Xosphere IQ Platform

The IntelligentFinOps Platform forCloud and AI Optimization

Xosphere IQ unifies cloud and AI cost optimization in a single intelligent platform. SpotIQ delivers up to 80% EC2 savings, ClusterIQ optimizes Kubernetes, and TokenIQ maximizes AI Return — all autonomous, outcome-based, and enterprise grade.

SpotIQCloud Compute ClusterIQKubernetes TokenIQAI Optimization

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Trusted by engineering teams managing hundreds of millions in annual cloud and AI spend.

Trusted by engineering teams at leading technology companies

The Platform

One intelligent platform. Two optimization domains.

Xosphere IQ brings cloud compute and AI cost optimization together under a single outcome-based platform.

Cloud Compute Optimization\ SpotIQ + ClusterIQ \ Autonomous Spot orchestration across AWS and GCP, and intelligent Kubernetes scaling with native Karpenter integration. Up to 80% EC2 savings without engineering toil.\ Explore cloud optimization AI Financial Optimization\ TokenIQ \ Transform AI spend into measurable engineering impact with unified attribution, ROI intelligence, and automated optimization. Powered by AIR (AI Return) — the standard for measuring real business impact of AI.\ Explore AI optimization

AI Financial Optimization

Meet TokenIQ

Transform AI spend into measurable engineering impact with unified attribution, ROI intelligence, and optimization.

Unified AI Gateway & Governance

Unified access and intelligent routing across all AI providers
Centralized governance, policy controls, and auditability
Failover, prompt caching, and reliability at scale
Real-time token telemetry and request visibility

Govern enterprise AI securely at scale.

Granular AI Cost Attribution

Attribute spend to individuals, teams, products, and workflows
Cost per commit, per PR, per ticket, per outcome
Map AI usage to engineering and delivery outcomes
Cross-provider AI unit economics

Turn AI spend into measurable business accountability.

Developer Productivity & AI ROI

Measure AI impact with DORA and SPACE metrics
Track deployment frequency, lead time, and velocity
Quantify productivity and workflow acceleration
Connect engineering performance to business ROI

Validate engineering performance gains from AI.

Automated AI Cost Optimization

Intelligent model and provider selection
Semantic caching and context optimization
Budget-aware routing and policy enforcement
Continuous reduction of token, runtime, and inference waste

Continuous AI savings and performance gains.

AIR

AI Return

AIR (AI Return)

The standard for measuring real business impact of enterprise AI

AIR goes beyond tokens and infrastructure cost. It correlates AI usage and spend with the engineering and business outcomes that actually matter.

AI usage & spend

Engineering & developer productivity

Delivery velocity & software quality

DORA + SPACE operational metrics

Cost optimization & efficiency gains

Business outcomes & financial performance

AIR transforms AI from a technology expense into a measurable operational and financial performance system.

How TokenIQ Works

Xosphere IQ continuously analyzes AI usage, costs, and outcomes — automatically making real-time optimization decisions that improve efficiency, increase ROI, and drive business value.

Cloud Compute Optimization

SpotIQ and ClusterIQ

Two products, one outcome-based pricing model. Autonomous Spot orchestration for compute and Kubernetes — across AWS and GCP.

Cloud Compute Optimization

SpotIQ

Autonomous Spot orchestration across AWS and GCP
Continuously migrates eligible On-Demand capacity to Spot
Stateful workload support via Xogroups (EBS preserved)
Automatic On-Demand fallback for reliability

Up to 80% EC2 savings without engineering toil.

Kubernetes Optimization

ClusterIQ

Advanced cluster scaling across workloads
Uses Spot only after RIs and Savings Plans are consumed
Native Karpenter integration
Autoscale and rebalance for cost and performance

Intelligent Kubernetes node selection at enterprise scale.

Cloud costs are out of control

Engineering teams know EC2 is expensive. But the alternatives create more problems than they solve.

On-Demand pricing drains budgets

AWS On-Demand instances cost 3-5x more than Spot capacity. Most organizations overpay simply because Spot feels too risky.

Manual optimization doesn't scale

Spreadsheets, Reserved Instances, and Savings Plans require constant attention and still leave significant savings on the table.

Spot instance fear is real

Two-minute interruption warnings, capacity volatility, and complex fallback logic make Spot adoption feel dangerous. Native cloud provider tools leave most of this work to your engineers, with limited cross-AZ diversification and no graceful pre-emption handling.

What is Xosphere IQ?

The intelligent FinOps platform for cloud and AI

Xosphere IQ is a platform that continuously analyzes cloud and AI workloads and automatically optimizes them — migrating compute to Spot capacity, scaling Kubernetes clusters intelligently, and turning AI spend into measurable business outcomes.

Unlike Reserved Instances, Committed Use Discounts, Savings Plans, or visibility-only AI observability tools, Xosphere IQ requires no upfront commitment and no manual intervention. It replaces reactive cost tools with proactive optimization intelligence across the entire compute and AI stack.

Deploys in minutes, runs autonomously

Three products under one platform: SpotIQ, ClusterIQ, TokenIQ

Supports stateful workloads with Xogroups

No lock-in, no upfront commitment

Use Cases

Optimize every workload type

Whether you're running traditional EC2, containers, or Kubernetes, the Xosphere IQ platform has a solution designed for your infrastructure pattern.

Auto Scaling

Seamlessly integrate with AWS Auto Scaling Groups and GCP Managed Instance Groups. SpotIQ monitors capacity and automatically replaces On-Demand instances with Spot, without changing your scaling policies.

Native ASG & MIG integration
Zero configuration changes required
Automated instance diversification

Container Orchestration

Optimize containerized workloads running on Amazon ECS, EKS, and Google Kubernetes Engine. Reduce compute costs while maintaining container orchestration reliability.

ECS capacity provider support
EKS & GKE node optimization
Graceful container migration

New Feature

Karpenter (ClusterIQ)

ClusterIQ brings global visibility across your entire organization, combining knowledge of all savings instruments with real-time inventory to find the optimal placement for every workload. It feeds this intelligence back into the Karpenter scheduler, enabling better decisions and the lowest possible cost.

Organization-wide cost visibility
Savings instrument-aware scheduling
Higher Spot coverage than Karpenter alone

Stateful Workloads

With Xogroups, SpotIQ brings Spot savings to stateful applications. EBS volumes and network interfaces are automatically preserved across replacements, maintaining data and IP addresses for seamless transitions without impacting connected clients.

EBS volume persistence
Network interface preservation
Same IP across replacements

HashiCorp Nomad

SpotIQ brings autonomous Spot orchestration to Nomad clusters. Run batch, service, and system jobs on diversified Spot capacity with graceful draining and automatic replacement. No scheduler changes required.

Native Nomad client integration
Graceful job draining on interruption
Diversified Spot pools per job class

New FeatureBeta

AWS Fargate

Extend cost optimization to serverless containers on ECS Fargate. Tag the workloads you want optimized and SpotIQ orchestrates safe migration to Fargate Spot, capturing serverless savings without sacrificing reliability for production tasks.

ECS Fargate support
Customer-tagged workload opt-in
Safe fallback for critical tasks

Explore all solutions

How SpotIQ Works

From On-Demand to optimized in minutes

SpotIQ deploys quickly and works autonomously. No infrastructure changes, no application modifications, no ongoing maintenance.

Install in your cloud account

Deploy via CloudFormation or Terraform. No agents to install, no code changes required.

Tag your workloads

Just add a single tag or label to your instances and start saving. No complex configuration required.

Automatic Spot replacement begins

Xosphere intelligently replaces On-Demand instances with Spot capacity, diversifying across instance types and availability zones.

Continuous optimization & protection

The orchestrator monitors Spot market conditions, proactively replaces at-risk instances, and falls back to On-Demand when necessary.

SpotIQ Capabilities

Everything you need for safe Spot adoption

SpotIQ handles the complexity of Spot instance management so your team can focus on building, not babysitting infrastructure.

Cost Optimization

Automatic Spot replacement

Continuously migrates eligible On-Demand capacity to Spot instances.

RI & Savings Plans awareness

Recognizes existing Reserved Instances and Savings Plans coverage so commitments are fully utilized before Spot replacement begins.

Reserved Instance optimization

Reshapes workloads to a different instance family or size to absorb underutilized RIs, and falls back to Spot when no applicable RI capacity is available.

Real-time savings tracking

Dashboard visibility into actual savings versus On-Demand baseline.

Reliability & Safety

Instance type diversification

Spreads workloads across multiple instance types and availability zones to minimize the blast radius of any single Spot interruption.

Proactive interruption handling

Replaces at-risk instances before AWS reclaims them.

Automatic On-Demand fallback

Seamlessly falls back when Spot capacity is unavailable.

Health-aware orchestration

Respects load balancer health checks and scaling policies.

Operations & Control

Instance scheduling (free)

Park non-production instances on a schedule. Stop nights and weekends, start them back up on demand. Included free of charge.

Budgets (free)

Set spend thresholds with alerting and guardrails across accounts and workloads. Included free of charge.

Auto Scaling Group integration

Works natively with existing ASG configurations.

Configurable policies

Set minimum On-Demand percentages and exclusion rules.

SpotIQ Features

Enterprise-grade Spot orchestration

Every feature you need to safely adopt Spot instances at scale, without building custom tooling.

RI & Savings Plans awareness

Instances covered by Reserved Instances or Savings Plans are prioritized and never displaced. Commitments are fully consumed before Spot replacement begins.

Automatic diversification

Spot instances are diversified amongst family, size, and availability zone to minimize impact.

Connection draining

Integrates with ELB and ALB to gracefully drain connections prior to Spot termination.

Container-native

Native integration with ECS, EKS, GKE, Karpenter, and Nomad for automatic container migration.

Tag-based configuration

Easily enable and configure settings using tags or labels on your resources.

Runs in your account

SpotIQ runs entirely within your cloud account. No third-party access required.

Spot termination handler

Automatically responds to termination notifications and fast tracks replacement instances.

Stateful workload support

EBS volumes can be attached to replacement instances for stateful applications.

Lifecycle hooks

Works with existing Auto Scaling Group notification settings and lifecycle hooks.

Integrations

Works with your stack

Xosphere IQ integrates seamlessly with your existing infrastructure across AWS and GCP, regardless of what you're running.

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EC2

Auto Scaling

ECS

EKS

Fargate

Google Cloud

MIGsManaged Instance Groups

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GKE

Workload Orchestrators

Kubernetes

Karpenter

NomadHashiCorp

Who It's For

Built for teams that take infrastructure seriously

Xosphere is designed for organizations where reliability is non-negotiable and engineering time is too valuable for manual cost optimization.

Platform & Infrastructure Teams

Reduce EC2 costs without adding operational burden. Xosphere runs autonomously, integrates with your existing tooling, and requires zero ongoing maintenance.

FinOps Practitioners

Move beyond spreadsheets and Savings Plans. Get real-time visibility into actual savings with automated optimization that adapts to changing workloads.

Engineering Leadership

Demonstrate measurable cloud cost reduction without sacrificing reliability or diverting engineering resources from product work.

Why Xosphere IQ

Native integration with auto scaling, load balancing, container orchestration, and AI gateways. No sidecars, no agents, no application changes.

Most cost tools tell you what's expensive. Xosphere IQ fixes it automatically — across cloud compute and AI spend. We built optimization software, not a reporting layer, because engineering teams need solutions, not more charts.

Read the technical architecture

Truly autonomous

Unlike dashboards that surface recommendations, Xosphere takes action automatically. Set policies once, then let the orchestrator work.

Built for reliability

Proactive interruption handling, automatic fallback, and health-aware orchestration mean Spot savings without Spot anxiety.

No commitment required

Unlike Reserved Instances or Savings Plans, Xosphere requires no upfront purchase, no capacity forecasting, and no long-term lock-in.

Works with your infrastructure

Native integration with Auto Scaling Groups, load balancers, and CloudWatch. No sidecars, no agents, no application changes.

Customer Stories

What our customers say

See all reviews on G2 →

"Anyone looking to reduce their AWS cloud expense and seeking a plug & play solution that works right out of the box should check out Xosphere! Their low maintenance and low cost solution keeps our cloud costs under control 24x7."

Stjepan Buljat

Founder @ Cognism

"Stop overpaying for EC2 now!"

Dave Hammond

Director Cloud Services @ Peraton

"Zero disruption. Maximum EC2 savings."

Jordan Hager

Senior Vice President of Engineering @ Q2

Enterprise Ready

Security and compliance built in

Xosphere is designed for production workloads at enterprise scale. We take security seriously so you can focus on cost optimization with confidence.

Cloud Security Best Practices

Minimal IAM permissions, no data exfiltration, encrypted communications.

SOC-2 Type II Certified

Built with enterprise security and compliance requirements in mind.

Runs in Your Account

Xosphere operates within your cloud environment. Your data never leaves your control.

FAQ

Frequently asked questions

Everything you need to know about Xosphere IQ and the platform's three products.

What is Xosphere IQ?

What is AIR (AI Return)?

What is a Spot instance?

How does SpotIQ handle Spot interruptions?

Do I need to change my application code?

How does SpotIQ work with my existing savings instruments?

Is my data secure?

How is Xosphere IQ priced?

How quickly will I see savings?

Does Xosphere IQ work with containers?

Start optimizing your cloud and AI investment

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