Echo is a real-time management accounting system

Every invoice is automatically parsed, categorised and assigned to a cost centre before it reaches the books. A person confirms. The system does the rest — generates payment orders, updates the cash flow forecast, feeds the dashboards and compares actuals against the financial model.

The problem — what the client was looking for

Most companies operate in the same trap: invoices arrive, go to accounting, get posted — and only after the month closes does the company find out what it spent. Data from the financial accounting system is designed for tax and reporting purposes, not for management. Chart-of-accounts codes are not cost centres. Journal entries are not project descriptions. From an accounting report you can infer that something cost money — but rarely why, where, and whether it should have.

The result is always the same. When a manager asks about the margin on a project, the costs of a specific machine, the budget status in a category — reconstruction begins. A call to accounting. Searching for invoices. Stitching a spreadsheet together. Several days of work. An approximate result. And the same again next month.

On top of that there is a structural problem most companies have never named explicitly: the absence of a procedure for annotating invoices. Everyone annotates an invoice differently. One person enters the project name, another uses an abbreviation, a third enters nothing. Without a standardised procedure, every invoice is a separate interpretation — and controlling is built on sand.

The solution — what Echo is

Echo is a real-time management accounting system. A tool and a procedure at the same time.

Building an application is not enough — you first have to answer the question of what information the company should capture from every invoice and why.

Origami Effect designs this procedure together with the client, drawing on analytical experience from evaluating businesses from an investment and financial perspective. The procedure is then locked into the system, which enforces it automatically — regardless of who confirms an invoice or when.

The operating principle is simple: an invoice arrives, Echo automatically parses its content, recognises the supplier and proposes assignment to cost categories based on the procedure and the history of previous decisions.

The person opens an Excel spreadsheet, sees the ready proposal and confirms it with a single click. Or corrects it. Whatever has been corrected once — Echo remembers. Everything else happens automatically.

Echo is not an accounting system. It operates in the layer that precedes accounting and answers entirely different questions: what does this expense mean for the company’s result right now, are costs within the plan, what will leave the account and when, where are the variances before they become a problem.

How Echo works — system architecture

Automatic invoice parsing. Echo identifies the supplier, invoice number, payment dates, line items and amounts without manual data entry. Each line item is routed to the correct cost centre in accordance with the procedure designed for the given organisation.

Categorisation and confirmation in Excel. The system proposes a category assignment. The user confirms or corrects it in an Excel spreadsheet — a tool they already know. This is not data entry. It is enforcing consistency.

Verification and control. Echo catches duplicates, missing assignments and budget overruns before an invoice moves further. Problems are visible at the moment when something can still be done about them.

Automatic payment orders. An approved invoice automatically generates a payment instruction with the supplier’s account number, amount, payment reference and due date. One approval decision. All transfers.

Cash flow forecast. Every invoice with a payment due date enters the payables calendar. Together with the financial model, Echo builds a real-time outflow forecast. Cash flow stops being a surprise.

Company picture update. Every confirmed invoice immediately updates cost statements, budget comparisons, fixed asset history and the Delta in the Performance vs Target report.

Management accounting vs financial accounting system — the key distinction

Echo does not replace the financial accounting system. It operates in the layer that precedes it.
The financial accounting system answers the question: was the invoice posted in accordance with regulations? Echo answers the questions a manager asks every day: how much does a given project, department, machine or supplier cost — and is that within the norm.

An invoice annotated by Echo reaches accounting already categorised and assigned. Zero questions for the person who described it. Zero context reconstruction. Complete documentation ready for journal entry.

Two-dimensional description of every invoice

Every invoice in Echo is described simultaneously for two purposes:

Management accounting — assignment to cost centre, department, project, category. Data ready for analysis before anyone asks. Distinction between direct and indirect costs. Allocation of shared costs according to a defined key.

Performance vs benchmark analysis — description structure aligned with the requirements of financial-operational models (Demeter, Artemis, Athena, Metis). Actual costs automatically compared against norms and forecasts calculated by the model. No additional work. No manual data joining.

Dashboards in Iris — the analytical environment

Echo feeds interactive dashboards in Iris. Each module answers a specific management question that previously required reconstruction:

• Payment status — paid, unpaid, overdue, split payment and due dates
• Monthly P&L — revenue, cost, result and margin cumulative with a breakdown by cost category
• Monthly Cash Flow — inflows and outflows in three views: base, Excel-style and waterfall
• Maintenance — drill-down — maintenance costs for each machine or component separately
• Fuel Costs — which vehicle, how much fuel, when and at what cost
  VAT calculations — output vs input VAT, monthly balance, effective rate
• OpEx — planned costs by category and subcategory monthly
• CapEx — history and structure of investments separated from operating costs
• Fixed Assets — fixed asset register with Forecast, Performance and Delta modes
• Performance vs Target — variance of actuals from plan for every OpEx and CapEx category

Every view updates with every confirmed invoice. There is no on-demand reporting here. There is a picture of the company that simply exists.

Integration with Clio

Echo and Clio solve two different problems and together create a complete picture of the organisation.

Echo captures knowledge the moment an invoice crosses the company’s threshold — a detailed, operational, day-accurate cost layer.

Clio takes that knowledge and distributes it further — management reports, department dashboards, budget vs actuals comparisons, KPI alerts, documents on SharePoint. Between them there are no exports or copy-paste. Data flows through a shared MongoDB database automatically.

Real-time alerts

Clio monitors data continuously and signals variances before they become a problem:

• Invoice past payment due date
• Budget overrun in a cost category
• Missing data or incomplete assignment
• Cost anomaly deviating from the historical pattern
• Projected liquidity threshold
• Actuals vs plan delta exceeding the defined limit
• Duplicate invoice

Alerts are delivered directly where the person is: Discord, WhatsApp, Slack, Microsoft Teams, email.

Output formats

Echo generates documents in formats matched to the recipient and purpose:

• Excel — detailed cost statements for controlling in a fixed format
• PDF — reports for archiving, distribution and auditing
• PowerPoint — management reports with company branding, ready to present
• SharePoint — automatic distribution to the appropriate folders
• JSON / AI Prompt — structured data export ready to pass to an AI model with precise numerical context: invoices, categories, periods, variances

Echo as a foundation for AI

Deploying an AI agent, copilot or RAG system always starts with the same question: what data should it work on? A company using Echo has that problem solved from day one.

Every invoice confirmed according to the procedure is structured, consistent, API-accessible information about the company’s costs. Instead of scattered files that no one can connect — a ready foundation for language models that can answer specific management questions with numbers, not generalities.

Industry variants with financial model data integration

Echo for agriculture (AgriTech)

Echo integrates with Demeter — an agricultural business simulator. Actual costs of feed, veterinary care, crop protection products and machinery are automatically compared against norms calculated by the model. Cost per litre of milk calculated from invoices — not from assumptions.

Echo for real estate

Echo integrates with Artemis — a system for managing a real estate investment throughout its entire lifecycle. Contractor invoices assigned to bottom-up cost estimate categories. DSCR monitored with every invoice.

Budget execution delta visible immediately. The Artemis model does not end up in a drawer — because Echo supplies the reality it needs.

Fixed asset register

Echo, together with financial model data, tracks every asset individually:

book value, depreciation, fuel costs, energy requirements, servicing and spare parts. For each machine or property component, for each year, broken down by month.

View available in three modes: Forecast, Performance and Delta. This is a fixed asset register that is not a dead table — it is a live statement connected to actual invoice execution and the financial model that specifies what things should cost.

OpEx and CapEx: Performance vs Target

For every cost category — monthly, annually or for the full period — Echo compares actual execution against the financial model and shows the Delta. It works for both operating costs and capital expenditure, with filtering by type, year and category.

A negative Delta shows where the plan was not met. A positive Delta shows where reality exceeded it. Visible immediately — without building a separate report, without waiting for the books to close.

Implementation results

• Cost data available on the day an invoice arrives — not after the month closes
• Controlling without involving accounting to supply management data
• Standardised invoice annotation procedure enforced automatically by the system
• Performance vs Target for every cost category in real time
• Automatic payment orders and cash flow forecast
• Fixed asset register connected to actual execution and the financial model
• Ready data foundation for AI agents and RAG systems from day one of deployment
• Zero retyping, zero exports, zero waiting

FAQ