Expertise
Six fields in which a working system has been delivered, with the systems that evidence each.
01Stack coverage
| Expertise | Applications | Platforms | Backends & AI | Hardware & firmware |
|---|---|---|---|---|
| Industrial control & automation | availableOperator panel | not available | availableSCADA server | availablePhoenix firmware |
| Building management & smart home | available3D dashboard | not available | availableARG BMS | available47 field devices |
| Algorithmic trading | availableTrading dashboard | availableStrategy engine | availableARG Trade AI | not available |
| AI & data | not available | availableARG Operator | availableEKOS | not available |
| Enterprise & application software | availableWeb and mobile clients | availableNovexa service | availableARG Automation | not available |
| Infrastructure & operations | not available | availableServers and monitoring | availableDeployment | not available |
02Systems that evidence it
| Industrial control & automation16 | |
|---|---|
| Building management & smart home21 | |
| Algorithmic trading4 | |
| AI & data6 | |
| Enterprise & application software9 | |
| Infrastructure & operations4 |
ARG BMS — Building Management and SCADA CorePhoenix Controllers — the PLC-Class LineField Devices and the Device Firmware LibraryARG Platforms — Vertical Editions of the BMS ConsoleEnterprise and Organisational SoftwareConsumer Applications and Voice AssistantAI Software Generation and Agent RuntimesAlgorithmic Trading Platforms
01
16delivered membersIndustrial control & automation
Control systems for buildings and industrial plant: every point on one operator console, and automation that stays on the controller so the site keeps running on its own.
Stack coverage
- ApplicationsOperator panel
- Platformsnothing delivered at this layer
- Backends & AISCADA server
- Hardware & firmwarePhoenix firmware
Capabilities
- One server and one console for a whole building
- Speaks the control protocols a building already contains
- Control that keeps running through a network outage
- Energy metering with tariffs and consumption reports
- Built for boiler rooms, air handling and production lines
Systems that evidence it
- ARG BMS — Building Management and SCADA CoreARG BMS Core Server
- Phoenix Controllers — the PLC-Class LineARG Phoenix TinyARG Phoenix MicroARG Phoenix PlatformARG Battery ManagerPhoenix SCADAArgPhoenix Tiny — central hubArgPhoenix Micro — software PLCArgSPLC — multi-relay PLCI/O modulesIndustrial automationHVACBoiler room
- Field Devices and the Device Firmware LibraryARG Device Firmware LibrarySensors & weather stationGateways & bridges
Built with
C++ and CESP32, STM32, AVRPlatformIO and ArduinoModbus RTU/TCP, RS485, MySensors, KNXNextion HMI and TFT displays02
21delivered membersBuilding management & smart home
A building-management system that runs plant, lighting, energy, access control and alarms from one console: it speaks the protocols a building already contains, and ARG's own 47 field devices form the layer beneath it.
Stack coverage
- Applications3D dashboard
- Platformsnothing delivered at this layer
- Backends & AIARG BMS
- Hardware & firmware47 field devices
Capabilities
- Plant, lighting, energy and security on one console
- Speaks the protocols a building already contains
- Keeps the building running when the network is down
- Energy metered against tariffs, with consumption reports
- 47 field devices, from thermostats to door access
Systems that evidence it
- ARG BMS — Building Management and SCADA CoreARG BMS Core ServerARG BMS ConsoleBuilding managementSmart hotel
- Phoenix Controllers — the PLC-Class LineARG Phoenix TinyArgPhoenix Tiny — central hubSmart home
- Field Devices and the Device Firmware LibraryARG Device Firmware LibraryARG thermostatsActuators — relay, dimmer, curtainSensors & weather stationAccess control & video intercomGateways & bridgesTouch panels & control displaysVideo intercomLivestock & poultry
- ARG Platforms — Vertical Editions of the BMS ConsoleARG IoTARG DCIMARG AgroInternet of thingsGreenhouse & agriculture
Built with
JavaSpring BootC++ and CESP32, STM32, AVRModbus RTU/TCP, RS485, MySensors, KNXReact and ViteReact NativeThree.js and CesiumPostgreSQL, SQL Server, Redis03
4delivered membersAlgorithmic trading
Automated trading for gold and four currency pairs: positions sized to account risk with stop and target set, and strategies backtested on real ticks with commission and slippage.
Stack coverage
- ApplicationsTrading dashboard
- PlatformsStrategy engine
- Backends & AIARG Trade AI
- Hardware & firmwarenothing delivered at this layer
Capabilities
- Market regime read before a strategy is chosen
- Each position sized to account risk, with stop and target
- Stop moved with the trade after the position is open
- Trading stops for the day at its profit-and-loss limit
- Subscription and device licensing in seven languages
Systems that evidence it
- Algorithmic Trading PlatformsARG Trade AIARG Trade AI FXARG Trade FX PortalARG Crypto Intelligence
Built with
MQL5Real-tick backtestingPythonFastAPIXGBoost and LightGBMPostgreSQL, SQL Server, Redis04
6delivered membersAI & data
Answers questions about an organisation's own documents and systems with the source cited, reports where a system no longer matches its record, and delivers software only once it passes checks.
Stack coverage
- Applicationsnothing delivered at this layer
- PlatformsARG Operator
- Backends & AIEKOS
- Hardware & firmwarenothing delivered at this layer
Capabilities
- Plain-language questions answered with the source cited
- Reports when a system drifts from what it should run
- An inventory of servers and systems, and what depends on what
- Applications built from a description, checked before delivery
- Spoken requests in Persian, carried out inside ARG itself
Systems that evidence it
- Enterprise and Organisational SoftwareEKOS
- Consumer Applications and Voice AssistantARG_Jarvis
- AI Software Generation and Agent RuntimesAppetoARG Operator
- Algorithmic Trading PlatformsARG Trade AIARG Trade AI FX
Built with
PythonVector search and RAGLLM-backed systemsXGBoost and LightGBMFastAPI05
9delivered membersEnterprise & application software
Business and consumer software that runs an organisation rather than its machines: an ERP in service at its own maker, a Persian super-application with a wallet, and the portals its products are sold through.
Stack coverage
- ApplicationsWeb and mobile clients
- PlatformsNovexa service
- Backends & AIARG Automation
- Hardware & firmwarenothing delivered at this layer
Capabilities
- Runs a manufacturer's business, bill of materials to ledger
- Ask your own documents a question, get a cited answer
- Reports where a server's software no longer matches its record
- One login and one wallet across several services
- Payment verified on chain, without a payment gateway
Systems that evidence it
- Enterprise and Organisational SoftwareARG AutomationEKOSBehsa
- Consumer Applications and Voice AssistantNovexaARGAMARG_JarvisARG_WebRTC
- AI Software Generation and Agent RuntimesAppeto
- Algorithmic Trading PlatformsARG Trade FX Portal
Built with
TypeScriptNext.jsReact and ViteReact NativeFastAPISQL and PL/pgSQLPostgreSQL, SQL Server, Redis06
4delivered membersInfrastructure & operations
Production systems are updated the same way every time, with backups checked daily and faults raising an alarm; server-room and battery monitoring are built, not yet deployed.
Stack coverage
- Applicationsnothing delivered at this layer
- PlatformsServers and monitoring
- Backends & AIDeployment
- Hardware & firmwarenothing delivered at this layer
Capabilities
- Updates installed the same way every time, not by hand
- Daily backups verified, not merely scheduled
- Faults raise an alarm instead of passing unnoticed
- Server-room heat, leak and access alarms, built not deployed
- Cell-level battery and UPS monitoring, built not deployed
Systems that evidence it
- Phoenix Controllers — the PLC-Class LineARG Battery Manager
- ARG Platforms — Vertical Editions of the BMS ConsoleARG DCIMData centre & server room
- AI Software Generation and Agent RuntimesARG Operator
Built with
Windows Server and IISUbuntu, nginx, systemdDocker and versioned deploymentPowerShell and BashPython