Middleware GTM brain
Middleware offers cloud engineering teams full-stack observability and an AI SRE agent to detect and investigate production issues.
category
Full-stack observability and AI operationsmarket profile
- text: Cloud engineering teams need to connect infrastructure, application and user experience telemetry to diagnose incidents.
- text: Observability cost and time to resolution are explicit buying concerns in customer stories.
- text: AI-assisted incident detection and remediation is becoming part of the observability product category.
personas
- title: Site reliability engineer or DevOps engineerpains:
- Investigating incidents across separate logs, metrics and traces takes too long
- High alert volume and repetitive diagnosis increase operational load
- title: Engineering or platform leaderpains:
- Observability spending grows with telemetry volume
- Long resolution times affect service reliability and engineering capacity
- title: Application developerpains:
- Slow endpoints and frontend errors are difficult to trace to backend causes
- Production debugging competes with feature delivery
icp
- text: Cloud-native software organizations running production applications and infrastructure on AWS, Azure, GCP or Kubernetes.
- text: Technology, retail, finance and gaming companies with engineering teams responsible for application reliability.
- text: Teams ranging from self-service users to enterprises requiring bring-your-own-cloud and custom retention.
message pillars
- text: Observe the full stack with an AI SRE agent.
- text: Detect and resolve issues across infrastructure and applications.
- text: Make telemetry spending more controllable.
- text: Unify observability for faster troubleshooting.
objections
- objection: Observability costs will grow unpredictably with ingest.response: Model expected data, session and test volumes with the pricing calculator and evaluate ingestion controls.
- objection: Can we trust AI to fix production incidents?response: Run a limited pilot with human review and define permissions and rollback procedures before enabling automation.
- objection: Migration from our existing monitoring stack could be disruptive.response: Test a representative service and telemetry sources in parallel, then compare dashboards, alerts and operational cost.
competitors
- name: Datadogwhy: Full-stack cloud observability and AI SRE alternative.
- name: New Relicwhy: Competing application and infrastructure observability platform.
- name: Dynatracewhy: Enterprise observability and operations platform.
- name: Grafana Labswhy: Competes for dashboards, metrics, logs and traces.
keywords
- full stack observability
- AI SRE agent
- cloud monitoring platform
- application performance monitoring
- Datadog alternative
- logs metrics traces
- Kubernetes observability
- observability pricing
voice
- Technical and direct
- Outcome and cost-conscious
- Confident about automation
signals
- text: Observability spend is increasing with telemetry volume or contract renewal is approaching.
- text: Engineering teams are consolidating logs, APM and infrastructure monitoring.
- text: An SRE organization is evaluating incident investigation or remediation automation.
stack
- AWS
- Microsoft Azure
- Google Cloud
- Kubernetes
hiring
- Senior Software Engineer (Backend), Ahmedabad
- Senior Sales Engineer, Ahmedabad
- Senior Growth Marketer, Ahmedabad
- Technical Solution Engineer, Ahmedabad
- Growth Engineer - GTM, Ahmedabad
pricing
model: usage
starting price: Free tier; pay as you go $0.30 per GB of metrics, logs and traces
motion
hybridchannels
- SEO
- Documentation
- Free self-service
- Customer stories
- Slack community
- Webinars and events
confidence
highFounders
- name: Laduram Vishnoititle: Founderrole: Founderbio: Founder & CEO at Middleware. Ex-founder of Acquire.io, a customer engagement platform, I took the company from just myself to 200 people and raised $57m in venture capital until the Series B round. Side angel investor and advisor. Born in a small town in India called Jodhpur, grew up in London and living in San Francisco since 2016.