Software Alternatives, Accelerators & Startups

1010Data VS Emisar.dev

Compare 1010Data VS Emisar.dev and see what are their differences

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1010Data logo 1010Data

1010data provides cloud-based big data analytics for retail, manufacturing, telecom and financial services enterprises.

Emisar.dev logo Emisar.dev

One governed MCP server connects any AI agent to a finite action catalog, enforced on-host with pack trust, policy gates, human approvals, and a hash-chained audit trail.
  • 1010Data Landing page
    Landing page //
    2023-10-04
  • Emisar.dev Approvals
    Approvals //
    2026-07-21
  • Emisar.dev Audit Log
    Audit Log //
    2026-07-21
  • Emisar.dev Policies
    Policies //
    2026-07-21
  • Emisar.dev Runner fleet
    Runner fleet //
    2026-07-21

Emisar is the last MCP server youโ€™ll 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.

Emisar.dev

Website
emisar.dev
$ Details
freemium $20.0 / Monthly (per runner)
Startup details
Country
United States
State
CA
Founder(s)
Andrew Dryga
Employees
1 - 9

1010Data features and specs

  • Scalability
    1010Data is designed to handle massive datasets, making it suitable for large enterprises that require powerful data processing capabilities.
  • Ease of Use
    The platform offers a user-friendly interface and intuitive data analysis tools, which can ease the learning curve for new users.
  • Integrated Platform
    1010Data provides a unified platform that combines data storage, processing, and analytics, allowing for seamless data management and analysis.
  • Real-Time Analytics
    The platform supports real-time data analysis, enabling businesses to make timely decisions based on the latest data insights.
  • Strong Security Measures
    1010Data implements robust security protocols, ensuring that sensitive data is protected against unauthorized access.
  • Industry-Specific Solutions
    The platform offers tailored solutions for various industries such as retail, finance, and healthcare, helping users meet sector-specific requirements.

Possible disadvantages of 1010Data

  • Cost
    The platform can be expensive for small to medium-sized businesses, potentially putting it out of reach for organizations with limited budgets.
  • Complexity for Advanced Users
    While 1010Data is user-friendly, more advanced users may find the platform's limitations restricting for highly complex or custom analyses.
  • Integration Challenges
    Integrating 1010Data with existing systems and workflows can be complex and might require additional resources and time.
  • Steep Learning Curve for Advanced Features
    Despite the easy-to-use interface, mastering the platform's advanced features may require significant training and expertise.
  • Performance Issues with Extremely Large Datasets
    Although designed for scalability, performance can degrade when working with extremely large datasets or very complex queries.
  • Limited Offline Capabilities
    1010Data is primarily cloud-based, which can be a limitation for users needing robust offline functionality for data analysis.

Emisar.dev features and specs

No features have been listed yet.

Analysis of 1010Data

Overall verdict

  • Overall, 1010Data is considered a good choice for businesses looking for comprehensive data analytics solutions, especially if they operate in industries where handling large datasets is crucial. Its power, scalability, and ease of use make it a popular choice among enterprises that need to transform data into strategic insights.

Why this product is good

  • 1010Data is known for providing robust big data analytics and insights, particularly for companies in the retail, finance, and consumer goods sectors. It offers a cloud-based platform that enables businesses to manage, share, and analyze large datasets quickly and efficiently. Users appreciate its strong data integration capabilities, high performance on complex queries, and the ability to handle large volumes of data. Additionally, 1010Dataโ€™s focus on providing actionable insights makes it a valuable tool for data-driven decision-making.

Recommended for

  • Retail companies needing to manage and analyze large sales and customer data.
  • Financial institutions looking for detailed analysis of market and transaction data.
  • Consumer goods companies that require insights into supply chain and product performance.
  • Businesses that need to integrate diverse data sources into a cohesive analytics platform.
  • Organizations seeking a cloud-based solution capable of handling complex queries and large datasets.

1010Data videos

Introduction to 1010data

More videos:

  • Review - 1010data Employee Reviews - Q3 2018
  • Review - 1010data Company Overview

Emisar.dev videos

No Emisar.dev videos yet. You could help us improve this page by suggesting one.

Add video

Category Popularity

0-100% (relative to 1010Data and Emisar.dev)
Data Dashboard
100 100%
0% 0
Infrastructure Monitoring
Database Tools
100 100%
0% 0
Infrastructure Management

Questions & Answers

As answered by people managing 1010Data and Emisar.dev.

How would you describe the primary audience of your product?

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.

Which are the primary technologies used for building your product?

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.

Who are some of the biggest customers of your product?

Emisar.dev's answer:

  • Blitz.gg - game analytics for billions of matches and a pretty large infrastructure.

What's the story behind your product?

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.

What makes your product unique?

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. [

Why should a person choose your product over its competitors?

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.

User comments

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Social recommendations and mentions

Based on our record, 1010Data seems to be more popular. It has been mentiond 1 time since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

1010Data mentions (1)

  • Where to get this kind of graph?
    Everything costs money. If you buy a subscription to https://www.vandaresearch.com/ you'll get this. If you buy a subscription to 1010data.com you'll get good info. If you're getting your info from WSB you're betting on epsilon, not alpha. Source: about 4 years ago

Emisar.dev mentions (0)

We have not tracked any mentions of Emisar.dev yet. Tracking of Emisar.dev recommendations started around Jul 2026.

What are some alternatives?

When comparing 1010Data and Emisar.dev, you can also consider the following products

Looker - Looker makes it easy for analysts to create and curate custom data experiencesโ€”so everyone in the business can explore the data that matters to them, in the context that makes it truly meaningful.

Jupyter - Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. Ready to get started? Try it in your browser Install the Notebook.

Google BigQuery - A fully managed data warehouse for large-scale data analytics.

Presto DB - Distributed SQL Query Engine for Big Data (by Facebook)

Databricks - Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.โ€ŽWhat is Apache Spark?

Rakam - Custom analytics platform