Trace a country
Reconstruct policy priorities, capabilities, programmes, financing, implementation and outcomes as one public evidence chain.
Work Alpha can take
Start with a decision question, not a dashboard view.
Trace capital
Separate direct AMR funding from AMR-relevant laboratory, surveillance, health-security or One Health investment.
Assess a portfolio
Compare programmes and countries with the same evidence definitions, without turning traceability into performance ranking.
Prepare a review pack
Produce a country brief, funding map, evidence ledger, source/claim matrix or executive briefing for human review.
Example prompts
Concrete AMR work, phrased as questions.
CountryWhere does Sri Lanka's public AMR evidence chain become incomplete?
CapitalWhich World Bank or donor-funded projects are directly attributable to AMR, and which are only AMR-enabling?
PortfolioWhere does a multi-country AMR portfolio have evidence gaps before the next funding decision?
ExecutionWhich commitments can be connected to components, procurement, delivery evidence or outputs?
Evidence discipline
What Alpha is allowed to say.
Supported claims
Verified
The source directly supports the claim within the stated scope.
Partial
Evidence exists, but the relationship is incomplete or not independently established.
Unknown
Public evidence is insufficient. The result remains unknown instead of being filled with an assumption.
Boundaries
Alpha can surface opportunity, but opportunity never overrides evidence. A useful signal cannot become a stronger public claim because it would be commercially convenient. Agent outputs remain proposals until reviewed.
Human publication gate: no public release without explicit approval.
Output formats
Decision-ready work that still shows where proof stops.
Country evidence brief
Funding and additionality map
Programme transition map
Portfolio evidence pack
Evidence ledger
Source / claim matrix