Question 1

What stops stock levels from drifting?

Accepted Answer

A single stock-write chokepoint. Every movement — a receipt against a purchase order, a transfer between warehouses, a pick for a sales order, an adjustment after a count — is written through one validated path, so there is no second route that can change quantities quietly. That applies to the product interface, the assistant, the API, and MCP equally, because all four reach the same guarded business logic through one shared action layer. Each write is validated, recorded, and attributed to the actor who caused it, so a discrepancy has a history you can walk backwards. The assistant works inside that chokepoint like everyone else: it can prepare a transfer, resolve which warehouse and which lot, and execute the movement as you, but it cannot post a quantity the engine would reject from a person.

Question 2

Can the assistant receive a purchase or fulfill an order?

Accepted Answer

Yes, where your role allows it, and through the normal actions. Ask it to receive the Northwind Traders purchase order into the main warehouse and it resolves the real order lines, checks what is still open, and posts the receipt through the same validated stock write the interface uses. Ask it to fulfill a sales order and it does the same on the outbound side, with the movement recorded against the order and the customer. Authority is inherited, not granted separately: same role, same module access, same user grants, same model permissions, same workspace. A warehouse user who cannot approve purchases still cannot approve them by prompting. Anything that leaves the building — a shipment confirmation, a document sent to a supplier — is presented for confirmation, and everything that posts is written to activity history under your identity.

Question 3

How do purchase, warehouse, and sales stay in step?

Accepted Answer

They share one record set instead of syncing three. Orders, shipments, inventory, purchase, warehouse, and sales are parts of the same operating record, so a purchase receipt raises available stock that a sales order can immediately commit, and a fulfilled order lowers it for everyone at once. Vendor bills reach the finance engine from the same purchase records, so what was received and what is owed do not have to be matched by hand later. Because the data is already connected, the assistant can answer and act in one step: what is short for this week's orders, which supplier has the open line, place the purchase. The same connection keeps the books and the floor honest, since stock movements and the journals behind them come from one transaction rather than two systems agreeing after the fact.

Question 4

What happens when a movement would be invalid?

Accepted Answer

It is rejected before anything is written. Validation sits at the chokepoint, so a movement that would take stock below what exists, use a location that is not valid, or reference a closed order fails at the engine stage with a reason — whether it came from a click, a prompt, the API, or MCP. The assistant does not get a softer rule set. When the engine refuses, it reports the refusal and what is missing rather than trying an alternative route, because there is no alternative route. Nothing partially applies either: the movement and the records it touches commit in one transaction or not at all. That is the difference between a system where the model executes and one where the model asks and the ERP decides whether and how the action runs.

Question 5

What is Agaro ERP?

Accepted Answer

Agaro ERP is an AI native ERP from Agaro Technologies LLC, built so the software can do the work rather than only record it. It covers finance and invoicing, HR and payroll, CRM and leads, marketing, inventory and supply chain, projects and tasks, an app and website builder, a module builder, agency mode, and the AGARO Assistant — one connected workspace instead of a stack of tools that have to agree with each other. ERP has always held the facts: the customer, the price, the hours, the contract, the approvals. Someone still had to find the records, calculate the result, push the buttons, and reconcile what happened. Agaro closes that gap by giving the assistant the same authority the prompting user has and keeping deterministic engines in charge of money, pay, and stock. It is launching soon.

Question 6

How does the AGARO Assistant decide what it may do?

Accepted Answer

It does not decide; your access does. The prompting user is the identity and their workspace is the data boundary, and the assistant inherits all of it: same role, same module access, same user grants, same model permissions, same workspace. If the user cannot perform an action, the assistant cannot perform it. Every prompt follows one path — prompt, identity, access, resolve data, engine, action, audit — and access is checked before any record is read, so a request outside your permissions stops before data is resolved rather than being declined politely after the fact. The model's role is narrow by design: it selects an action, and Agaro decides whether and how that action executes. Anything that commits or delivers is presented for confirmation, and everything that happens is recorded under your identity in your workspace's audit history.

Question 7

What does "the model never bypasses the ERP" mean?

Accepted Answer

It means no route from a model to your data skips the business logic. The product interface, the AI assistant, the API, and MCP all resolve to a signed in actor with a workspace, role, modules, and model permissions, then pass through one shared action layer where input validation, authorization, the transaction, and the activity log happen. Only then do the finance, payroll, inventory, CRM, and workflow engines run, against workspace isolated PostgreSQL data and audit history. A button click and an assistant tool call reach the same guarded business logic. Practically, that is why the model never calculates an invoice total, a payroll register, or a stock quantity: the engines do, deterministically, and the same request produces the same result whichever route it arrived on. Same identity, same controls, same business actions, one audit trail.

Question 8

When does Agaro ERP launch and how do I get early access?

Accepted Answer

Agaro ERP is launching soon. We are not publishing a date, because the parts that have to be right — the finance and payroll engines, the single stock-write path, the permission model binding the assistant to the user — are the parts worth finishing properly rather than shipping to a calendar. Early access is by talking to us. Tell us what you run today, which modules matter first, and whether you operate one business or a portfolio of client businesses through agency mode, and we will tell you plainly whether Agaro fits and when. If it does not fit yet, we would rather say so than take the signup. You can sign up on agaro.ai to be told when it opens, or reach Agaro Technologies LLC directly at info@agaro.ai or +1 (571) 278-8979. The company is based in Brambleton, Virginia.

Question 9

What can the AGARO Assistant do?

Accepted Answer

The AGARO Assistant can do anything the prompting user can do. It is not a search box or a summarizer bolted onto a report screen — it creates and updates records, runs workflows, and completes transactions inside the ERP. Ask it to invoice a customer and it resolves the real customer, the catalog item, the stored price, the workspace currency, tax, and payment terms, then calls the finance engine to validate the request, calculate totals, allocate the invoice number, create the invoice, and commit the journal. It can create and assign tasks, move projects, prepare a payroll run, raise a purchase, or record a stock movement, each through the same server action a person triggers by clicking. When something is missing it asks. When an action needs confirmation, such as sending a document to a customer, it presents that action and waits for you.

Question 10

Does Agaro ERP have role-based and attribute-based access control?

Accepted Answer

Yes. Agaro ERP has full role-based access control (RBAC) and attribute-based access control (ABAC). Essentials includes role-based access with 5 fixed roles: Super Admin, Manager, Employee, Developer, and Viewer. The Scale plan adds custom access groups with inheritance, access levels for each module, separate read, write, create, and delete rights for each type of data, menu visibility, record rules that limit which records a person can see based on attributes like owner, team, or company, and field-level security that hides sensitive fields such as salaries. The same rules apply everywhere: in the app, through the API, over MCP, and to the AGARO Assistant. The assistant acts with the exact permissions of the person prompting it, so it can never see or change more than that person can. Downgrading a plan never widens anyone's access.

SKU	Product	Warehouse	On hand	Available	Reorder point	Status
SKU-4021	Steel shelving bracket Hardware	Main Warehouse	1,240	1,180	400	In stock
SKU-4088	Packing tape 48mm Packaging	Main Warehouse	320	96	250	Low stock
SKU-3310	Pallet jack 2.5t Equipment	East DC	12	12	4	In stock
SKU-5177	Thermal label roll 4x6 Packaging	West DC	0	0	150	Out of stock
SKU-2604	Cordless drill kit Tools	East DC	46	18	25	Low stock
SKU-7742	Safety goggles, clear Safety	Main Warehouse	610	585	200	In stock
SKU-6015	Hydraulic hose 1/2in Hardware	West DC	0	0	60	Backordered
SKU-1290	Stretch wrap film Packaging	Main Warehouse	220	132	180	Low stock

One stock-write chokepoint,
so the count is the count.

What this module actually does inside Agaro ERP.

Orders and shipments

Inventory with real traceability

Purchase

Warehouse operations

A single validated write

Sales on the same position

Engineered to a standard, not a slogan.

What teams ask about Inventory & Supply Chain
before they move their operations.

Get early access to Inventory & Supply Chain

One stock-write chokepoint,so the count is the count.