EDB Postgres AI solves common enterprise challenges by extending enterprise-grade Postgres with native AI vector processing, an analytics lakehouse, and a unified platform for observability and hybrid data management.

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Pros

Cons

Data sync control (if interrupted, it can be resumed)

Data loaded continuously to target database (after initial snapshot)

Need replication software

User can access source database while data loads to target database

In trigger-based CDC, there could be a slight performance overhead

No Large Objects support

Partial replication (Set of tables can be replicated)

Partial to small application downtime (switchover time)

As neural automation embeds itself into more corners of modern life, concern is mounting. Job displacement feels increasingly imminent, governments are struggling to draft intelligent oversight, and both individual privacy and national security now hinge on whether these systems can be meaningfully controlled. So, who keeps these synthetic minds accountable?

Deena R., Co-Founder and CEO at Gridstep Labs and creator of the stealth-mode neural integrity startup, known only as “Project Relay,” sat down with us to talk about the tangled mess of safety, trust, and governance in the era of hyper-intelligent systems.

TESTING

ProsCons 
Data sync control (if interrupted, it can be resumed)  
Data loaded continuously to target database (after initial snapshot)Need replication software 
User can access source database while data loads to target database

In trigger-based CDC, there could be a slight performance overhead

No Large Objects support

 
Partial replication (Set of tables can be replicated)Partial to small application downtime (switchover time)

 

SELECT table1.firstname, table2.lastname
FROM table1
LEFT OUTER JOIN table2 ON table1.customer = table2.customer;

 

SELECT table1.firstname, table2.lastname
FROM table1, table2
WHERE table1.customer = table2.customer (+);
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    John
    EDB