# Adapt vs IOTA Adapt records 31,479 monthly visits with -21.2% month-over-month growth and Freemium, Free Trial pricing. IOTA records 2,627 monthly visits with +36.7% growth and Contact for Pricing pricing. | Metric | [Adapt](https://openaitools.app/tool/adapt) | [IOTA](https://openaitools.app/tool/iota) | | :--- | :--- | :--- | | Website URL | https://adapt.com | https://www.iota.uz/en | | Categories | AI Agent, AI Data Mining, AI For Data Analytics | AI ERP, AI CRM, Large Language Models (LLMs), AI Image Recognition | | Pricing Model | Freemium, Free Trial | Contact for Pricing | | Monthly Visits | 31,479 | 2,627 | | MoM Growth Rate | -21.2% | +36.7% | | Primary Market | United States | Uzbekistan | | Direct Visits | 26,034 | 1,180 | | Review Score | 4.2 | 4 | | Saved Count | 0 | 0 | | Supported Platforms | Website | Website | ## Adapt Adapt positions itself as the operating layer for companies that want AI agents doing genuine work rather than demos. The company agent is the front end: it answers in Slack, email or a web app, reads from connected systems such as a CRM and mail, and carries out multi-step jobs. Because each run starts from what the previous run learned and uses the access rights of the requesting user, the agent stays inside existing permission boundaries instead of demanding a new security model. Underneath the agent, Adapt exposes the infrastructure as separate products you can adopt individually or together. Sandboxes are isolated computers that run code outside your application, metered per second and free while parked. Storage keeps files and memories between runs so work compounds instead of resetting, and the model gateway routes requests to Claude, GPT, Gemini or other models through one API — you can switch models in configuration rather than rewriting code, use your own provider keys at no markup, or use Adapt's keys at list price plus a small surcharge. For organisations that want the outcome without the build, Adapt offers AI Transformation Services: a roadmap for where agents fit, agents and infrastructure built and run on Adapt Cloud, in your VPC or on-premises, and ongoing upgrades, monitoring and incident response. A developer preview open-source company agent is also offered, which signals the platform is aimed at engineering teams as much as business users. **Pricing & Plans:** Freemium-style entry with a free trial and usage-based components. Sandboxes are metered per second while running and cost nothing when parked; storage is billed on usage; the model gateway charges 0% markup when you bring your own provider API keys and list price plus roughly 5.5% when using Adapt's keys. AI Transformation Services and enterprise deployments are quoted individually. - **Company agent:** One agent that works across every team's tools and knowledge, answering in Slack, email and the web app and acting with the permissions of the person asking. - **Sandboxes:** Isolated computers for each agent run, configurable up to 32 vCPU and 32 GiB, billed by the second while active and free when parked. - **Storage for files and memories:** Files persist after a sandbox stops and memories are recalled by later runs, so agents build on previous work instead of starting from scratch. - **Model gateway:** Reach Claude, GPT, Gemini and other models through a single OpenAI-style API, switching models in configuration and optionally using your own provider keys at 0% markup. - **Managed AI transformation services:** Adapt engineers help plan, build and operate agents on Adapt Cloud, in your VPC or on-premises, including monitoring and incident response. **Strengths:** Agents operate with the asking user's existing permissions, which avoids inventing new access models; Infrastructure is modular, so you can start with one component and add the rest later; Model gateway keeps you vendor-neutral and charges no markup when you supply your own provider keys; Per-second sandbox billing with no charge while parked keeps experimentation costs low **Limitations:** Per-second compute plus per-request model costs can be harder to forecast than a flat subscription; The open-source company agent is still a developer preview, so some capabilities are early; Setup benefit depends on how well your internal tools and data sources can be connected [Profile (Markdown)](https://openaitools.app/tool/adapt.md) ## IOTA IOTA is a software development company headquartered in Tashkent, Uzbekistan, focused on building ERP and CRM products for local and regional businesses. Its systems cover finance, logistics, retail, and manufacturing, and can be deployed either on-premise or in the cloud depending on a client's infrastructure and compliance requirements. The engineering philosophy centers on a lean Golang + HTMX stack, which IOTA says allows its systems to handle terabytes of data while scaling smoothly. The team positions its ERP offering as faster and cheaper to deploy than legacy suites such as 1C, SAP, and Oracle, while aiming for comparable functional coverage. Interfaces are designed to be fully usable on mobile devices as well as desktop. Beyond classic business software, IOTA actively embeds AI: large language models and applied machine learning are woven into business processes, and the company has delivered computer-vision work such as automated recognition of medical test results from photos. Its portfolio also includes work for insurance and other regulated sectors, plus supporting services like web development, cloud/server infrastructure, and rescuing troubled AI applications. **Pricing & Plans:** IOTA does not publish fixed pricing. Plans are quoted per project after a brief and consultation, following a transparent pricing approach the company describes on its site. - **ERP & CRM development:** Custom ERP and CRM platforms tailored to finance, logistics, retail, and manufacturing operations. - **AI & machine learning integration:** Embedding large language models and applied ML into day-to-day business processes, alongside computer-vision solutions. - **Golang + HTMX architecture:** An efficient web stack built to process terabytes of data and scale with growing workloads. - **On-premise or cloud deployment:** Systems can run locally on client infrastructure or be hosted in the cloud, based on client needs. - **Mobile-ready interfaces:** ERP and CRM products are designed for full access on mobile devices as well as desktops. **Strengths:** Deep specialization in ERP and CRM for the Central Asian market; Modern Golang + HTMX stack designed for large data volumes; Flexible on-premise or cloud deployment; Hands-on AI/ML and computer-vision integration experience **Limitations:** No public price list, so budgeting requires a consultation; Primary focus on Uzbekistan may limit localization for other regions; Enterprise sales cycle rather than instant self-serve signup [Profile (Markdown)](https://openaitools.app/tool/iota.md) ## Frequently Asked Questions ### How do Adapt and IOTA compare in monthly traffic? Adapt has 31,479 monthly visits, while IOTA has 2,627. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? Adapt has a month-over-month growth rate of -21.2%; IOTA has +36.7%. ### How does pricing compare? Adapt: Freemium, Free Trial. Freemium-style entry with a free trial and usage-based components. Sandboxes are metered per second while running and cost nothing when parked; storage is billed on usage; the model gateway charges 0% markup when you bring your own provider API keys and list price plus roughly 5.5% when using Adapt's keys. AI Transformation Services and enterprise deployments are quoted individually. IOTA: Contact for Pricing. IOTA does not publish fixed pricing. Plans are quoted per project after a brief and consultation, following a transparent pricing approach the company describes on its site. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) | | 2 | [Salesforce Agentforce (formerly Einstein)](https://openaitools.app/tool/salesforce-einstein) | 111,910,743 | +2.2% | Freemium | Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas. | [.md](https://openaitools.app/tool/salesforce-einstein.md) | | 3 | [Glean](https://openaitools.app/tool/glean) | 3,301,875 | +0.1% | Contact for Pricing | Enterprise AI grounded in your company's own knowledge | [.md](https://openaitools.app/tool/glean.md) | | 4 | [Abacus.AI](https://openaitools.app/tool/abacus-ai) | 3,278,636 | -1.7% | Contact for Pricing | An all-in-one AI super assistant for professionals and enterprises | [.md](https://openaitools.app/tool/abacus-ai.md) | | 5 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | No-code builder for custom AI agents and workflows | [.md](https://openaitools.app/tool/mindstudio.md) | | 6 | [Attio](https://openaitools.app/tool/attio) | 1,652,928 | -4.2% | Free Trial, Contact for Pricing | The AI-native CRM for agentic revenue teams | [.md](https://openaitools.app/tool/attio.md) | | 7 | [Invisible Technologies](https://openaitools.app/tool/invisible-technologies-inc) | 1,364,520 | +64.4% | Contact for Pricing | Enterprise AI infrastructure where software and expert humans work together | [.md](https://openaitools.app/tool/invisible-technologies-inc.md) | | 8 | [Eigent AI](https://openaitools.app/tool/eigent-ai) | 575,703 | +1.4% | Freemium, Free Trial, Contact for Pricing | Open-source desktop AI workforce that runs browser, file, and app tasks for you | [.md](https://openaitools.app/tool/eigent-ai.md) | | 9 | [Dust](https://openaitools.app/tool/dust) | 547,217 | +1.8% | Contact for Pricing | Multiplayer AI where people and agents work side by side | [.md](https://openaitools.app/tool/dust.md) | | 10 | [Notbot](https://openaitools.app/tool/notbot) | 470,467 | +7.3% | Freemium, Free Trial, Paid | WhatsApp chatbot, CRM, and marketing automation in one dashboard | [.md](https://openaitools.app/tool/notbot.md) | --- Source: https://openaitools.app/compare/adapt-vs-iota More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)