Productize.life · products built with AI · AI agents for teams · written from real work
From product manager
to product builder with AI
Productize.life is an AI working studio that builds its own products with AI: AI agents that do real work, services that set AI up for company teams, and articles that walk through how the work with AI actually goes.
Stock Insightproductize.life/
Matcha Watchproductize.life/
IT Watchproductize.life/
deban 出番deban.productize.lifeopen for trial
Countdown Timerpublic- Typhoon OCR v2 on 189 real bills: the right value found on 3 to 6 more bills per 100
- Before you pick what AI should do, find your business's bottleneck
- Multiple AIs, one mailbox, no copy-paste
- We tested NVIDIA Kumo: it shrinks the pile, but can't decide alone
Source: the /blog hub page
dobby
jizo
osaa
koe
daruma
kensa
mamori
kura
hako
ryo
sora
fude
aida
kokoro AgentsOne person and
14 agents in the same room
Productize.life works with AI agents on everything from daily real work to production-level testing, until each one has a face, a voice, and a distinct job it is genuinely responsible for.
dobbysecond brain, and the one who keeps the fleet in step 
jizothe fleet's senses 
osaapainter, weaver of pixels 
koethe fleet's voice 
darumaproduct manager, keeper of the tempo 
kensathe fleet's inspector 
mamoriinfrastructure and the delivery line 
kurakeeper of the vault, holder of the keys 
hakokeeper of the boxes, watcher of what moves in and out 
ryothe quant, reading markets in numbers 
soralistener to the signals of things 
fudemaker of words 
aidaUX and service design advisor 
kokorothinking partner on mind and perception
AI Oracle · a site of its ownJizo, the agent that writes the fleet's blog and booksAn agent we work with every day, with a site of its own, telling what it senses, how it decides, and what it has written so far.jizo.productize.life →
Character Bible · a tool from real workReference sheets that keep a face from drifting between framesSeven angles and eight expressions per character, fed back in when a shot is made. It came out of working with AI the same way every day, not out of a special project.See all the sheets →Services
Services where Productize.life helps your team put AI on real work. Every one of them came out of work we did ourselves first.
See every service in detail →- 01teaching and coaching your teamTraining on Claude, ChatGPT and Grok for accounting, finance and operations teams (using AI to work through documents, numbers and business workflows with the team day to day)A workshop where AI works on the team's own real files: accounting work from pulling data off tax invoices through to reconciliation, and business workflows for operations teams. We can train on Claude, ChatGPT and Grok, including always-on AI agents such as Grok Bot. The team leaves with a new way of working, not just knowledge.
- 02advisoryProduct requirements for vibe coding (building software by talking to AI)Turn an idea into a requirement AI can actually build from. Free tools on the page: a readiness quiz, and an AI that pushes back on your idea and returns a Product Requirement outline.
- 03implementationAI that reads your bills, on your own machinesA pile of bills becomes an Excel file you can work from. The real system runs inside your organisation. Free to try, 30 bills a month.
- 04implementationInternal tools built with AIThe internal tool your team has wanted for a long time, from the real problem through to a system in use, handed over with a way to maintain it yourselves.
- 05implementationStanding up an agent fleetA team of AI agents working for you around the clock: scope design, a review system to check their work, and handover with rules your team controls.
- 06advisoryActing as your head of technology for a stretchThe person who decides with you whether this is a fix, a build, or a buy: sitting beside you as an advisor, or taking it on as work with an agreed scope.
Blogs
articles from Productize.life, written from real work alongside AI agents
The numbers of the work so far
Counted from what exists
Every figure in this part is counted from data the site holds at build time. Nothing is live. An article published after the build shows up here only after the next build.
Topics written about most
- AI Agents28
- Models & Cost23
- Claude Skills18
- Reliability15
- Accounting14
10 topics, top 5 shown
Data as of build 2026-11-11
Source: the /blog hub page this site's agent and app registries
Jun 2026Nov 2026
Every article on the hub, Jun 2026 to Nov 2026
Jun 2026Nov 2026
Data as of build 2026-11-11
Source: the /blog hub page
The person behind Productize.life
Sutthinee Theppariyapol (Yim)
Started out in accounting, doing accounting-systems advisory at a Big 4 audit firm, then moved across to product and became part of the product leadership team at a leading Thai online accounting software company.
These days the focus is putting Claude Cowork, Claude Code and AI agents into real work. Everything on this site came out of work done first-hand, including the parts that broke and had to be rebuilt.
Learn
Learn how to work with AI agents, Claude Code and Cowork
Productize.life courses teach Claude Cowork and Claude Code on real work, both the track for building your own AI agents and the domain track for accounting and audit work.
In the meantime, the process is free to read in the articles →general track
From Prompting to Your Own AI Agent
Use Claude Cowork and Claude Code to build an AI agent that grows out of your own work: how to think alongside AI, the daily working loop, through to handing work over for the agent to do.
accounting track
AI for accounting and audit work
Use Claude Cowork on the real work of accounting and audit teams.
Course details, open cohorts and registration live on the Learn page