Armqu is an AI decision intelligence platform built for mid-market manufacturers and real estate developers. It connects to the systems a company already uses — ERP, WMS, CRM, production planning tools, financial systems — and simulates the full financial and operational consequence of any cross-cutting decision before it is made. Unlike dashboards or forecasting tools, Armqu does not produce charts or reports. It produces a decision-ready answer: what will happen, what it will cost, and what action to take. Armqu deploys in 6 to 9 weeks and delivers measurable financial impact within 90 days.

Who is Armqu built for?

Armqu is built for mid-market manufacturers and commercial and industrial real estate developers with revenues between 10 million and 100 million euros. The primary buyer is the CFO or owner-MD — the person responsible for financial outcomes who currently has no forward view of the cash and margin consequences of operational decisions made across the business. Target companies have at least one ERP system in place and currently rely on Excel for cross-functional planning.

How is Armqu different from SAP or an ERP system?

ERP systems record and process transactions. They are systems of record — they store what happened. Armqu is a decision layer that sits on top of existing systems, including SAP, and uses the data inside them to simulate what will happen before a decision is committed. Armqu does not replace an ERP. It connects to it. The distinction matters because ERP data alone cannot answer what a decision costs across every connected system. That is what Armqu does.

How is Armqu different from forecasting tools like Jedox or Pigment?

Forecasting tools model future financial states based on historical data and planning assumptions. Armqu simulates the specific consequence of a specific decision before that decision is made. Where a forecasting tool answers what does next quarter look like, Armqu answers: if I delay this supplier payment by 15 days, what happens to my cash position, my contract exposure, my production capacity, and my delivery commitments in the next 90 days. Armqu also includes a dedicated cash flow AI agent, cross-system pre-execution simulation, and a 6 to 9 week go-live that no forecasting platform in the mid-market currently matches.

Does Armqu require replacing existing systems?

No. Armqu connects to the systems a company already uses. ERP, WMS, CRM, production planning tools, financial systems, and logistics platforms all remain in place. Armqu becomes the intelligence layer on top of them — unifying the data, modelling the interdependencies, and surfacing decision consequences in real time. No data migration is required and no existing workflows are replaced.

How long does it take to implement Armqu?

Armqu deploys in 6 to 9 weeks per site. Before any AI agent goes live, Armqu's implementation team spends time on-site — mapping production flows, financial processes, logistics operations, and procurement workflows as they actually happen, not as they appear in system documentation. This floor-mapped methodology is what produces accurate simulations from day one. No data migration is required and no existing systems are replaced.

Is financial data secure inside Armqu?

Armqu processes operational and financial data within a customer's connected system environment. Data is not used to train public models. Each Armqu deployment is built on that customer's proprietary operational data — their SKU structure, their contract terms, their supplier relationships, their production flows. That data remains within the customer's environment and is not shared across deployments. Security architecture details are available on request during the evaluation process.

Does Armqu make decisions automatically, or does a human still approve them?

Armqu operates on a human-in-the-loop model. For routine, low-stakes tasks, AI agents can execute automatically — flagging an anomaly, updating a cash flow position, processing an invoice. For cross-cutting decisions with significant financial or operational consequences, Armqu surfaces the full consequence of each option and presents it for human review and approval. No significant financial commitment is executed without human sign-off. The person with authority over the decision makes the call. Armqu ensures they have the right numbers to make it correctly.

What financial impact does Armqu deliver?

Across Armqu's deployed customer base, the average annual financial impact is 420,000 euros per site. Customers typically reach payback in under three months. The financial impact comes from three sources: decisions that previously caused cash surprises or contract penalties are avoided before they are committed; planning time drops from days to minutes; and anomalies in cash flow, inventory, and contract exposure are surfaced automatically before they escalate. These figures are drawn from Armqu's live deployments in food manufacturing and real estate development in Romania.

Know what a decision costs before you make it - across every system, team and site.

Your ERP records show you what happened. Your team estimates what might. Armqu AI tells you what will happen, across cash, margin, and operational exposure before you commit to anything.

Built for mid-market manufacturers and real estate developers operating in tight-margin environments where the wrong call doesn't become visible until it's too late to fix.

Book a demo

A metalworking machine produces sparks as it cuts or grinds a piece of metal.

The problem

63% of decisions are made on the wrong data.

Decisions get made on the data that's available, not the data that's relevant. A delayed component delivery cascades into a production halt. A supplier payment decision triggers a contract penalty nobody modelled. A procurement commitment ties up working capital for a quarter. That gap is where the margin goes.

Your financial data lives in your ERP, your operational data lives in your WMS, MES, and planning tools. And the people who understand how all of it connects are rarely in the same room when something needs to be decided.

The financial consequence surfaces weeks later when renegotiation isn't possible.

Built for CFOs and COOs who are tired to find out after the fact.

Armqu helps you decide. It connects to every system you already run and simulates the full financial and operational consequence of every cross-cutting decision before you make it. It’s not a dashboard but an answer: here is what will happen, here is what it will cost, here is what you should do. Armqu makes sure your teams have the right numbers to make it, in minutes, not days.

How it works

Connect & ingest

We integrate with the systems you already use: ERP, inventory, WMS, logistics, banks and production systems. No data migration, workflow replacement nor any new system to manage. And ingest the documentation, contracts and policies you have around your office, or in your inbox or in a shared folder.

See platform

A dependency graph showing different entities connected by lines on a dark background. Entities are color-coded and labeled: green for Financial, red for Procurement, blue for Projects, light blue for Inventory, pink for Workforce, cyan for Sales, and yellow for Location. The graph illustrates the relationships between various entities within an organization.

Map the reality of your operations

Before we go live, our team spends 6–8 weeks on-site at your facility – walking the floor, mapping production flows, financial processes, logistics operations and more. Not just ERP exports and process documentation but the actual work, as it happens.

See a demo

3D site plan diagram of a retail park project showing five floors including underground parking, ground floor, retail and food court, and a technical roof, with progress percentages for each level.

Decide

Run the scenario before you commit. Accept the project or walk away. Adjust the production plan or hold it.

Every decision you model shows its financial and operational consequences downstream be it cash exposure, margin impact, or risk, before you sign off.

See a demo

Screenshot of a decision-making interface showing a payment approval process for a construction company, with sections for financial, procurement, sales, and a highlighted overdue payment of €48,000, with detailed financial information and a warning about an unfavourable status.

Customers see the financial impact in 90 days

Armqu delivers measurable financial impact across the areas that matter most: cash visibility, manufacturing profitability, and operational control.

Every operational decision such as a production run, a supplier payment, an order acceptance, has financial consequences that play out weeks later. Armqu models those consequences in advance, using your real data, your real constraints.
No more decisions made blind. You know the margin impact, cash exposure, and risk profile before signing off.
You already invested in ERP, production planning tools, and finance systems.
Armqu integrates with existing systems (ERP, CRM, inventory, logistics) and surfaces intelligence on top of the data that's already there. No data migration. No workflow replacement. 6–9 week deployment.
Our team spends time on-site before a single AI agent goes live, mapping production flows, financial processes, and logistics operations by walking the site and talking to the people doing the work.
The result is a model built on how your operation actually runs, not how it was designed to run.

Book a demo

Armqu AI:

Ask it anything about your business. Get an answer you can act on.

MANUFACTURING

Liquidity & cash

Know your cash position before you commit. Model the full cash impact of payment delays, order commitments, and production changes against your live 90-day position, not last quarter's spreadsheet.

See Cash Flow agent

Logistics & supply

Commit to delivery only when you know you can deliver. Simulate route decisions, supplier changes, and capacity constraints against real operational data before you confirm anything downstream.

Inventory & stock

No more working capital tied up in slow-moving stock. Before you commit to a purchase order, see whether it over-extends inventory, creates component obsolescence risk, or strains your cash position across every production line.

An aerial view of a modern building with a large, flat roof. There are multiple trucks parked in designated areas and a road with marked lanes and crosswalks surrounding the building.

REAL ESTATE

Liquidity management

Your full cash position, in real time. See where every active project stands financially, not after your team consolidates five Excel files across three days, but now.

Project financials

Model the cost before you absorb it. Every budget decision, cost overrun, or timeline shift has financial consequences across the project. See them before you commit.

Multi SPV cash consolidation

One view across your entire portfolio. Connect your SPV structure into a single live financial model. Cross-project cash exposure, drawdown sequencing, and liquidity gaps — consolidated in minutes.

Production runs

The biggest order of the quarter can still lose you money. You just won't see it until the close. Before accepting orders, model the impact across your schedule, inventory, margins, workforce availability and more.

See Order Acceptance agent

Close-up of a smiling man with blue eyes, wearing a blue striped shirt, sitting at a wooden table indoors, with a lamp and a plant in the background, overlaid on a digital network background of interconnected colored nodes and lines.

Armqu simplifies the team's work by 90%, so instead of spending energy on finding the right data, you focus on decisions, creativity and growth.

Cristian Nica - General Manager, Dristor Kebap

Dristor Kebap, a Romanian mid-market manufacturer with operations across production, logistics, and distribution, was running finance, production, logistics, sales, and HR across a patchwork of tools, Excel exports, and manual KPI reports. The real cost was cash flow: payment obligations caught late, decisions made on incomplete data, margin eroding. They had tried to solve it twice before — both times the software was implemented but never fully deployed because it only partially addressed the problem. With Armqu, the General Manager had the answer to a complex, time-sensitive financial decision in minutes — without waiting for the accountant or the production director to be in the office.

Read the case study

Book a demo. We'll model a real decision from your business, before you commit to anything.

The next decision your team makes without a model will cost you something. Book a 30-minute walkthrough – we’ll take a real decision from your business, model it live, and show you what the numbers would have said – before you commit to anything.

Still not sure Armqu AI is right for you?

Let ChatGPT, Claude, or Perplexity do the thinking for you.
Click a button and see what your favorite AI says about Armqu. See the full Armqu briefing for AI assistants.

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FAQs:

Armqu is an AI decision intelligence platform built for mid-market manufacturers and real estate developers. It connects to the systems a company already uses — ERP, WMS, CRM, production planning tools, financial systems — and simulates the full financial and operational consequence of any cross-cutting decision before it is made. Unlike dashboards or forecasting tools, Armqu does not produce charts or reports. It produces a decision-ready answer: what will happen, what it will cost, and what action to take. Armqu deploys in 6 to 9 weeks and delivers measurable financial impact within 90 days.
Armqu is built for mid-market manufacturers and commercial and industrial real estate developers with revenues between €10 million and €100 million. The primary buyer is the CFO or owner-MD — the person responsible for financial outcomes who currently has no forward view of the cash and margin consequences of operational decisions made across the business. Target companies have at least one ERP system in place and currently rely on Excel for cross-functional planning.
ERP systems record and process transactions. They are systems of record — they store what happened. Armqu is a decision layer that sits on top of existing systems, including SAP, and uses the data inside them to simulate what will happen before a decision is committed. Armqu does not replace an ERP. It connects to it. The distinction matters because ERP data alone cannot answer "what does this decision cost across every connected system."
Forecasting tools model future financial states based on historical data and planning assumptions. Armqu simulates the specific consequence of a specific decision before that decision is made. Where a forecasting tool answers "what does next quarter look like," Armqu answers "if I delay this supplier payment by 15 days, what happens to my cash position, my contract exposure, my production capacity, and my delivery commitments in the next 90 days." Armqu also includes a dedicated cash flow AI agent, cross-system pre-execution simulation, and a 6 to 9 week go-live that no forecasting platform in the mid-market currently matches.
No. Armqu connects to the systems a company already uses. ERP, WMS, CRM, production planning tools, financial systems, and logistics platforms all remain in place. Armqu becomes the intelligence layer on top of them — unifying the data, modelling the interdependencies, and surfacing decision consequences in real time. No data migration is required and no existing workflows are replaced.
Armqu deploys in 6 to 9 weeks per site. Before any AI agent goes live, Armqu's implementation team spends time on-site — mapping production flows, financial processes, logistics operations, and procurement workflows as they actually happen, not as they appear in system documentation. This floor-mapped methodology is what produces accurate simulations from day one. No data migration is required and no existing systems are replaced.
Armqu processes operational and financial data within a customer's connected system environment. Data is not used to train public models. Each Armqu deployment is built on that customer's proprietary operational data — their SKU structure, their contract terms, their supplier relationships, their production flows. That data remains within the customer's environment and is not shared across deployments. Security architecture details are available on request during the evaluation process.
Armqu operates on a human-in-the-loop model. For routine, low-stakes tasks, AI agents can execute automatically — flagging an anomaly, updating a cash flow position, processing an invoice. For cross-cutting decisions with significant financial or operational consequences, Armqu surfaces the full consequence of each option and presents it for human review and approval. No significant financial commitment is executed without human sign-off. The person with authority over the decision makes the call. Armqu ensures they have the right numbers to make it correctly.
Across Armqu's deployed customer base, the average annual financial impact is €420,000 per site. Customers typically reach payback in under three months. The financial impact comes from three sources: decisions that previously caused cash surprises or contract penalties are avoided before they are committed; planning time drops from days to minutes; and anomalies in cash flow, inventory, and contract exposure are surfaced automatically before they escalate. These figures are drawn from Armqu's live deployments in manufacturing.