Public decisions that withstand scrutiny.
Fiscal, infrastructure and social-program decisions are mission-critical by definition: errors are paid by citizens. Grand Thera deploys its decision-grade AI stack inside public infrastructure, so every decision carries its evidence, its uncertainty and its trail.
Use cases
Where public decisions break, 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
Fiscal decisions are made on last year's numbers.
Revenue, debt service and mandatory spending move with the economy, but budgets are revised on annual cycles.
How Grand Thera solves it
TheraOS consolidates fiscal, economic and treasury data; scenario engines project revenue and debt paths with calibrated uncertainty.
Fiscal risk visible while there is still room to act.
Interactive figure · demonstration data
02 / 04
The pain
Public programs are evaluated after the money is spent.
Health, education and social programs generate data across agencies that rarely meet.
How Grand Thera solves it
Program data is reconciled into one context environment; AIT Agents track outcomes against targets and flag drift early.
Course corrections during the program, not after it.
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
Infrastructure and climate risks compound across sectors.
Energy, water, logistics and disaster exposure interact, but are planned in separate ministries.
How Grand Thera solves it
Propagation models show how a shock in one system reaches others, with the financial consequence for the public balance sheet.
Cross-sector exposure understood before the crisis.
Interactive figure · demonstration data
04 / 04
The pain
Public decisions must withstand scrutiny.
Auditors, courts and citizens ask why a decision was taken and on what evidence.
How Grand Thera solves it
Every inference carries its sources, assumptions, uncertainty and approvals as an auditable artifact, deployed inside government infrastructure.
Transparent, defensible public decisions.
Interactive figure · demonstration data
Designed for the public sector
Sovereign, auditable, accountable.
- 01
Sovereign deployment
Deployed inside public infrastructure, with no external data access.
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Auditable by design
Sources, assumptions, uncertainty and approvals recorded for every decision.
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LGPD and data protection
Privacy-by-design and proportionality for citizen data.
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Human accountability
The system proposes; accountable officials decide, with the evidence in front of them.