Start with the work
Define the workflow, user, and business objective before choosing an AI tool.
About Inory.ai
AI delivery shaped by real client work.
Inory AI builds agents for business workflows and customer products, grounded in hands-on experience building AI-agent products. Our delivered work spans recruiting, accounting, real estate, and hardware products.
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Origin
Built from real AI-agent experience.
The practice grew out of building AI-agent products, and out of the implementation needs that kept surfacing when those products met real business workflows.
Our client work includes recruiting agents, document agents for a CPA firm, real estate support agents, and AI capabilities inside hardware products.
We connect the business problem to technical delivery and help the people who will use the system adopt it.
See selected client workHow we work
What guides the delivery.
Build for real conditions
Connect to existing systems, test with real tasks, and make human review explicit.
Leave capability with the team
Help people use, review, and improve the system after delivery.
The name
Why "Inory".
Inory represents the transition into a new way of working with AI while maintaining trust and accountability.
The brand is also inspired by 一诺 — the idea of keeping a promise and being accountable for what is delivered.
- Build what is useful.
- Validate what is claimed.
- Take responsibility for the outcome.
Insights
How we think about the work.
Human-in-the-loop is an operating model, not a checkbox
Saying a person reviews the output is not a control. A control specifies who reviews, against what standard, with what authority, and what happens when they disagree.
Why AI is harder in a business that already works
The constraints an established business arrives with — the process, the systems, the exceptions nobody wrote down — are not obstacles between you and the AI. They are the specification for it.
How to choose your first AI workflow
The usual selection method produces forty ideas scored on two axes nobody can estimate before building. Four questions predict a first workflow better, and every one of them is answerable in a week.
Next step
Start with one problem worth solving.
Tell us about a workflow or product you want to improve. We will help you find a useful next step.
No AI solution needs to be defined before we speak.