SpecialistUnified observability, security and incident response for cloud-scale engineering teams

Middleware records 35,967 monthly visits with -12.3% month-over-month growth and Freemium, Contact for Pricing pricing. Salesforce Agentforce (formerly Einstein) records 111,910,743 monthly visits with +2.2% growth and Freemium pricing.
Full-stack observability with an AI SRE agent that fixes issues
| Dimension / Metric | ||
|---|---|---|
| Official Domain | middleware.io | salesforce.com |
| Pricing Model | Freemium, Contact for Pricing | Freemium |
| Monthly Visits | 35.97K (35,967) | 111.91M (111,910,743) |
| MoM Traffic Delta |
| -5.05K (-12.3%) |
| +2.4M (+2.2%) |
| Primary Market & Share | 🇮🇳 India (27.3%) | 🇺🇸 United States (43%) |
|---|
| Direct Visits / mo | 8.88K | 60.74M |
|---|
| User Rating | 4.3 | 4.4 |
|---|
| Supported Platforms | Website | Website |
|---|
Full-stack observability with an AI SRE agent that fixes issues
An AI agent that detects, investigates, and helps auto-fix production issues across infrastructure, APM and RUM signals.
Monitor servers, containers, serverless workloads and cloud services across AWS, Azure, GCP and Kubernetes from one place.
Correlate and query high-volume logs assisted by AI so debugging does not rely on manual grep-style detective work.
Track application performance, trace slow requests, and inspect database and endpoint behaviour end to end.
Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
Deconstructs complex queries into multi-step action plans grounded in Data 360, retaining state across days or weeks to complete multi-touch operational workflows with human escalation guardrails.
Configure custom agents, subagents, natural-language instructions, and deterministic guardrails using existing Salesforce Flows, Prompt Builder templates, Apex code, and MuleSoft APIs.
Coordinate specialized subagents across departments and connect securely to external enterprise tools through verified Model Context Protocol (MCP) servers from AgentExchange partners.
Replace rigid telephone IVR trees with low-latency conversational voice agents alongside unified deployments across web chat, WhatsApp, SMS, mobile apps, and Slack.
SpecialistUnified observability, security and incident response for cloud-scale engineering teams


Free / Open-sourceAutomate work across thousands of apps — no code required
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Powerful enterprise conversational AI platform, but requires external integration rather than native Salesforce CRM embedding.
SpecialistUnified observability, security and incident response for cloud-scale engineering teams
SpecialistSuperior revenue intelligence and call analytics, but specialized for sales insights rather than general agentic workflow automation.
SpecialistVisual no-code builder for custom AI agents, but lacks Salesforce's native enterprise data connectors and CRM structure.
SpecialistSimple no-code AI chatbot deployment, but less equipped for complex enterprise-grade CRM automation and multi-system agents.
Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
Offers flexible no-code multi-agent workforce building, but lacks Salesforce's deep CRM data integration and native enterprise security.