Pilla vs Clappia (2026): AI that acts inside the work, or a no-code builder for custom field apps
Liam Jones
Founder of Pilla
Date Modified
16 September 2026
I wrote this because I keep getting asked whether Pilla replaces Clappia. I ran restaurants for years. I know the job: you want the floor to do the work without you chasing every check.
Clappia is a no-code platform for custom business apps. You drag fields onto a form, add formulas and conditional sections, then attach workflow nodes for email, approvals, WhatsApp, REST calls and AI. Staff open those apps in a browser or in the Clappia iOS and Android launcher, including offline. Camera, GPS, signature, ratings and a 20-second mobile video sit on the form.
I built Pilla so you can turn a process you already know into a workflow on a canvas. Your team runs it on a phone, tablet or the web app. Pilla can fetch, decide and act while the work is happening. You keep the judgement calls.
If you want to try it on a process you already run, open the canvas.
I would pick Pilla when I want AI to act inside the work. I would pick Clappia when I want to build custom field apps without code, with GPS tracking and a white-label option.
How did we compare them?
I ask the same twelve questions on every comparison. For Pilla I describe what the product does today. For Clappia I went back to their help and product pages on 16 September 2026. Where they stay quiet, I stay quiet.
I am Liam Jones. I founded Pilla after more than ten years running hospitality operations, food safety and frontline teams. On 16 September 2026 I sat with Clappia's current help: App Designer, conditional sections, workflows, the Get Data from AI block, camera and GPS fields, the mobile app, MCP setup and the live pricing page. I have not lived in a paid Clappia account for this write-up. I am telling you what their docs say.
What should you take away?
- I would pick Pilla if I wanted the floor to follow the process without me chasing every check
- I would pick Pilla if I wanted the work checked as it comes in, and followed up when something needs me
- I would keep Clappia if I needed to invent custom field apps myself, with GPS tracking and a white-label launcher
- I would not switch expecting Pilla to take over that app builder, GPS tracking or white-label suite
How do Pilla and Clappia compare at a glance?
| Capability | Pilla | Clappia |
|---|---|---|
| Core job | AI work management for deskless teams | No-code platform for custom field and process apps |
| Design the work | Visual canvas, branching, reusable workflows | Drag-and-drop forms, conditional sections, workflow nodes |
| Provide guidance | Written, photo and video guidance beside each step | Text, image and video viewers on the form |
| Run the work | Phone, tablet, or web app | iOS and Android launcher plus the web app |
| Capture evidence | Photos, video, audio, files, signatures, ratings, numbers, checklists, dates and location | Photos, 20s video, audio, files, signatures, ratings and GPS |
| Check the work | AI fetching, decisions and actions inside the work | AI block, REST fetch, approvals, validation and formulas |
| Follow up | Human and AI follow-ups | Approvals, wait/repeat reminders and status comments |
| Talk to the team | DMs and group chats | Status comments; Slack, Teams, WhatsApp and email |
| Connect other software | MCP server, API, integrations | MCP, REST API, Zapier and integrations |
| See what happened | Workflow records and evidence | Submissions, history, logs and live dashboards |
| What you pay for | Unlimited users, usage based on workflows | Per-user Starter and Pro; free plan; Enterprise quote |
| Best for | Operators who want AI to act inside the work | Teams that want to build custom field apps without code |
I built Pilla for AI work management on the floor. Clappia sells a no-code platform for custom field and process apps.
Why do people like Pilla?
You open Pilla on the phone you already carry. You see the next step, read how to do it, take the photo or sign, and move on. The record lands while you work. Pilla checks it against the rules you set and follows up when something needs you.
I hear the same thing from managers: they draw the process once and stop asking all day whether it happened. The team likes it because they can see what good looks like before they start.
“Pilla helps me have a day off knowing that procedures will be followed”
Charles, owner of 11 hospitality sites
When does switching from Clappia to Pilla make sense?
- You want Pilla to check the work as it comes in
- You want to draw the process on a canvas and branch it
- You want DMs and group chats next to the work
- You want unlimited people, paying for processed workflows
- You want AI fetching, deciding and acting inside a live run
- You are happy to keep the app builder, GPS tracking and white-label launcher somewhere else
What do you pay for?
| Capability | Pilla | Clappia |
|---|---|---|
| What you pay for | Unlimited users, usage based on workflows | Per-user Starter and Pro; free plan; Enterprise quote |
| Public price | Starter is £49 a month for 500 processed workflows. Pro is £99 a month for 1,000. | Starter $6/user/month yearly ($8 monthly). Professional $7.5/user/month yearly ($10 monthly). Free $0. |
| Trial | 14-day free trial of every Pro feature, with no card | Unlimited-time Free plan. Paid-feature trial via support, not a self-serve 14-day Professional trial. |
Prices are per user. Licences are replaceable. Free is unlimited-time, with caps of 100 users, 400 submissions a month and 400 workflow step executions a month. Starter includes unlimited submissions and 4,000 workflow steps, with fixed GPS. Professional includes 40,000 workflow steps, dynamic GPS, Repeat, Approval and API Workflows. Enterprise has no user-based pricing, plus SSO, on-prem and a Code Block. WhatsApp, SMS, REST API, AI calls and white-label are add-ons. INR rates sit on the same pricing page. I have left third-party dollar figures off this page.
How long does setup take, and how hard is it?
You can open Pilla the same day. Every new account gets a 14-day trial of Pro, with no card. I usually see a first opening or closing workflow take an afternoon. Clappia starts with a Free plan and a workplace signup. Apps can go live quickly. White-label, on-prem, SSO and paid workflow nodes take a real rollout. A trial of paid features goes through support.
If you move, you rebuild the apps on the canvas. Files and history stay in Clappia unless you export them by hand. Run both for a while. Keep the app builder, GPS tracking and white-label launcher on Clappia or another vendor. I did not build Pilla to do shift scheduling, payroll or HR.
Does the answer change by budget or size?
If you only need a process on a canvas and you want to try something today, start with Pilla. If you need to invent custom field apps yourself, with GPS tracking and a white-label launcher, stay with Clappia. If money is tight, I publish prices and so do they. Starter is $6 a user a month on yearly billing. If you want AI fetching, deciding and acting on a canvas, I would pick Pilla even in a small team.
What is each one used for?
Clappia works well for
- Quality and site inspections with camera, GPS and checkbox pass/fail
- Field collections with live photos and GPS watermarks
- GPS attendance and live route tracking for field staff
- NCR and ticketing with status, approval and a follow-up submission in another app
- Inventory, stock in/out and master-data apps linked together
- Employee or vendor onboarding forms with e-signature
- Public link-share forms without a Clappia login
- Scheduled Excel reports and live dashboards for managers
Pilla works well for
- Opening and closing the team can follow on their phone
- Showing someone how to do a step with writing, a photo or a video
- Collecting photos, video, audio, files and signatures as the work happens
- Letting AI fetch, decide and act while the run is live
- Following up yourself, or letting Pilla follow up
- Talking in DMs and group chats next to the work
- Connecting other software through MCP, API and integrations
- Paying for workflows with as many people as you need
What is Clappia designed to do?
Clappia lets a non-developer build a workplace of custom apps. You capture field evidence with photos, short video, audio, signatures and GPS. You run approvals and reminders after submit, and you show a live dashboard. You can connect Sheets, Slack, Teams, WhatsApp, databases and REST APIs. GPS attendance and live route tracking are real Clappia jobs. I would stay on Clappia for that app-builder, GPS and white-label suite.
What is Pilla designed to do?
I built Pilla so you can turn the processes you already know into workflows on a canvas. Your team follows them on a phone, tablet or the web app. Pilla checks completed work and handles the follow-up you configured. You keep judgement, coaching and the awkward calls. I left shift scheduling, payroll and HR out on purpose.
What differences actually matter?
How do they check the work?
On Pilla I put AI fetching, decisions and actions in the run. On Clappia a required field, a formula, a validation block or a human approval does the checking. Get Data from REST APIs and Get Data from AI run on the form when someone taps them. The AI block has a 30-second timeout. MCP and the AI Assistant build or edit apps. I could not find fetch, decide and act nodes on a live floor canvas.
How do you design the work?
On Pilla you draw a visual canvas with branching and reuse the workflow. On Clappia you build an app in App Designer as sections and field blocks. Conditional display shows or hides sections with Excel-like formulas. A separate Workflows tab is a node graph after submit. Help says those nodes cannot be dragged and dropped. I could not find a visual work canvas whose nodes are the floor run.
How do you provide guidance?
On Pilla you sit written, photo and video guidance beside each step. On Clappia you put text, an image viewer, a video viewer or a PDF on the form. Field labels and descriptions carry written help. That sits on the form as read-only blocks.
How does the team talk?
On Pilla you get DMs and group chats, including on a workflow. Clappia reviewers add comments when they change a submission status. Workflows post to Slack, Teams, WhatsApp, SMS, email and mobile push. I could not find DMs or group chat rooms.
How do they connect other software?
Pilla publishes an MCP server, a REST API and integrations. Clappia also hosts MCP at mcp.clappia.com for Claude Desktop. Documented tools create and edit apps, workflows and charts. They publish a REST API, Zapier, Slack, Teams, WhatsApp and database connections. I could not find MCP tools that complete a live floor submission.
What are you paying for?
On Pilla you pay for processed workflows, with unlimited people, and you get a 14-day trial of every Pro feature with no card. Clappia charges per user. Starter is $6 a month billed yearly, or $8 monthly. Professional is $7.5 yearly, or $10 monthly. There is a Free plan. Enterprise is a quote.
Which should you pick?
If I needed to invent many custom apps without developers, with GPS, camera, offline mobile, approvals and optional white-label or on-prem, I would keep Clappia. GPS attendance and live tracking are a fair reason to stay. If I wanted the work drawn on a canvas and AI acting inside the run, with DMs beside that work, I would use Pilla, and I would keep the app builder and GPS tracking somewhere else.
Frequently asked questions
Is Clappia a checklist or SOP product?
It is a no-code app builder. You can make inspection checklists, but the product is custom forms, workflows and dashboards, not an SOP library.
Does Clappia have AI inside the work?
Yes, as a Get Data from AI block on the form and as an AI Workflow Node after submit. It can analyse text, images and, on some models, PDFs. There is a 30-second timeout on the form block. MCP and the AI Assistant build or edit apps. I could not find a canvas of fetch, decide and act nodes.
Can staff chat in Clappia the way they would in Pilla?
Reviewers can comment when they change a submission status. Workflows can post to Slack, Teams, WhatsApp, SMS or email. I could not find DMs or group chat rooms in the help.
What evidence can a Clappia app capture?
Photos from a live camera or the gallery, files, drawn signatures, emoji ratings, numbers, dates, multi-select checkboxes, GPS and audio notes of 15 to 300 seconds. Live video is mobile-only and 20 seconds, or 30 seconds on white-label. The web app can upload a pre-recorded video.
How much does Clappia cost compared to Pilla?
Clappia publishes prices. Free has caps. Starter is $6 a user a month billed yearly, or $8 monthly. Professional is $7.5 yearly, or $10 monthly. INR rates sit on the same page. Enterprise is a quote with no user-based pricing. The Free plan has no time limit. Paid-feature trials go through support. I do not charge per person. Starter is £49 a month with 500 processed workflows included. Pro is £99 a month with 1,000 included, and adds AI automations inside Pilla. Every new account gets a 14-day trial of every Pro feature, with no card.
Does Clappia have an MCP server?
Yes. It is hosted at mcp.clappia.com/mcp. Documented tools create and edit apps, workflows and charts. Setup help uses Claude Desktop and says a paid Claude account is required for that connector.
Does switching to Pilla replace Clappia's app builder, GPS tracking and white-label apps?
No. I did not build Pilla as a general no-code app studio, a live GPS tracker or a white-label container app. If you bought Clappia for that, keep those jobs on Clappia or another app builder.
How long does it take to switch from Clappia to Pilla?
You rebuild the apps on the canvas. A first workflow usually takes an afternoon. Running both side by side can take days or a couple of weeks, depending on how many apps you have. Files and history stay in Clappia unless you move them by hand.
How did you compare Pilla and Clappia?
I read Clappia public docs on 16 September 2026 and answered the same twelve questions I use on every comparison. I described Pilla as it works today. I left out anything Clappia does not publish.
Where did these facts come from?
Clappia claims on this page come from their own public docs. Pilla claims come from the current product.
Pilla is AI work management for deskless teams. Try every Pro feature free for 14 days, with no card. Start a free trial or visit Clappia.
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