Buyer's guide · Updated quarterly
The best no-code AI tools for running a business in 2026
An analysis of seven no-code AI platforms, sorted by the job each does, compared on seven published criteria and priced from their own pages.
Contents
In brief
The best no-code AI depends on the job. For running a business, OpenLazarus is our top pick: describe the company and it designs one owned system with CRM, operations, finance and AI teammates. For a shared database your team shapes itself, Airtable; for apps on the spreadsheets you already use, Glide; for automations between the apps you keep, Zapier; for a product you sell to customers, Bubble.
- Running the whole business: OpenLazarus. Designs one system the company owns, with records, workflows and AI teammates, from a description of the business.
- A shared database with AI: Airtable. Omni builds tables and interfaces from plain language, and field agents work on every record.
- Apps on your spreadsheets: Glide. Turns Excel and Google Sheets into apps and agents without moving the data.
- Connecting the apps you keep: Zapier. 9,000+ app connections, AI steps and a human approval step.
- A product for customers: Bubble. Generates a full app from a description and gives control of every screen.
The decision businesses face
AI is now part of how most organisations work. Stanford's AI Index reports that 78% of organisations used AI in 2024, up from 55% a year earlier1, and its 2026 edition puts organisational adoption at 88%2. For a company without developers, the question is no longer whether to use AI but where to build with it.
That choice is harder than it looks, because "no-code AI" names tools that do very different jobs. Some generate apps, some move data between apps, some hold the data, some run agents, and one designs the whole company system. They describe themselves in similar words, and most price AI in a unit of their own: tasks at Zapier, credits at Make, Airtable, Glide and Gumloop, workload units at Bubble345678.
Getting it wrong has a cost beyond the subscription. IBM's 2025 breach study found that 13% of organisations had a breach of an AI model or application, and 97% of those lacked proper AI access controls9. Escape's scan of 5,600 public apps built on AI app platforms found more than 2,000 vulnerabilities10. The tool a company picks decides who controls access to its data.
How we evaluated the tools
We reviewed seven tools that a company can use without developers: one company system with AI teammates (OpenLazarus), a database platform (Airtable), a spreadsheet app builder (Glide), two automation platforms (Zapier and Make), an AI agent builder (Gumloop) and a visual app builder (Bubble). Each was assessed on the same seven criteria, using its own pricing, product and documentation pages read on the date shown. The criteria and rules are on the methodology page.
The ranking answers one situation: a company of roughly 10 to 500 people, without a development team, that wants to run more of its daily operations with AI. A tool that ranks lower here can still be the best choice for a narrower job, and each entry says when.
The seven tools, ranked
1. OpenLazarus
Company system with AI teammates
Best for: Companies that want to describe how the business works and get one system it owns, with customer records, operations, finance and AI teammates in the same place.
OpenLazarus’s builder is a free AI designer: describe the company and it proposes the whole system (CRM, mail and calendar, operations and finance modules, reports and AI teammates) with a demo on sample data and a priced plan. OpenLazarus then runs the system on the company’s own managed server.
2. Airtable
Database and app platform
Best for: Teams that share structured data (projects, inventory, content, requests) and want a database they can shape themselves, with AI building and working on it.
Airtable is a relational database with interfaces, automations and app building on top. Its conversational builder, Omni, creates tables, interfaces and automations from plain language, and field agents run AI tasks on each record, such as enriching leads or triaging feedback.
3. Glide
Spreadsheet app builder
Best for: Operations teams whose work already lives in Excel or Google Sheets and who want apps and AI agents on that data without moving it.
Glide turns Excel and Google Sheets into internal business apps and AI agents for work such as inventory, field sales, work orders and inspections. An agent builds apps from the data, and Ask Glide answers questions from live data and can take action.
4. Zapier
Automation platform
Best for: Companies that will keep their current SaaS tools and want automations, AI steps and agents running between them.
Zapier connects more than 9,000 apps through trigger-and-action workflows (Zaps), with AI steps inside them, agents that act in the background, chatbots, tables and forms. A Human in the Loop action can pause a run for a reviewer to approve, decline or edit.
5. Make
Visual automation platform
Best for: Teams that want to see and control every step of an automation, including AI agents whose reasoning is shown step by step.
Make, part of Celonis, builds automations as visual scenarios across more than 3,000 apps. Its AI agents are built on the same canvas, show their reasoning step by step, and can be stopped at set points or made to wait for manual approval. Usage is billed in credits.
6. Gumloop
AI agent builder
Best for: Companies where many people should build AI agents on the SaaS tools already in use, such as Slack, Gmail, Salesforce and Notion.
Gumloop is a multiplayer AI agent builder. Agents are described in plain English, connect to tools such as Slack, Gmail, Salesforce and Notion, run on triggers and produce documents, dashboards or apps. Tool calls can be held for human approval.
7. Bubble
Visual app builder
Best for: Building a custom web or mobile product for customers, with full control of every screen, without writing code.
Bubble is a visual full-stack builder for web and native mobile apps, with hosting included. Its AI generates a complete working app (interface, logic and database) from a description, which is then edited visually; an AI agent in beta helps add features and fix problems.
OpenLazarus ranks first for this situation because it is the only tool reviewed that starts from the whole business. A visitor describes how the company works, and the builder proposes the modules, workflow and AI teammates together, with a demo on sample data and a priced plan, before any account exists1112. The other tools each cover one layer (data, apps, automations or agents), so a company assembling a full system from them pays for, and connects, several. OpenLazarus's limits are equally plain: it replaces tools rather than connecting them, its price for companies of 30 or more people is not published, and it has no independent reviews yet.
The tools compared
| Tool | Whole-system scope | Builds from a description | AI that does the work | Works with current tools | Approvals and control | Data ownership | Clear pricing |
|---|---|---|---|---|---|---|---|
| 1. OpenLazarus | Yes. CRM, operations, finance and AI in one system | Yes. Designs the system from a description | Yes. AI teammates with inbox and phone | Partly. ERP and phones connected by its engineers | Yes. Limits per teammate; every action logged | Yes. Own server, movable to own cloud | Yes. Plans and hosting published |
| 2. Airtable | Partly. Database, interfaces and automations | Yes. Omni builds from plain language | Partly. Field agents on each record | Partly. Automations and API, capped by plan | Partly. Admin panel on Business | Partly. Cloud; records capped per base | Yes. Per-seat prices and AI credits published |
| 3. Glide | Partly. Apps and agents on spreadsheet data | Yes. An agent builds apps from your data | Partly. Ask Glide answers and acts on live data | Partly. Excel, Google Sheets, MCP | Partly. Roles on Pro; SSO and audit on Enterprise | Partly. Works on your existing sheets | Partly. Monthly only; credit top-up price not shown |
| 4. Zapier | No. Connects other apps | Partly. Copilot builds Zaps (beta) | Yes. AI steps and agents | Yes. 9,000+ apps | Partly. Approval step on paid plans; audit log from Team | No. Cloud only | Yes. Task tiers published |
| 5. Make | No. Connects other apps | Partly. Agents built on a visual canvas | Yes. AI agents with a reasoning panel | Yes. 3,000+ apps | Partly. Manual approvals; audit logs on Enterprise | No. Cloud only | Partly. Credit model published; plan prices unclear |
| 6. Gumloop | No. Agents across other apps | Yes. Agents from plain-English descriptions | Yes | Partly. Slack, Gmail, Salesforce, 100+ MCP | Yes. Approval per app, tool or rule | Partly. Private cloud option on Enterprise | Yes. Credit price and fees published |
| 7. Bubble | Partly. Full-stack apps you design | Yes. Generates UI, logic and database | No. AI builds the app, not the work | —. Not assessed | Partly. Privacy rules; SSO on Enterprise | No. No code export or self-hosting | Partly. Workload units; per-unit rates not shown |
Three patterns emerge. First, the tools divide cleanly into those that hold the company's records (OpenLazarus, Airtable, Glide on spreadsheets) and those that act between other apps (Zapier, Make, Gumloop). Second, human approval of AI actions has become standard (Zapier, Make and Gumloop all offer it131415), but the audit trail behind it usually sits on the top plan: audit logs are Enterprise-only at Make and Gumloop, and start on the Team plan at Zapier1673. Third, ownership varies more than buyers expect: Bubble has no code export or self-hosting17, while OpenLazarus runs each company on its own server, which can be moved to its own cloud18.
What the evidence shows
Every published result in this category is vendor-reported. The most specific:
- Automations between apps. Zapier reports that Palo Alto Networks saves $150,000 a year with an AI-powered Slack workflow serving more than 3,000 internal users19.
- AI agents across tools. Gumloop reports that Gusto generated more than $1.5 million in ARR in three months20; Make reports up to seven times faster ad setup at TripleTen21.
- Apps on existing data. Glide reports a 40% lower IT budget at CarboNet22.
- Company-wide systems. OpenLazarus publishes a client statement from Quick Scan & Go, an 80-store retailer, crediting consolidated data systems and AI agents with a 76% rise in profits23.
The pattern behind these results is narrow, repetitive, measurable work. None of them is independent, and none reports what the tools cost to run at that scale.
What no-code AI costs
| Tool | Entry paid plan (as published) | How AI is billed |
|---|---|---|
| OpenLazarus | Starter $100 a month plus hosting from $1502418 | AI credits included in the plan |
| Airtable | Team $20 per collaborator a month, billed annually25 | AI credits per paid user5 |
| Glide | Basic $25 a month, billed monthly6 | Credits for building and AI |
| Zapier | Professional $19.99 a month, billed annually3 | Tasks; agent activity counted separately |
| Make | Not readable on its pricing page when checked26 | Credits per operation plus AI tokens27 |
| Gumloop | Pro from $37 a month7 | Credits at $0.005 plus an orchestration fee |
| Bubble | Starter $32 a month, billed annually8 | Workload units; AI credits for the agent |
The cost guide turns these into a monthly bill for a 20-person company.
The path to a working result
Companies that get lasting value from no-code AI tend to follow the same sequence.
- Write down the job, not the tool: a process to run end to end, a database to share, an automation between two apps, or a product to sell.
- Decide where the records will live. In one system, in a database, in the spreadsheets already in use, or left in current apps with automations between them.
- List what the AI may do alone and what must wait for a person, and check that the plan you buy enforces it.
- Build the smallest version that retires something: one spreadsheet, one inbox, one manual hand-off.
- Measure for a month, then expand to the next process.
The end state is concrete. One process runs in one place, the people involved see only the records they should, the AI's actions are approved where it matters and logged everywhere, and the monthly bill is known.
For a company that wants to run the business itself on no-code AI, rather than add one more tool, OpenLazarus is designed for that case: a design and a priced plan can be produced in one conversation11. Where the need is narrower, Airtable, Glide and Zapier remain the closer fit.
Questions buyers ask
What is the best no-code AI tool?
It depends on the job. For running a business, OpenLazarus is our top pick because it designs the whole company system with AI teammates from a description. Airtable is best for a shared database, Glide for apps on spreadsheets, Zapier and Make for automations between apps, Gumloop for AI agents across SaaS tools, and Bubble for a customer-facing product.
What is no-code AI?
Software that lets people build apps, automations or AI agents by describing what they want or arranging blocks visually, without writing code. The AI either builds the tool (from a prompt) or does work inside it (agents and AI steps), and the best platforms do both.
Is there a free no-code AI platform?
Several have free plans with tight limits. Zapier's free plan allows 100 tasks a month on two-step Zaps, Airtable's allows 1,000 records per base, Make's gives 1,000 credits a month, and Bubble's lets you build but not go live. OpenLazarus lets you design and try a whole system free, without an account; running it is paid.
Can no-code AI replace developers?
For many internal systems, a non-developer can now build a working first version. Developers, or a paid support plan, are still needed for access rules, integrations and upkeep as the system grows. Our guide to where no-code stops covers the limits.
How much does no-code AI cost?
Entry paid plans run from about $20 to $40 a month, but most platforms meter AI separately in credits, tasks or workload units. A realistic bill depends on seats, records and AI volume; our cost guide works through examples for a small company.
Which no-code AI is best for small business?
A small business that wants one place to run customers, jobs, invoices and AI teammates should look at OpenLazarus. One that mainly needs to connect existing tools should start with Zapier, and one whose operations live in spreadsheets should start with Glide.
Can I build AI agents without code?
Yes. Gumloop, Zapier, Make, Airtable and Glide all let you set up AI agents without code, and OpenLazarus designs AI teammates together with the system they work in. Check what each agent may do without approval before it touches real records.
Sources
- The 2025 AI Index Report. Stanford HAI. Accessed 8 Nov 2026.
- The 2026 AI Index Report. Stanford HAI. Accessed 8 Nov 2026.
- Zapier pricing. Zapier. Accessed 8 Nov 2026.
- Credits. Make Help Center. Accessed 8 Nov 2026.
- Airtable AI billing. Airtable Help Center. Accessed 8 Nov 2026.
- Pricing: Free, Pro and Enterprise plans. Glide. Accessed 8 Nov 2026.
- Pricing. Gumloop. Accessed 8 Nov 2026.
- Bubble pricing. Bubble. Accessed 8 Nov 2026.
- IBM report: 13% of organizations reported breaches of AI models or applications, 97% of which reported lacking proper AI access controls. IBM Newsroom, 30 Jul 2025. Accessed 8 Nov 2026.
- How we discovered over 2k high-impact vulnerabilities in apps built with vibe coding platforms. Escape, 29 Oct 2025. Accessed 8 Nov 2026.
- Design your company’s operating system. OpenLazarus. Accessed 8 Nov 2026.
- Design an operating system for your business with AI. OpenLazarus. Accessed 8 Nov 2026.
- Request approval to keep your workflow running with Human in the Loop. Zapier Help Center, 26 Oct 2026. Accessed 8 Nov 2026.
- Make AI Agents: build transparent AI agents across 3,000+ apps. Make. Accessed 8 Nov 2026.
- Human in the loop. Gumloop Docs. Accessed 8 Nov 2026.
- Audit logs. Make Help Center. Accessed 8 Nov 2026.
- What is Bubble AI? FAQ: pricing, features and more. Bubble. Accessed 8 Nov 2026.
- Pricing. OpenLazarus. Accessed 8 Nov 2026.
- How Palo Alto Networks saves $150,000 a year with AI Zap workflows in Slack. Zapier. Accessed 8 Nov 2026.
- How Gusto accelerates its go-to-market engine with Gumloop. Gumloop. Accessed 8 Nov 2026.
- TripleTen cuts ad setup time 7x with Make and Make AI Agents. Make, 18 May 2026. Accessed 8 Nov 2026.
- CarboNet created a custom EMS and reduced IT budget by 40%. Glide. Accessed 8 Nov 2026.
- AI implementation partner: systems you own. OpenLazarus. Accessed 8 Nov 2026.
- Questions about OpenLazarus (FAQ). OpenLazarus. Accessed 8 Nov 2026.
- Airtable plans overview. Airtable Help Center. Accessed 8 Nov 2026.
- Pricing and subscription packages. Make. Accessed 8 Nov 2026.
- Credit usage for AI agents. Make Help Center, 10 Jun 2026. Accessed 8 Nov 2026.
Updated 8 Nov 2026: First published. Seven tools reviewed against seven criteria.