01 / Platform operations
Operation Center
Account state, controls, activity, and the market view together in one operating workspace.
Controlled ReleaseAI integrated
Your trading stack. Connected end to end.
Market data, connected services, execution, risk controls, and monitoring—with AI integrated and a dashboard to manage it all.
One connected operation
Data & services Execution & controls Infrastructure & monitoring AI integrated
The Entire Trading Stack
Data & Processing
Connect market-data collection, processing, and storage into a consistent foundation for your operation.
Connected Services
Bring research, testing, and trading workflows together through services built to work with each other.
AI-Integrated Platform
AI integrated into a broader trading platform, alongside the infrastructure and tools your operation needs.
Operational Dashboard
See market activity, accounts, orders, positions, and service status through a connected dashboard.
Execution & Risk Controls
Track orders and positions, configure risk settings, and manage operations with halt, cancel, and flatten controls.
Infrastructure & Monitoring
Service wiring, databases, deployment, and monitoring—engineered as parts of the same trading system.
How We Work
A focused project, a connected stack, or ongoing engineering. Scope and pricing are agreed around your requirements.
Discovery
Map the scope
Start with your workflow, current tools, and the gaps between them.
Discuss your requirements- Workflow & requirements review
- Integration assessment
- Architecture & deployment scope
- Validation criteria
- Project proposal
Focused pilot
Pilot & Implementation
Connect the stack
Build a focused implementation around a clearly defined trading workflow.
Discuss a pilot- Agreed data & service connections
- Execution & risk configuration
- Operational dashboard
- Testing & validation milestones
- Documented handover
Deployment & Support
Operate & evolve
Plan the infrastructure and ongoing engineering your operation needs.
Discuss your deployment- Environment & deployment setup
- Monitoring & operational checks
- Runbooks & incident procedures
- Agreed maintenance scope
- Future integration planning
Frequently Asked Questions
What to know about the platform, project scope, and controlled release.
Who is FinRAG for?
Trading teams, businesses, and professional traders who need a connected trading stack and the engineering to implement it.
What does the platform connect?
Market data, processing, testing, execution, risk controls, dashboards, and infrastructure. AI is integrated into the platform.
Which integrations are supported?
Our initial focus is futures workflows connected through NinjaTrader. We confirm compatibility and any additional integration work during discovery.
How are projects priced?
Projects are scoped around your requirements, integrations, deployment, and support needs. We agree on deliverables and pricing before implementation.
Is FinRAG live-proven?
FinRAG is in controlled release, with limited live validation. Backtests and forward tests do not establish live profitability. Each pilot needs its own validation and operating limits.
Can I see the stack in action?
You can inquire about a platform walkthrough. We are also preparing 100 Sessions of FinRAG: RTH streams, recaps, and build notes. Channel links and the schedule are coming soon.
See the Stack in Action
A closer look at the operating interfaces behind FinRAG. Open either screenshot to explore the details, or play a short Operation Center demo.
View full image
02 / Execution operations
Trading Operator
Broker-connected account oversight, orders, and reconciliation across the execution workflow.
03 / Product walkthrough
Operation Center in motion
See account activity, open positions, and the market chart together in a 12-second look inside the Operation Center.
Downloads only when you press play.
Coming to our channels
Follow the build, session by session
Live sessions, platform walkthroughs, and build notes are in preparation. The first stream schedule is coming soon.
1
100 Sessions of FinRAG
YouTube + Kick · Planned
One hundred RTH sessions following the whole operation. The quiet days, interruptions, and lessons stay in the story.
I
Inside the Dashboard
Platform walkthroughs · Planned
From market view to operational controls. Follow a complete workflow and see how the parts connect.
O
One Strange Minute
Short clips · Planned
One unexpected moment from a session. What happened, what the system showed, and what we learned.
T
The Session Receipt
Session recaps · Planned
A dated record of the session: environment, observations, interruptions, and what needs another look.
B
Behind the Build
Instagram + LinkedIn · Planned
Small, concrete updates from building FinRAG. A problem, the evidence, and the change it led to.
T
The Next Session
Build notes · Planned
What changed since the last stream? Follow the fixes and open questions into the next trading day.
1
100 Sessions of FinRAG
YouTube + Kick · Planned
One hundred RTH sessions following the whole operation. The quiet days, interruptions, and lessons stay in the story.
I
Inside the Dashboard
Platform walkthroughs · Planned
From market view to operational controls. Follow a complete workflow and see how the parts connect.
O
One Strange Minute
Short clips · Planned
One unexpected moment from a session. What happened, what the system showed, and what we learned.
T
The Session Receipt
Session recaps · Planned
A dated record of the session: environment, observations, interruptions, and what needs another look.
B
Behind the Build
Instagram + LinkedIn · Planned
Small, concrete updates from building FinRAG. A problem, the evidence, and the change it led to.
T
The Next Session
Build notes · Planned
What changed since the last stream? Follow the fixes and open questions into the next trading day.
1
100 Sessions of FinRAG
YouTube + Kick · Planned
One hundred RTH sessions following the whole operation. The quiet days, interruptions, and lessons stay in the story.
I
Inside the Dashboard
Platform walkthroughs · Planned
From market view to operational controls. Follow a complete workflow and see how the parts connect.
O
One Strange Minute
Short clips · Planned
One unexpected moment from a session. What happened, what the system showed, and what we learned.
T
The Session Receipt
Session recaps · Planned
A dated record of the session: environment, observations, interruptions, and what needs another look.
B
Behind the Build
Instagram + LinkedIn · Planned
Small, concrete updates from building FinRAG. A problem, the evidence, and the change it led to.
T
The Next Session
Build notes · Planned
What changed since the last stream? Follow the fixes and open questions into the next trading day.
1
100 Sessions of FinRAG
YouTube + Kick · Planned
One hundred RTH sessions following the whole operation. The quiet days, interruptions, and lessons stay in the story.
I
Inside the Dashboard
Platform walkthroughs · Planned
From market view to operational controls. Follow a complete workflow and see how the parts connect.
O
One Strange Minute
Short clips · Planned
One unexpected moment from a session. What happened, what the system showed, and what we learned.
T
The Session Receipt
Session recaps · Planned
A dated record of the session: environment, observations, interruptions, and what needs another look.
B
Behind the Build
Instagram + LinkedIn · Planned
Small, concrete updates from building FinRAG. A problem, the evidence, and the change it led to.
T
The Next Session
Build notes · Planned
What changed since the last stream? Follow the fixes and open questions into the next trading day.
1
100 Sessions of FinRAG
YouTube + Kick · Planned
One hundred RTH sessions following the whole operation. The quiet days, interruptions, and lessons stay in the story.
I
Inside the Dashboard
Platform walkthroughs · Planned
From market view to operational controls. Follow a complete workflow and see how the parts connect.
O
One Strange Minute
Short clips · Planned
One unexpected moment from a session. What happened, what the system showed, and what we learned.
T
The Session Receipt
Session recaps · Planned
A dated record of the session: environment, observations, interruptions, and what needs another look.
B
Behind the Build
Instagram + LinkedIn · Planned
Small, concrete updates from building FinRAG. A problem, the evidence, and the change it led to.
T
The Next Session
Build notes · Planned
What changed since the last stream? Follow the fixes and open questions into the next trading day.
1
100 Sessions of FinRAG
YouTube + Kick · Planned
One hundred RTH sessions following the whole operation. The quiet days, interruptions, and lessons stay in the story.
I
Inside the Dashboard
Platform walkthroughs · Planned
From market view to operational controls. Follow a complete workflow and see how the parts connect.
O
One Strange Minute
Short clips · Planned
One unexpected moment from a session. What happened, what the system showed, and what we learned.
T
The Session Receipt
Session recaps · Planned
A dated record of the session: environment, observations, interruptions, and what needs another look.
B
Behind the Build
Instagram + LinkedIn · Planned
Small, concrete updates from building FinRAG. A problem, the evidence, and the change it led to.
T
The Next Session
Build notes · Planned
What changed since the last stream? Follow the fixes and open questions into the next trading day.
1
100 Sessions of FinRAG
YouTube + Kick · Planned
One hundred RTH sessions following the whole operation. The quiet days, interruptions, and lessons stay in the story.
I
Inside the Dashboard
Platform walkthroughs · Planned
From market view to operational controls. Follow a complete workflow and see how the parts connect.
O
One Strange Minute
Short clips · Planned
One unexpected moment from a session. What happened, what the system showed, and what we learned.
T
The Session Receipt
Session recaps · Planned
A dated record of the session: environment, observations, interruptions, and what needs another look.
B
Behind the Build
Instagram + LinkedIn · Planned
Small, concrete updates from building FinRAG. A problem, the evidence, and the change it led to.
T
The Next Session
Build notes · Planned
What changed since the last stream? Follow the fixes and open questions into the next trading day.
1
100 Sessions of FinRAG
YouTube + Kick · Planned
One hundred RTH sessions following the whole operation. The quiet days, interruptions, and lessons stay in the story.
I
Inside the Dashboard
Platform walkthroughs · Planned
From market view to operational controls. Follow a complete workflow and see how the parts connect.
O
One Strange Minute
Short clips · Planned
One unexpected moment from a session. What happened, what the system showed, and what we learned.
T
The Session Receipt
Session recaps · Planned
A dated record of the session: environment, observations, interruptions, and what needs another look.
B
Behind the Build
Instagram + LinkedIn · Planned
Small, concrete updates from building FinRAG. A problem, the evidence, and the change it led to.
T
The Next Session
Build notes · Planned
What changed since the last stream? Follow the fixes and open questions into the next trading day.
Build Your Connected Trading Operation
Tell us what you need to connect, operate, or build. We can start with your workflow and define a practical project scope.