# Invisible Technologies vs Outerbase

Invisible Technologies records 1,364,520 monthly visits with +64.4% month-over-month growth and Contact for Pricing pricing. Outerbase records 9,191 monthly visits with +13% growth and Contact for Pricing pricing.

| Metric | [Invisible Technologies](https://openaitools.app/tool/invisible-technologies-inc) | [Outerbase](https://openaitools.app/tool/outerbase) |
| :--- | :--- | :--- |
| Website URL | http://inv.tech | https://outerbase.com |
| Categories | Large Language Models (LLMs), AI Models, AI Agent | AI For Data Analytics, AI Charting, Large Language Models (LLMs), AI Copilot |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 1,364,520 | 9,191 |
| MoM Growth Rate | +64.4% | +13% |
| Primary Market | United States | United States |
| Direct Visits | 877,838 | 3,642 |
| Review Score | 4.6 | 4.3 |
| Saved Count | 2 | 1 |
| Supported Platforms | Website | Website |

## Invisible Technologies

Invisible Technologies occupies an unusual position in the AI industry: it is part software platform, part services organisation and part talent network. The company helps both frontier model labs and large enterprises move AI from prototype to production, and it credits itself with having contributed to the training of the majority of the world's leading models. Where a pure SaaS vendor would hand over a dashboard, Invisible combines tooling with people who actually do the work.

On the platform side, the offering is split into modular components. Neuron is the data layer that pulls messy, multi-source information into one governed place so it is usable by models. Atomic is the process builder that maps an operation visually and then runs the steps automatically, connecting systems and routing each task to the right AI or human. Synapse handles evaluation, testing AI systems against realistic work scenarios and your own criteria rather than generic benchmarks. Axon lets teams deploy agents that can plan through multi-step tasks, use tools and write code, with the versioning and audit trails needed for critical operations.

The human layer is what differentiates the model. Meridial, Invisible's expert network, draws on more than 24,000 vetted specialists organised by skill, language and domain, who can label training data, stress-test systems or handle the edge cases agents are not ready for. Typical engagements include back-office automation, computer vision, contact centre intelligence, demand forecasting and custom RL environments built by domain experts. Because every enterprise's friction with AI is different, the company positions itself as a bridge between a general model and a specific operational reality.

**Pricing & Plans:** Pricing is not published. Invisible quotes per engagement based on data volume, model complexity and the level of expert involvement, so prospective customers book a demo or contact sales for a tailored proposal.

- **Training data for frontier models:** Produces research-grade datasets, including multilingual and domain-specific evaluation data, backed by a large vetted expert network.
- **Model evaluation and testing:** Runs AI systems through realistic task scenarios with custom criteria covering accuracy, safety, tone and domain fit, comparing models side by side.
- **Deployable AI agents:** Builds governed agents that handle multi-step work, use tools and write code, with versioning, per-customer separation and full audit trails.
- **Process automation for back office:** Maps how work actually flows through an organisation, then automates steps gradually, routing to AI or humans as needed.
- **Data preparation and governance:** Consolidates scattered enterprise data into one governed, AI-ready layer so models and workflows know what to use and where it lives.

**Strengths:** Combines platform tooling with a 24,000+ expert network, so projects are not limited to what software alone can do; Deep experience training and evaluating frontier models, with direct relationships across major AI labs; Modular components let enterprises start with one problem area instead of a full platform migration

[Profile (Markdown)](https://openaitools.app/tool/invisible-technologies-inc.md)

## Outerbase

Outerbase started as a modern, browser-based alternative to heavyweight database GUI clients, and has since grown into a collaborative data workspace. The core idea is that the people who need answers from a database — analysts, researchers, support engineers — should not have to wait on SQL expertise or on a dedicated analytics team. Outerbase connects to a broad set of SQL and NoSQL engines, then layers AI on top: an "Ask EZQL" natural-language box, an AI query editor that spots and fixes mistakes, and automatic chart generation from query results.

The everyday working surface is the table view. It is a from-scratch grid that behaves closer to a spreadsheet than to a classic database client, with an expanding set of table plugins, inline editing, and embeddable components from the company's open-source Astra library so the same table can be dropped into your own product. Dashboards push the same idea further: teams assemble self-serve analytics boards, ask the assistant to build charts, and embed the results anywhere through open-source web components.

The Data Catalog is what makes the platform collaborative rather than personal. Teams define business terms so humans and the AI interpret columns consistently, draw relational diagrams, and create virtual relationships between columns without touching the underlying schema. Security is handled at the connection level with two-factor authentication, database role and permission scoping, breach checks, SSH tunneling, AES/RSA encryption and private AI models that are not trained on customer data; the company advertises SOC 2 Type 2 and HIPAA compliance. In 2025 Outerbase announced that it had joined Cloudflare, and the website now directs interested teams to get in touch for commercial details.

**Pricing & Plans:** Outerbase does not publish self-serve tiers on its site; enterprise and team access is handled through a contact-sales conversation. The product is open-source friendly — much of the interface layer, including the table and chart components, is available on GitHub — and you can evaluate it there before talking to the team. Ask for a quote based on the number of connections, seats and compliance needs.

- **Ask EZQL natural-language queries:** Type a question in plain English and get an instant answer drawn from your connected data, without writing SQL by hand.
- **AI query editor and auto charts:** The AI editor reviews your SQL, corrects mistakes and suggests improvements, then turns result sets into presentation-ready charts automatically.
- **Spreadsheet-style table editor:** A snappy grid built from scratch for fast navigation of large tables, with customizable table plugins and edit-in-place controls.
- **Self-serve dashboards:** Compose analytics boards manually or hand them to the AI, then embed charts anywhere using open-source web components.
- **Data Catalog with business terms:** Document shared definitions, generate relational diagrams and add virtual relationships so teams and the AI read the schema the same way.

**Strengths:** Broad database coverage across SQL and NoSQL engines, so you rarely need a second tool; Genuinely useful AI layer: natural-language queries, query fixing and automatic charting in one place; Table and chart components are open source and embeddable in your own applications; Strong security posture with SOC 2 Type 2, HIPAA, encryption, role-based access and private AI models

**Limitations:** No public self-serve pricing, so you must contact sales to get started commercially; The natural-language layer is only as good as the underlying schema documentation; Self-hosting is limited — the managed product is the main path, which may not suit air-gapped environments

[Profile (Markdown)](https://openaitools.app/tool/outerbase.md)

## Frequently Asked Questions

### How do Invisible Technologies and Outerbase compare in monthly traffic?

Invisible Technologies has 1,364,520 monthly visits, while Outerbase has 9,191. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Invisible Technologies has a month-over-month growth rate of +64.4%; Outerbase has +13%.

### How does pricing compare?

Invisible Technologies: Contact for Pricing. Pricing is not published. Invisible quotes per engagement based on data volume, model complexity and the level of expert involvement, so prospective customers book a demo or contact sales for a tailored proposal. Outerbase: Contact for Pricing. Outerbase does not publish self-serve tiers on its site; enterprise and team access is handled through a contact-sales conversation. The product is open-source friendly — much of the interface layer, including the table and chart components, is available on GitHub — and you can evaluate it there before talking to the team. Ask for a quote based on the number of connections, seats and compliance needs.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Salesforce Agentforce (formerly Einstein)](https://openaitools.app/tool/salesforce-einstein) | 111,910,743 | +2.2% | Freemium | Automates enterprise workflows with autonomous agents, but focuses primarily on CRM integration rather than custom operations. | [.md](https://openaitools.app/tool/salesforce-einstein.md) |
| 2 | [Abacus.AI](https://openaitools.app/tool/abacus-ai) | 3,278,636 | -1.7% | Contact for Pricing | Delivers enterprise machine learning and autonomous agents, but lacks a dedicated human expert network for custom operations. | [.md](https://openaitools.app/tool/abacus-ai.md) |
| 3 | [Hex](https://openaitools.app/tool/hex-tech) | 782,737 | +10.8% | Freemium, Free Trial, Paid, Contact for Pricing, Free | An agentic analytics platform that turns questions into governed, trusted answers | [.md](https://openaitools.app/tool/hex-tech.md) |
| 4 | [Labelbox](https://openaitools.app/tool/labelbox) | 762,803 | -22.8% | Contact for Pricing | Provides structured data labeling and agent workflows, but lacks Invisible's dedicated white-glove human operations workforce. | [.md](https://openaitools.app/tool/labelbox.md) |
| 5 | [Appen](https://openaitools.app/tool/appen-com) | 665,840 | +0.2% | Contact for Pricing | Strong human-in-the-loop data annotation and validation services, but offers less customizable end-to-end autonomous agent software. | [.md](https://openaitools.app/tool/appen-com.md) |
| 6 | [Julius AI](https://openaitools.app/tool/julius-ai) | 665,487 | +5% | Free Trial, Contact for Pricing | Chat with your data to get analysis, charts, reports, and slides | [.md](https://openaitools.app/tool/julius-ai.md) |
| 7 | [Dust](https://openaitools.app/tool/dust) | 547,217 | +1.8% | Contact for Pricing | Builds collaborative team knowledge agents, but lacks the deep human-in-the-loop operational outsourcing provided by Invisible. | [.md](https://openaitools.app/tool/dust.md) |
| 8 | [Arize AI](https://openaitools.app/tool/arize-com) | 249,028 | +3.2% | Paid, Contact for Pricing | Agent observability, evaluation, and continuous improvement for production AI | [.md](https://openaitools.app/tool/arize-com.md) |
| 9 | [Writer](https://openaitools.app/tool/writer) | 180,869 | -17.6% | Free Trial, Paid, Contact for Pricing | Combines agentic workflows and custom language models for content, but lacks generalized enterprise operational workflow outsourcing. | [.md](https://openaitools.app/tool/writer.md) |
| 10 | [Agno](https://openaitools.app/tool/agno) | 140,302 | -3.3% | Contact for Pricing, Free | Self-driving agent platform you run in your own cloud | [.md](https://openaitools.app/tool/agno.md) |

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Source: https://openaitools.app/compare/invisible-technologies-inc-vs-outerbase

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