Operations Intelligence
Orders, output, throughput and recorded downtime in one view.
- Production status and work orders
- Throughput and bottlenecks
- Recorded downtime
- Delivery performance
One tested foundation under every build
We don't rebuild the basics for every client. Each Avenvero project starts from the same engineered foundation, then gets configured to your systems, KPIs and people. Faster delivery, fewer surprises, and your ERP stays where it is.
Sample Engineering Co.
Sample dataOperations
Plant 1 · all cells
- On-time in full
- 91.4%+2.1 pts
- Parts today
- 1,284+7%
- Recorded downtime
- 3.2 h+0.8 h
- Open work orders
- 47−3
Output vs plan
1,284parts · Today+24 vs plan
Machines
- DMG 5-axisCell 1 · WO-2481786%
- Mazak QTNCell 2 · WO-2482291%
- Okuma LB3000Cell 3 · WO-2480964%
- Haas VF-4Cell 4 · WO-2479012%
Work orders in progress
| Order | Part | Status | Progress |
|---|---|---|---|
| WO-24817 | Hydraulic manifold | Running | 142/240 |
| WO-24809 | Pump housing | Behind | 61/180 |
| WO-24822 | Flange, SS316 | Running | 368/400 |
| WO-24790 | Gearbox plate | Down | 22/90 |
Needs attention
- Haas VF-4 down 42 minSpindle alarm · WO-24790 due today
- Bearing 6204 out of stockBlocks WO-24831 · PO-7790 is late
- Nightly reconciliation passed0 differences across 4 sources
Example: the Intelligence Portal we deploy for clients. All figures shown are sample data.
Where most engagements start
A first build usually connects one read-only source to one of these. Later work reuses the same foundation, so each project costs less than the last.
Job Profitability Intelligence
Estimated vs actual job cost, margins and variance.
- Quoted vs actual cost
- Materials and labour
- Variances by job
- Gross margin, where cost data is reliable
Inventory & Purchasing Intelligence
Stock, shortages and purchasing visibility.
- Stock position
- Material availability
- Reorder visibility
- Purchasing status and exceptions
Build once. Configure for each client.
Client-specific work is mostly configuration, adapters, mappings and approved KPIs. The default stack is SQL Server or PostgreSQL, Python/FastAPI and React. A cloud data warehouse is used only where it is justified, and Power BI is not a standard deliverable.
Your existing systems
ERP · SQL Server / PostgreSQL · production records · approved spreadsheet and CSV exports · supported APIs
Reusable data foundation
Python source adapters, read-only by default. Canonical manufacturing SQL models for production orders, jobs, labour and time, inventory transactions, costs and reference data. Scheduled ingestion, reconciliation, validation and logging.
Selectable modules
Operations · Job profitability · Inventory & purchasing. Deploy only what you need.
One Intelligence Portal
A React front end with shared sign-in, role-based access, navigation and components.
Security and ownership, by default
How the platform connects to your systems, and what you hold when the installation is handed over.
- Read-only adapters
- Sources are read, never written to. Write-back is only ever a separately scoped project.
- Secure foundation
- Secrets handling, role-based access, auditability and backups are part of every installation.
- Documented deployment
- Mappings, schedules and deployment are documented for your team.
- Client-owned infrastructure
- Preferred by default, for a clean handover and no lock-in.
What we build
- Data, dashboards and portals over your existing systems
- Integrations and targeted workflow automation
- Projects with written scope and acceptance criteria
- Documented handovers your team can run
What we don't do
- An ERP or MES replacement
- A Power BI report factory
- Generic IT support
- Unlimited bespoke development
Have a problem worth building software for?
Start with a free 20–30 minute discovery call with the engineer who would build it. If there's no project worth doing, we'll tell you.
On the call
- The problem that costs your operation most
- Your ERP, databases and spreadsheets
- Whether a fixed-fee audit makes sense
- A straight answer, even if it is no