Enterprises grow faster when their people and agentic AI learn from each other every day. We build that loop inside your operations.
Manufacturing, level 1: Line questions. What's the yield on line 1 today?. Target is 80%
Your SOPs, people, and past decisions as plain files. The agent adds what it learns, and anything unsure waits for your review.
CRM, sheets, drive, ads, chat. Each with a permission list.
Sense, judge, act, log, gate. On a schedule.
Nothing leaves without a named person approving.
run 0412 · 38 rows read · 2 flagged · draft saved · awaiting approval: sales lead
On a private server registered to your company, in the location you choose. No other client uses it, and we do not copy your data to our laptops.
Only the sources on its permission list. Each division sees its own data, and the agent never holds passwords or API keys.
Text inside emails, files, and web pages counts as data. If that text asks the agent to send something out, the agent refuses and alerts your admin.
Every action is logged, errors included, and a failed run alerts its owner. You can ask for the log at any time.
You keep the server, or we delete the data and show you proof.
Company brain
Harness with permission lists
Live workflows, each with owner, approver, schedule, log, and kill rule
Runbook your team uses to direct the workflows
Optional retainer after the six-week sprint
Your leaders build their first workflow with us in the room. Six sessions. You leave with a running L2 workflow and a company brain draft.
A self-learning company brain for one division, with four Level 3 workflows running on it every day. Our engineers build it inside your team in a six-week sprint.
Stage 1
Our engineer works from your office, follows the people who do the repeating work, and writes down how it really flows: sources, exceptions, who signs off.
Stage 2
That record becomes a company brain. We connect your tools with a permission list and switch on the first workflows, each with an owner and an approver.
Stage 3
The workflows run every day and your team directs them from the runbook. After the sprint, we can stay on a retainer to keep the brain and workflows tuned.
Engineers call this forward deployed engineering. The person who builds the system works at your desk until it runs, so it fits how your company already works.
Runs on your server if you want. Connections are read-only unless a workflow needs write access, and that access is listed.
No. One owner and one approver per workflow.
ChatGPT waits for you to type. This runs on a schedule, reads your files, and writes a log you can audit.
It never sends. A person approves every output.
Every workflow has a kill rule written before it goes live.
Agentic architecture: context, harness, loop
Workflow design, adoption, and client team training
Six-week pilot sprint, then an optional retainer
Formerly known as
Indonesian dev studio, part of INFIA Group
Blockchain and AI, end-to-end products
Backend, APIs, enterprise system integration
Name, company, what repeats most in your week.