solutions serve dual purposes: low-friction entry points for teams evaluating observability AND standalone platforms that generate measurable ROI. No product ships without SquareShift expertise behind it.
Expert-Deployed
Every product deployment includes SquareShift engineering services. We implement, configure, train, and support. You're not reading docs alone at midnight — our team is deploying alongside yours.
Custom-Fitted
Pre-built doesn't mean one-size-fits-all. Every platform and accelerator is configured, tuned, and optimized for your specific Elasticsearch environment, your compliance requirements, and your scale targets.
2 Platforms: Strategic Observability
Multi-perspective platforms for teams that need more than dashboards. Start a free trial or download today.
LLM Observability Platform
From AI Chaos to Control
- Topology-aware observability for LLM production workloads — trace calls from API gateway to vector database to LLM provider
- Five-perspective framework: monitor cost, performance, compliance, quality, and behavior in a single pane
- Multi-provider support: OpenAI, Anthropic, open-source LLMs. No vendor lock-in.
Start Free 14-Day Trial
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Discuss technical architecture with our team
DevScope
Laptop-Native Developer Observability
- Local development observability for LLMs, microservices, and full-stack apps — observe your code before you deploy
- Zero cloud dependencies. Runs entirely on your laptop. Privacy-first, offline-capable.
- Open-source freemium model with enterprise support for teams that need shared dashboards and persistent storage
Download Free
Zero cloud dependencies
Enterprise Pricing
24-hour response SLA + priority support
9 Accelerators: Tactical Precision
Single-purpose, Elastic-native accelerators that solve specific Elasticsearch challenges. Deployed by our engineers as part of your engagement.
Blast Radius
Impact Analysis Before It Impacts You
Topology-aware incident impact analysis. Know which services are at risk before you deploy a change — not after it breaks.
Learn MoreTopology Builder
Your Architecture, Mapped Automatically
Automated service dependency mapping and relationship discovery from your existing Elasticsearch logs and metrics. No manual architecture docs required.
Learn MoreAlarm Noise Suppression
Signal Over Noise
ML-powered alert deduplication that reduces false positives 80-90%. Your on-call engineers get actionable alerts, not noise.
Learn MoreTicket Knowledge Base
Self-Service Search + RAG
AI-powered ticket search and knowledge base with semantic search. Reduce support ticket volume 20-30% by letting customers self-serve answers.
Learn MoreCompliance Reporter
Audit Trail on Demand
Automated compliance reporting for SOC2, HIPAA, and PCI-DSS audits. Generate audit-ready proofs from your Elasticsearch data in minutes, not weeks.
Learn MoreLog Reduction Engine
Store Less. Know More.
ML-based log sampling and cardinality reduction. Cut Elasticsearch storage costs 40-60% without losing the signals that matter.
Learn MoreAI Triage Assistant
LLM-Powered Alert Triage
GenAI-assisted alert triage and incident prioritization. Reduce mean time to respond 50-70% by routing the right alert to the right engineer.
Learn MoreThreat Correlation Engine
Patterns Humans Miss
Machine learning threat correlation for Elasticsearch SIEM. Detect cross-signal attack patterns and reduce false positive alerts.
Learn MoreProduct Relevance Optimizer
AI-Driven Search Ranking
LLM-powered product recommendation and search ranking optimization for e-commerce and content platforms. Improve discovery and conversion with AI-driven relevance.
Learn MorePlatforms vs. Accelerators: Which Fits Your Problem?
Platforms are strategic, multi-perspective solutions for ongoing observability. Accelerators solve specific Elasticsearch challenges, fast.
| Dimension | Platforms (LLM Obs, DevScope) | Accelerators (Blast Radius, etc.) |
|---|---|---|
| Scope | Multi-perspective, strategic observability | Single-purpose, tactical precision |
| Deployment Model | Standalone with expert deployment | Integrated into consulting engagements |
| Pricing | Free trial / free download; Professional and Enterprise tiers are custom | Bundled with consulting; costs a fraction of DIY |
| Best For | Teams building AI or developer observability from scratch | Teams solving a specific Elasticsearch pain point |
| Entry Point | Start a free trial or download | Schedule a 15-minute demo |
| Typical Timeline | Production-ready in 2-4 weeks | Deployed in 4-12 weeks as part of implementation |
Why These Products Exist
We built these because we kept rebuilding them for clients. 60+ engagements. Same patterns. So we productized them.
Elasticsearch-Native (Not Bolted-On)
Every product is purpose-built for Elasticsearch. Not generic observability with Elastic "integrations." We designed for Elastic's data model, query DSL, and cluster architecture. Your data stays in Elasticsearch. No proprietary forks. No abstraction layers between you and your cluster.
8 years of Elasticsearch depth. 60+ production implementations.
Proven in Production (Not Experimental)
Our products aren't science projects. They're deployed in production across 60+ customer environments. Real workloads. Real data. Real results. When we say 40% cost reduction, we have the case study to back it.
Elastic Innovation Award 2023. 40+ observability case studies.
Expert-Deployed (Not Self-Service Only)
Unlike SaaS drop-ship, every SquareShift product deployment includes engineering services. We implement, configure, train, and support. You're not filing tickets into a void — our 200+ engineers across SFBA, Singapore, and Chennai respond within 24 hours.
24-hour response SLA. 200+ engineers. Three global time zones.
Built for Elasticsearch. Designed for Your Stack.
Every product integrates natively with Elasticsearch. No third-party dependencies. No vendor lock-in. Your data, your cluster, your control.
Elasticsearch Query DSL Native
Products query Elasticsearch using native DSL. No REST API wrappers. No abstraction layers. Direct access to your Elasticsearch cluster with the query language you already know.
View Technical DocsElastic Cloud Compatible
Works with Elastic Cloud, self-hosted Elasticsearch, and hybrid deployments. Deploy where your data lives. No migration required to use our products.
See Deployment OptionsZero Vendor Lock-In
Your data stays in Elasticsearch. No proprietary forks. No secondary storage layers. If you stop using our products, your Elasticsearch cluster is exactly where you left it.
Read FAQKibana Dashboard Plugins
LLM Observability Platform and DevScope integrate with Kibana dashboards natively. View observability data alongside your existing Kibana visualizations. No context switching.
View ScreenshotsEnterprise-Grade Security and Compliance
SOC2-ready. HIPAA-compliant. GDPR-aligned. Deployed in production across regulated environments.
SOC2 Type II Ready
Products meet SOC2 Type II security controls. Audit-ready documentation available on request. Our customers have passed SOC2 audits using SquareShift products as part of their infrastructure.
Download SOC2 ReportHIPAA-Compliant Data Handling
Products support HIPAA data masking, encryption in transit (TLS 1.3) and at rest (AES-256). Data residency controls for regulated healthcare environments.
View HIPAA DocumentationGDPR-Aligned Data Privacy
Products respect GDPR data residency and deletion requirements. Data Processing Agreements available. EU deployment options for data sovereignty.
Read GDPR Policy24-Hour Response SLA
All product support requests receive a response within 24 hours. Not an automated acknowledgment — a qualified engineer reviews your issue. Covered around the clock across SFBA, Singapore, and Chennai.
View SLA Commitment
24-Hour Response SLA
Around-the-clock ops across SFBA, Singapore, Chennai
Transparent Pricing. Dual Paths.
Start with a free trial or free download. Or schedule a consultation for custom pricing. You choose the path that fits your evaluation process.
Start Free. Scale When Ready.
Begin with zero commitment. LLM Observability Platform offers a free 14-day trial — no credit card, no sales call required. DevScope is free to download with zero cloud dependencies. Upgrade to Professional or Enterprise tiers when your team is ready for production scale and dedicated support.
- LLM Observability Platform
- Free Trial (14 days, no credit card)
- Professional (Custom Pricing)
- Enterprise (Custom Pricing)
- DevScope
- Free Download (open-source, community)
- Enterprise Support (starting at $5K/year)
View Product Pricing
See all tiers + features
Expert Guidance. Custom Pricing.
Schedule a consultation to discuss accelerator implementations. Pricing includes the product plus SquareShift engineering services — implementation, configuration, training, and ongoing support. Costs a fraction of building and maintaining these capabilities in-house.
- Engagement Examples
- Single accelerator implementation: 4-12 weeks
- Full Elasticsearch migration + 3 accelerators: 12-16 weeks
- Custom pricing based on scope, scale, and timeline
Schedule Consultation
Custom pricing + implementation timeline
Frequently Asked Questions
Direct answers. No marketing spin.
Deployment model varies by product. LLM Observability Platform offers both SaaS (Elastic Cloud-hosted) and on-prem options. DevScope runs locally on your laptop — zero cloud dependencies, zero setup complexity. Accelerators are integrated into your existing Elasticsearch cluster during consulting engagements. We handle all deployment, configuration, and training. You don't manage infrastructure; you use the product.
LLM Observability Platform offers a free 14-day trial — no credit card required. Professional and Enterprise tiers use custom pricing based on your deployment model and scale. DevScope is free to download; enterprise support starts at $5K/year. Accelerators are bundled with consulting engagements and cost a fraction of what you'd spend building these capabilities in-house. Schedule a consultation for tailored pricing.
No. Every SquareShift product deployment includes engineering services, training, and documentation. We configure, tune, and optimize products for your Elasticsearch environment. You bring the use case; we bring 8 years of Elasticsearch depth and 200+ engineers. That's the "Expert-Deployed" part of our model.
Yes. All products integrate natively with Elastic Cloud, self-hosted Elasticsearch, and hybrid deployments. No proprietary forks — your data stays in Elasticsearch. Products query using native Elasticsearch Query DSL. We've deployed across Elastic Cloud, AWS-hosted, on-prem, and hybrid environments.
Yes. LLM Observability Platform offers a free 14-day beta with no credit card required. DevScope is free to download and use — enterprise support is an optional upgrade. Accelerators can be demoed in 15-minute sessions before you commit to a consulting engagement. We designed every entry point to be low-friction because we know vendor trust is earned, not assumed.
All SquareShift customers receive a 24-hour response SLA. Not an automated email — a qualified engineer reviews your issue within 24 hours. Support operates around the clock across SFBA, Singapore, and Chennai time zones. Product support is included in Professional and Enterprise tiers. DevScope enterprise support includes priority bug fixes and feature requests.
11 Proprietary Solutions. Pre-Engineered. Expert-Deployed.
Choose your path: Start a free trial, download DevScope, or schedule a consultation. 24-hour response guaranteed.
24-Hour Response SLA
Around-the-clock support across SFBA, Singapore, Chennai. No inquiry left waiting.
Trust and Credentials