Pilla vs Azumuta (2026): AI that acts inside the work, or connected-worker MES for shop floors
Liam Jones
Founder of Pilla
Date Modified
16 September 2026
I wrote this because I keep getting asked whether Pilla replaces Azumuta. I ran restaurants for years. I know the job: you want the floor to do the work without you chasing every check.
Azumuta is connected-worker and MES software for discrete manufacturing. You write visual work instructions with product checks. Operators run them on a phone, tablet or a browser station, often next to an ERP product order. Quality, audits, a skill matrix, CAPA tickets, Andon and production traceability sit in the same product.
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 Azumuta when I want digital work instructions bundled with quality, skills and MES.
How did we compare them?
I ask the same twelve questions on every comparison. For Pilla I describe what the product does today. For Azumuta 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 Azumuta's current help: work instruction blocks and steps, visual pages, product checks, rules, double-checks, tickets, Andon, Intelligence, the REST API and MCP beta, plus their pricing page and the first-party Poka comparison. I have not lived in a paid Azumuta 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 Azumuta if I needed digital work instructions plus quality, skills and MES from one vendor
- I would not switch expecting Pilla to take over MES, skill matrices or shop-floor hardware
How do Pilla and Azumuta compare at a glance?
| Capability | Pilla | Azumuta |
|---|---|---|
| Core job | AI work management for deskless teams | Connected-worker and MES shop-floor execution |
| Design the work | Visual canvas, branching, reusable workflows | Step editor with IF/THEN rules and variants |
| Provide guidance | Written, photo and video guidance beside each step | Written, photo, video and 3D beside each step |
| Run the work | Phone, tablet, or web app | Phone, tablet, or web app |
| Capture evidence | Photos, video, audio, files, signatures, ratings, numbers, checklists, dates and location | Photos, signatures, files, numbers, scores; video on tickets |
| Check the work | AI fetching, decisions and actions inside the work | Rule checks, double-checks and AI instruction authoring |
| Follow up | Human and AI follow-ups | Tickets, CAPA, Andon and assigned tasks |
| Talk to the team | DMs and group chats | Ticket comments, Slack and Teams alerts |
| Connect other software | MCP server, API, integrations | REST API, webhooks, ERP; MCP in beta |
| See what happened | Workflow records and evidence | Recordings, product-order reports, dashboards |
| What you pay for | Unlimited users, usage based on workflows | Quote; per-workstation subscription |
| Best for | Operators who want AI to act inside the work | Manufacturers who want work instructions, quality, skills and MES |
I built Pilla for AI work management on the floor. Azumuta sells connected-worker and MES software for shop floors.
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 Azumuta 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 a video, audio, a date or location sitting on the step itself
- You want DMs and group chats next to the work
- You want usage-based pricing with unlimited people
- You are happy to keep MES, skill matrices and shop-floor hardware somewhere else
What do you pay for?
| Capability | Pilla | Azumuta |
|---|---|---|
| What you pay for | Unlimited users, usage based on workflows | Quote; per-workstation subscription |
| Public price | Starter is £49 a month for 500 processed workflows. Pro is £99 a month for 1,000. | No public software price. Sales quote. |
| Trial | 14-day free trial of every Pro feature, with no card | Demo and quote. Two-month Joint Pilot with a Customer Success Officer. No advertised self-serve trial. |
Azumuta quotes a per-workstation subscription. They say they do not add extra fees for backend users. Plans are month-to-month or annual SaaS. Continuous Improvement is an add-on. Azumuta Intelligence and MCP need workspace enablement. I have left third-party dollar figures off this page. I could not find a public software price.
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. Azumuta starts with a demo and a quote. They offer a two-month Joint Pilot with a Customer Success Officer. Work instructions can go live from the knowledge base. Quality, MES and shop-floor hardware take a real rollout.
If you move, you rebuild the instructions on the canvas. Photos and history stay in Azumuta unless you export them by hand. Run both for a while. Keep product orders, skill matrices, CAPA, Andon and peripherals on Azumuta or another vendor. I did not build Pilla to be an MES, a skill matrix or torque-tool software.
Does the answer change by budget or size?
If you only need digital work instructions and you want to try something today, start with Pilla. If you run a plant and you need versioned instructions, in-line quality, a skill matrix and MES traceability from one vendor, stay with Azumuta. If money is tight, I publish prices. Azumuta quotes you. If you want AI in the run, I would pick Pilla even in a small team.
What is each one used for?
Azumuta works well for
- Visual assembly instructions with variants and parameters
- In-line quality checks, torque and parts scans on a product order
- Non-conformance tickets, CAPA, 8D and 5-Whys
- 5S, ISO, LPA, safety and preventive-maintenance audits
- Skill matrix, on-the-job training and certificate expiry
- Andon calls and double-checks by quality
- Digital traveler or electronic batch record per unit or lot
- ERP-driven job release from SAP, Dynamics, Epicor or Odoo
- AI conversion of Word, video or audio into a work instruction
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 Azumuta designed to do?
Azumuta holds versioned work instructions, in-line quality and product-order traceability in one place. You prove the build with photos, signatures, torque, barcodes and timestamps. You stop an out-of-spec step. You log a non-conformance. You train and gate operators with a skill matrix. You call Andon and run CAPA. I would stay on Azumuta for that whole manufacturing 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 Azumuta a required check, a range, a scan, a torque value or a double-check does the checking, then a rule can jump or loop. Azumuta Intelligence drafts, converts and translates instructions. I could not find an AI step inside a live run.
How do you design the work?
On Pilla you draw a visual canvas with branching and reuse the workflow. On Azumuta you build blocks and steps in a list editor, hide or jump with IF/THEN rules, and reuse templates, variants and parameters. I could not find a visual node canvas. Their word Canvas is a background-colour modifier on a photo.
How do you capture evidence?
On Pilla a step can take video, audio, a date and location, plus photos, files, signatures, ratings, numbers and checklists. Azumuta captures pictures, signatures, files, numbers, scores, barcodes, parts scans and torque. Tickets attach video. I could not find a dedicated audio, GPS or date-picker check.
How does the team talk?
On Pilla you get DMs and group chats, including on a workflow. Azumuta operators comment on tickets and call Andon. Slack and Teams get notifications when work instructions change. 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. Azumuta documents a public REST API, webhooks and ERP connectors. Their MCP is a beta opt-in you enable with support.
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. Azumuta quotes you for a per-workstation subscription. They say they do not add extra fees for backend users. I could not find a public software price.
Which should you pick?
If I ran a plant that needed digital work instructions, in-line quality, a skill matrix and MES from one vendor, I would keep Azumuta. That suite is a fair reason to stay, including the shop-floor hardware those plants already plug in. If I wanted the work drawn on a canvas and AI acting inside the run, with DMs and MCP, I would use Pilla, and I would keep MES, skill matrices and torque tools somewhere else.
Frequently asked questions
Is Azumuta a work-instruction tool or an MES?
Both, on their current positioning. Connected-worker modules (digital work instructions, quality, audits, skill matrix) sit with MES capabilities (product orders, traceability, genealogy, non-conformance) in one product.
Does Azumuta have AI inside a live work instruction?
Intelligence drafts and improves instructions, converts Office, video and audio, and translates. Checking a run is rules, ranges, scans, torque and double-checks. The glossary mentions an AI copilot that answers operator questions. I could not find a how-to for that copilot as an in-run step.
Can staff chat in Azumuta the way they would in Pilla?
Operators comment on tickets and call Andon. Slack and Teams receive notifications. I could not find DMs or group chat rooms.
What evidence can an Azumuta step capture?
A step can take a picture, a handwritten or electronic signature, a file, a number, a slider, a score, OK/NOK, a choice, a barcode, a parts scan or torque. Tickets attach images and video. Recordings store who, when and the answers. I could not find a dedicated audio, GPS or date-picker check. User-generated data is only kept if the instruction lives on Quality, Audits or Skill Matrix.
Does Azumuta have a visual workflow canvas?
I could not find a node canvas. You build blocks and steps in a list editor. Rules jump, show or loop. Their word Canvas is a background-colour modifier on a photo.
How much does Azumuta cost compared to Pilla?
Azumuta quotes you. They describe a per-workstation subscription and say they do not add extra fees for backend users. A two-month Joint Pilot comes with a dedicated success officer. 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 Azumuta MES, skill matrix or shop-floor hardware?
No. I did not build Pilla to be an MES, a skill matrix or torque-tool software. I also left shift scheduling, payroll and HR out on purpose. If you need product orders, genealogy, training records or peripherals, keep those on Azumuta or another product.
How long does it take to switch from Azumuta to Pilla?
You rebuild the instructions 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 instructions you have. Photos and history stay in Azumuta unless you move them by hand.
How did you compare Pilla and Azumuta?
I read Azumuta's public help and product pages 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 Azumuta does not publish. I have not lived in a paid Azumuta account for this write-up.
Where did these facts come from?
Azumuta 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 Azumuta.
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