Orders that arrive as a photo on WhatsApp. Documents read one by one. Spreadsheets someone retypes. I automate that with AI, inside your operation. AI proposes, a person confirms.
7 systems built end to end, with AI reading orders, documents and processes, and 24 case studies told from the inside: what was manual and what became automatic.
Automation in practice
All workHow I can help
ServicesThe order arrives as a photo or a message and someone retypes it. AI reads, a person confirms.
Document readingStacks of PDFs read one by one become triage and drafts, with the source page.
Manual processesBilling, reconciliation, proposals and refunds that still depend on spreadsheets and email.
AI agentsAI workflows inside the company, with visible cost and a person in control.
For companiesFrom diagnosis to a working flow, for mid-size and large companies.
Articles
All articlesThe AI proposes, a human confirms
In a legal AI agent and in a photo-based ordering system, the rule was the same: everything the machine produces is a proposal until a person approves it. The work is deciding where that approval sits, what gets locked, and what shows up before the click.
AI in operations · 7 minReading documents in bulk with AI
The machine can read hundreds of pages. What decides whether you can trust it is what it does with the page it couldn't read, the sentence with no source, and the line it didn't recognize.
Automation · 7 minMap the manual process before you put AI in it
Before automating anything, I write down who does the work, what comes in, what goes out, where it goes wrong, and what a mistake costs. A distributor's photo-based ordering shows why that order matters.