Pilla vs Tulip (2026): AI that acts inside the work, or a frontline operations platform for manufacturing
Liam Jones
Founder of Pilla
Date Modified
16 September 2026
I wrote this because I keep getting asked whether Pilla replaces Tulip. I ran restaurants for years. I know the job: you want the floor to do the work without you chasing every check.
Tulip is a frontline operations platform for manufacturing. You build no-code apps with steps, widgets and triggers. The floor runs them in Tulip Player on a station PC, tablet, phone or headset. Apps collect photos, files and signatures, talk to machines and ERPs, and write completions. You can add automations, Vision, GxP record history and, in open beta, AI agents.
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 Tulip when I want station apps, machines and GxP records together.
How did we compare them?
I ask the same twelve questions on every comparison. For Pilla I describe what the product does today. For Tulip 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 Tulip's current help: the App Editor, work-instruction templates, input widgets, completions, automations, the AI chat widget, MCP setup and the live plans and trial pages. I have not lived in a paid Tulip 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 Tulip if I needed station apps, machine data, Vision and GxP records from one vendor
- I would not switch expecting Pilla to take over MES, machines, Vision or Part 11
How do Pilla and Tulip compare at a glance?
| Capability | Pilla | Tulip |
|---|---|---|
| Core job | AI work management for deskless teams | Frontline operations platform for manufacturing |
| Design the work | Visual canvas, branching, reusable workflows | No-code app steps with trigger branching and library templates |
| Provide guidance | Written, photo and video guidance beside each step | Written, photo, video, PDF and CAD beside the step |
| Run the work | Phone, tablet, or web app | Phone, tablet, desktop, wearables and web Player |
| Capture evidence | Photos, video, audio, files, signatures, ratings, numbers, checklists, dates and location | Photos, files, signatures, numbers, checks, dates; video via Vision |
| Check the work | AI fetching, decisions and actions inside the work | Validation, OCR, Vision, connectors and AI actions in the app |
| Follow up | Human and AI follow-ups | Email, SMS, automations and library CAPA; agents in beta |
| Talk to the team | DMs and group chats | AI chat, comments, email and SMS |
| Connect other software | MCP server, API, integrations | MCP, API, HTTP and SQL connectors |
| See what happened | Workflow records and evidence | Completions, tables, analytics and record history |
| What you pay for | Unlimited users, usage based on workflows | Per interface; public rates on Essentials and Professional |
| Best for | Operators who want AI to act inside the work | Manufacturers who want composable shop-floor apps plus machines |
I built Pilla for AI work management on the floor. Tulip sells a frontline operations platform for manufacturing.
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 Tulip 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 ratings, stored audio, GPS or a simple video step
- You want DMs and group chats next to the work
- You want unlimited people, paying for processed workflows
- You are happy to keep station apps, machines, Vision and GxP records somewhere else
What do you pay for?
| Capability | Pilla | Tulip |
|---|---|---|
| What you pay for | Unlimited users, usage based on workflows | Per interface; public rates on Essentials and Professional |
| Public price | Starter is £49 a month for 500 processed workflows. Pro is £99 a month for 1,000. | Essentials $100 per interface per month billed annually, 10-interface minimum. Professional $250 per interface per month billed annually. Enterprise and Regulated Industries on request. |
| Trial | 14-day free trial of every Pro feature, with no card | Demo, Experience Center, and a trial instance through an account representative. I could not find a self-serve trial on the live trial page. |
Tulip bills Monthly Active Interfaces, meaning a device that ran Player on at least one day that month. Essentials is $100 per interface per month billed annually, with a 10-interface minimum, a 50-interface cap and 150 operators. Professional is $250 per interface per month billed annually, with unlimited interfaces and operators. Enterprise and Regulated Industries are quotes. Extra AI actions, automation tasks, machine monitoring and computer vision are add-ons. Hardware such as Edge Devices sits around the platform. Help still says trial instances are available at no cost. The live trial page asks you to contact a representative.
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. Tulip starts with a demo, the Experience Center, or a trial instance from an account representative. Apps can go live quickly. Machines, Vision and GxP take a real rollout. Plans start at a 10-interface minimum.
If you move, you rebuild the apps on the canvas. Completions and history stay in Tulip unless you export them by hand. Run both for a while. Keep station apps, machines, Vision and GxP records on Tulip or another vendor. I did not build Pilla to be a composable MES, or to do shift scheduling, payroll or HR.
Does the answer change by budget or size?
If you want to try a process today, start with Pilla. If you run a plant and you need station apps, machine data, Vision and GxP records from one vendor, stay with Tulip. If money is tight, I publish prices. Tulip publishes interface rates with a 10-interface minimum. If you want DMs next to the work, I would pick Pilla even in a small team.
What is each one used for?
Tulip works well for
- Digital work instructions and operator training on the line
- In-line quality inspection, defect tickets and camera inspection
- Weigh and dispense, eBR or eDHR, and review by exception
- Machine monitoring, andon, calibration and cleaning logbooks
- Kitting and pick-to-light with connected devices
- Genealogy, traceability and record history for audits
- Background automations for downtime alerts and defect routing
- AI Composer from SOPs, AI Chat over manuals, and optional AI agents
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 Tulip designed to do?
Tulip holds digital work instructions, in-line quality, machine data and GxP completions in one place. You run apps in Player at the station. You prove the work with photos, files, signatures and timestamps. You can add Vision cameras, edge devices and a regulated validation pack. I would stay on Tulip for that whole factory stack.
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 Tulip, required fields, number ranges, OCR, Vision and connector calls check the work inside the app. Automations can run an AI Prompt Action. AI agents are documented as open beta.
How do you design the work?
On Pilla you draw a visual canvas with branching and reuse the workflow. On Tulip you build a series of steps and widgets, then branch with trigger if/then, including go to a step by name. Automations have a separate visual editor. I could not find a branching canvas of the run itself.
What evidence can the floor capture?
On Pilla a step can take audio, a rating, GPS and a simple video, plus photos, files, signatures, numbers, checklists and dates. Tulip is strong on photos, files, signatures, numbers, checkboxes and dates. Video evidence is a Vision clip of a quality event. I could not find a native rating widget, a GPS field, an audio-file input or a simple video input next to the photo widget.
How does the team talk?
On Pilla you get DMs and group chats, including on a workflow. Tulip operators chat with an AI widget trained on tables and PDFs. People get email, SMS, Player comments, or Slack and Google Chat connectors. I could not find DMs or group channels.
How do they connect other software?
Pilla publishes an MCP server, a REST API and integrations. Tulip also documents an MCP server, listed as free on every plan, plus HTTP and SQL connectors and a Table API. HTTP, SQL and the Tulip API start on Professional.
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. Tulip bills Monthly Active Interfaces. Essentials is $100 per interface per month billed annually, with a 10-interface minimum. Professional is $250. Enterprise and Regulated Industries are quotes.
Which should you pick?
If I ran a plant that needed station apps, machine data, Vision and GxP records from one vendor, I would keep Tulip. That factory stack is a fair reason to stay. If I wanted the work drawn on a canvas and AI acting inside the run, with DMs next to the work, I would use Pilla, and I would keep MES, machines and Part 11 somewhere else.
Frequently asked questions
Is Tulip a checklist tool or an MES?
Tulip calls itself a frontline operations platform. Plants assemble work-instruction, quality and production apps into a composable MES. I could not find a single locked MES module list.
Does Tulip have AI inside the work?
Yes, with limits. Triggers can extract text from a photo, transcribe speech, call connectors and validate inputs. Automations can run an AI Prompt Action. AI Chat sits on a step. AI Agents are documented as open beta and opt-in.
Can staff chat in Tulip the way they would in Pilla?
Operators chat with an AI widget trained on tables and PDFs. People get email, SMS, Player comments, or messages via Slack or Google Chat connectors. I could not find DMs or group channels.
What evidence can a Tulip app capture?
A native input can take a photo, a file, a signature, a number, a checkbox, a date, text, and speech transcribed to text. Video evidence is Vision recording of a short quality clip. I could not find a native rating widget, a GPS field, an audio-file input or a simple video input next to the photo widget. Custom widgets can add a slider, a microphone or geolocation.
Does Tulip have a visual workflow canvas?
I could not find a branching canvas of the run itself. The App Editor is steps and widgets on a layout. Triggers use if/then to go to a step by name. Automations have a separate visual editor with yes/no decision blocks.
How much does Tulip cost compared to Pilla?
Essentials is $100 per interface per month billed annually, with a 10-interface minimum, up to 50 interfaces and 150 operators. Professional is $250 per interface per month billed annually, with unlimited interfaces and operators. Enterprise and Regulated Industries are quotes. Extra AI actions, automation tasks, machines and Vision are add-ons. 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 switching to Pilla replace Tulip machines, Vision and GxP records?
No. I did not build Pilla as a composable MES, a machine-monitoring system or a 21 CFR Part 11 validation pack. I also left shift scheduling, payroll and HR out on purpose. If you need Player at the station, edge devices, cameras or eBR/eDHR, keep those on Tulip or another product.
How long does it take to switch from Tulip 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. Completions and history stay in Tulip unless you move them by hand.
How did you compare Pilla and Tulip?
I read Tulip 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 Tulip does not publish.
Where did these facts come from?
Tulip 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 Tulip.
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