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Supaboard is an AI-powered BI platform that goes beyond dashboards to deliver real answers. It understands your business context, metrics, definitions, and logic, ensuring every insight is accurate and consistent. Connect 600+ data sources, ask questions in plain English, and get instant insights, dashboards, and reports. With its unified semantic layer and agentic AI, Supaboard eliminates confusion, reduces dependency on data teams, and helps everyone make faster, smarter decisions.
Emisar is the last MCP server youโll need to install: a Zero-Trust gateway connecting Claude, Cursor, ChatGPT, and any AI agent to your infrastructure. One server handles production access, debugging, alerts, and internal operations, with new capabilities added as packs. Agents can inspect real production state, debug what they shipped, and help resolve incidents. Safe reads run automatically; policy allows, blocks, or routes risky actions for approval. No SSH keys, VPNs, remote shells, or standing shell access โ and every call is recorded.
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Supaboard's answer
Supaboard doesnโt just show data, it actually understands your business.
Most BI tools give you dashboards and expect you to figure things out Supaboard acts like an AI analyst that knows your metrics, definitions, and logic It gives you direct, clear answers,not just charts
Example:
Instead of building dashboards, just ask: โWhy did revenue drop last week?โ Supaboard explains the reason instantly.
Emisar.dev's answer:
emisar lets AI agents work on real infrastructure without giving them a shell. Agents choose from a finite catalog of typed, versioned actions. Policy decides what runs, what requires approval, and what is denied, while an outbound-only runner verifies the action again on the host. New capabilities arrive as packs behind the same MCP integration, and every request is recorded in both a searchable audit trail and a tamper-evident host journal. [
Supaboard's answer
Supaboard is used by modern, data-driven teams across industries:
SaaS companies โ track MRR, churn, and product usage E-commerce brands โ monitor sales, inventory, and customer behavior Marketing & growth teams โ analyze campaign performance and attribution Sales teams โ track pipeline, conversions, and revenue targets Operations teams โ improve efficiency and identify bottlenecks Finance teams โ monitor revenue, costs, and business health metrics Product teams โ understand user engagement and feature adoption Mid-market & enterprise teams โ align departments with consistent, trusted data
Emisar.dev's answer:
Supaboard's answer
Supaboard is designed for both technical and non-technical teamsโmaking data simple, fast, and accurate for everyone.
Founders & CEOs โ get instant clarity on business performance Sales & Marketing teams โ track pipeline, campaigns, and revenue in real-time Operations teams โ optimize efficiency and uncover bottlenecks Analysts โ explore data faster without repetitive queries Mid-market & enterprise teams โ align across departments with a single source of truth and trusted metrics
Emisar.dev's answer:
emisar is for SRE, DevOps, platform engineering, infrastructure, and security teams that want AI agents to inspect and operate production systems. It is especially relevant to teams managing multiple Linux hosts, clusters, databases, cloud services, or regulated environments where unrestricted shell access and incomplete audit records are unacceptable.
Supaboard's answer
Supaboard is built for speed, simplicity, and trust.
No SQL or technical setup required No waiting on data teams No confusion from conflicting reports Get answers in seconds, not hours.
Emisar.dev's answer:
Choose emisar when you want an agent to keep investigating and handling routine operations without handing it SSH credentials or supervising every call. Compared with raw shell access, copy-paste workflows, or one-off MCP servers, emisar provides reviewed action contracts, host-level enforcement, risk-based policy, scoped access, approvals, pack integrity checks, and a durable audit trail. It is built specifically for governed infrastructure access rather than generic automation.
Supaboard's answer
Supaboard was built to fix a simple problem: Getting answers from data is too slow and too complicated.
Teams spend hours building dashboards Data is scattered across tools Insights are delayed and often inconsistent
Supaboard flips this by making BI AI-first and instant
Emisar.dev's answer:
Founder Andrii Dryga spent a decade working as a CTO, full-stack engineer, SRE, and DevOps engineer. He experienced the cost of running the wrong command on the wrong cluster, while also seeing AI solve operational problems in seconds. emisar grew from the need to preserve both truths: AI agents are useful, and production access must remain bounded. Its answer is to give agents a reviewed catalog of operations instead of a blank terminal.
Supaboard's answer
Supaboard combines modern AI and data infrastructure:
AI/LLMs โ understand questions and generate insights Semantic layer โ ensures consistent metrics and logic 600+ integrations โ connect all your data sources Cloud infrastructure โ fast, scalable, real-time performance
Example:
You ask a question Supaboard understands it, queries the right data, and returns a clear answer instantly.
Emisar.dev's answer:
The hosted control plane and operator interface use Elixir, Phoenix, LiveView, PostgreSQL, and Tailwind CSS. The host runner and MCP bridge are written in Go. Action packs use YAML and JSON Schema, while production infrastructure is managed with Terraform on Google Cloud. The system communicates through MCP, OAuth 2.1, TLS, and WebSockets.
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