The engineering backbone powering the ƒXYZ Knowledge Graph: Neo4j algorithms, Solana integration, privacy-preserving computation, and real-time data pipelines.
Advanced graph database capabilities with temporal queries, spatial relationships, and sophisticated algorithms for financial network analysis.
Query graph state at any point in time using PoH timestamps
MATCH (m:Member)-[r:VALIDATES]->(t:Transaction)
WHERE r.timestamp >= datetime('2024-01-01')
AND r.pohSlot > 123456789
RETURN m, r, t
ORDER BY r.pohSlot DESCGeographic and network proximity calculations
MATCH (m1:Member)-[:LOCATED_IN]->(c1:Country),
(m2:Member)-[:LOCATED_IN]->(c2:Country)
WHERE distance(c1.coordinates, c2.coordinates) < 1000
RETURN m1, m2, distance(c1.coordinates, c2.coordinates) as kmShortest path, community detection, and centrality measures
CALL gds.shortestPath.dijkstra.stream('arbitrage-graph', {
sourceNode: id(startCurrency),
targetNode: id(endCurrency),
relationshipWeightProperty: 'exchangeRate'
})
YIELD sourceNode, targetNode, path, totalCostCBDC announcements, monetary policy, interest rates
Exchange rates, liquidity, trading volumes
Liquidity pools, yield rates, governance proposals
Informal market rates, regional variations
Find profitable currency exchange cycles
MATCH p = (c1:Currency)-[r1:EXCHANGE_RATE]->(c2:Currency)
-[r2:EXCHANGE_RATE]->(c3:Currency)
-[r3:EXCHANGE_RATE]->(c1)
WHERE r1.rate * r2.rate * r3.rate > 1.001
RETURN p, (r1.rate * r2.rate * r3.rate) as profit
ORDER BY profit DESC
LIMIT 10Calculate member reputation through peer endorsements
MATCH (m:Member)-[e:ENDORSES]->(target:Member)
WITH target,
sum(e.weight * m.reputation) as weighted_endorsements,
count(e) as endorsement_count
SET target.reputation = weighted_endorsements / endorsement_count
RETURN target.name, target.reputation
ORDER BY target.reputation DESCOptimal routing for large token transfers
CALL gds.shortestPath.yens.stream('liquidity-graph', {
sourceNode: id(fromToken),
targetNode: id(toToken),
k: 5,
relationshipWeightProperty: 'liquidityDepth'
})
YIELD path, totalCost
RETURN path, totalCost
ORDER BY totalCost ASCOur technology stack is battle-tested in production, handling millions of financial transactions with cryptographic privacy and real-time performance guarantees.
Building the future of decentralized finance and governance