CONCEPT
Support chatbot
Toko Assistant
A shop assistant that answers order, stock, and shipping questions from the catalog — in Indonesian and English — and escalates gracefully.
- Chatbot
- Bilingual
- Escalation
PIXZ.DEV · AI & automation studio
Automate the boring.Ship the amazing.
Kumo Labs builds the quiet systems that work while you sleep — chatbots that answer like a teammate, automations that clear the busywork, and dashboards that make your data finally speak up.
- AI chatbots
- Workflow automation
- Live dashboards
kumo-assistant
Can you handle our order tracking?
Already watching the inbox — I'll tag, route, and summarize each one. Want a demo?
Meet Kumo
A tiny robot with a big job description.
Kumo — Japanese for cloud — is the studio's mascot: a small cloud-headed robot that hovers beside every project. He is curious, literal, and delighted by efficiency. Exactly the traits we build into his systems.
Answers like a teammate
Chatbots trained on your actual documents and tone — they say 'I don't know' when they don't, and hand over to a human when it matters.
Does the work quietly
Automations that run in the background: tagging, routing, summarizing, reporting. Your team keeps the judgment calls; Kumo keeps the rest.
Shows its work
Every system ships with a dashboard and logs you can actually read. No black boxes — you always see what the robot did and why.
Solutions
What Kumo can run for you.
Six kinds of systems, each measured by hours returned to your team. If it's repetitive and rule-shaped, it belongs on this list.
AI chatbots & assistants
Support and sales assistants grounded in your real content — website, docs, product catalogs — with human handoff built in.
- Grounded answers
- Human handoff
- Multilingual
Workflow automation
Intake, routing, approvals, reminders — the invisible conveyor belt that moves work from done to next without anyone chasing it.
- Intake & routing
- Approvals
- Reminders
Data dashboards
Live panels that turn scattered numbers into one calm screen — sales, operations, or project health at a glance.
- Live metrics
- One calm screen
API integrations
Your tools finally talking to each other: CRM, invoicing, messaging, spreadsheets — wired together with error handling that tells the truth.
- CRM
- Messaging
- Sheets
AI content pipelines
Drafting, translating, and summarizing at your volume — with review steps where they count and style rules baked in.
- Drafting
- Translating
- Summaries
Custom AI tools
The specific thing your team keeps wishing existed — scoped, built, and handed over with documentation and training.
- Scoped builds
- Docs & training
Selected builds
The lab notebook.
Original concept exercises by the studio — clearly labeled CONCEPT, not client work. Each one demonstrates a system end to end.
CONCEPT
Ops automation
Pipeline Kuro
An intake robot for a small agency: every incoming form is tagged, routed, and summarized into the team's channel within a minute.
- Intake
- Routing
- Summaries
CONCEPT
Live dashboard
Skyline Board
A calm operations board for a logistics team — fleet status, SLA timers, and a morning digest written by the system itself.
- Live board
- Morning digest
Why Kumo Labs
Boring technology, brilliantly applied.
Six principles that keep our systems trusted, useful, and refreshingly unmagical.
S-01
Grounded, not improvised
Assistants answer from your content with sources attached. When the material runs out, they say so — no confident fiction.
S-02
Humans in the right loop
Automation handles the volume; people handle the exceptions. Every system defines which is which, up front.
S-03
Measured in hours returned
The metric that matters: time your team gets back. We count it before building and report it after shipping.
S-04
Failure states designed, not hoped away
When an API is down or a model is unsure, the system fails loudly, safely, and with a plan B.
S-05
Your data stays yours
Clear boundaries on what goes where, which provider sees what, and how to pull the plug. Documented, not implied.
S-06
Handover, not hostage
Full documentation, exported prompts, and a walkthrough video. You own the system — even if you never leave.
The flow
Four hops from chore to automated.
Kumo's delivery flow is short and transparent. You see the map before the robot starts driving.
- 01
Map the chore
We watch how the work happens today — the tools, the steps, the exceptions — and write down what 'automated' should mean here.
- 02
Sketch the system
A one-page diagram: inputs, robot steps, human touchpoints, and outputs. You approve the map before anything runs.
- 03
Build & supervise
The system goes live in shadow mode first — doing the work where you can check it — before it's trusted to run alone.
- 04
Report & refine
Hours returned, accuracy, and edge cases in a monthly digest. Small refinements ship as they prove themselves.
He hovers over every launch. Proudly.
Systems online
Have a chore in mind?Let's automate it.
Tell PIXZ.DEV what eats your team's hours — support questions, data entry, chasing updates. Kumo Labs replies with a system sketch, a scope, and a quote.
