Exposures do not respect organizational charts.
An FX movement becomes a payment-timing problem in treasury, a margin problem in operations and a covenant question for the board. Enterprise risk needs one inference layer that follows the exposure across all three.
Use cases
Where exposure crosses business units, and how the stack holds.
One fold per pain: what breaks, how Grand Thera's decision-grade AI stack resolves it, and an interactive figure to explore.
01 / 04
The pain
One FX move becomes three different problems.
Treasury sees payment timing, operations sees margin and the board sees covenants, each in a different system.
How Grand Thera solves it
One inference layer follows the exposure across all three and maps it to a single financial baseline.
One exposure, one owner, one number.
Interactive figure · demonstration data
02 / 04
The pain
Counterparty risk is reviewed annually.
Credit quality of customers, suppliers and banks changes between reviews.
How Grand Thera solves it
AIT Agents monitor counterparty signals continuously against limits defined by the board.
Concentration and credit drift flagged before they breach.
Interactive figure · demonstration data
AIT Agents
The agents that address these problems.
Choose an agent to see what it watches and what it brings to a decision. If yours is not here, we build it.
03 / 04
The pain
Shocks propagate faster than escalation.
An energy shock reaches production cost, then margin, then liquidity, while each team waits for the next report.
How Grand Thera solves it
The propagation graph shows where a shock goes next and contains it at the operations tier, before it reaches the P&L.
Shocks contained before they become financial events.
Interactive figure · demonstration data
04 / 04
The pain
The board defines appetite. Nobody enforces it.
Risk appetite statements are approved once a year and forgotten until the next breach.
How Grand Thera solves it
The board's thresholds become live constraints that AIT Agents track, with every deviation measured against the baseline.
Governance that operates every day, not once a year.
Interactive figure · demonstration data
Propagation
Follow the exposure, not the org chart.
Command Center
An FX corridor approaching tolerance.
Payment timing and currency volatility push a corridor toward a treasury tolerance limit. The signal carries a recommendation, impact, exposure, confidence and an accountable owner.
Coverage
Exposures in one place.
FX and rates
Currency and interest-rate exposure across operations and treasury.
Counterparty
Concentration and deterioration across customers, suppliers and financial counterparties.
Liquidity
Working capital and funding stress traced to its sources.
Operational dependencies
Single points of failure and their financial consequence.