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 operations

market 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 engineer
    pains:
    • Investigating incidents across separate logs, metrics and traces takes too long
    • High alert volume and repetitive diagnosis increase operational load
  • title: Engineering or platform leader
    pains:
    • Observability spending grows with telemetry volume
    • Long resolution times affect service reliability and engineering capacity
  • title: Application developer
    pains:
    • 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: Datadog
    why: Full-stack cloud observability and AI SRE alternative.
  • name: New Relic
    why: Competing application and infrastructure observability platform.
  • name: Dynatrace
    why: Enterprise observability and operations platform.
  • name: Grafana Labs
    why: 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

hybrid

channels

  • SEO
  • Documentation
  • Free self-service
  • Customer stories
  • Slack community
  • Webinars and events

confidence

high

Founders

  • name: Laduram Vishnoi
    title: Founder
    role: Founder
    bio: 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.

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