Character.AI
Real-time search
Daily updates delayed new content. A unified database now runs twice-daily refreshes with zero downtime.
- Search index update cycle cut by 50%
- Zero downtime during search index updates
Brands struggled to catch fleeting trends. Now, AI search digests tens of millions of daily data points for millisecond results.
A real-time marketing intelligence platform helps brands drive results across YouTube, TikTok, and Connected TV by processing tens of millions of data points daily.
Marketing trends emerge and fade instantly on social platforms, requiring brands to react in real-time rather than following in the wake of events....
“Our competitive advantage is that we unite information, analysis, and activation into a single, seamless service. The keys to our success are volume and speed: more data processed at near real-time speeds.”
Real-time marketing intelligence and media buying platform.
Search AI platform for enterprise search, observability, and security solutions.
Sightly's Cultural trend analysis is part of this use case:
Related implementations across industries and use cases
Daily updates delayed new content. A unified database now runs twice-daily refreshes with zero downtime.
Processing test batches dragged for 30 hours. Vertex AI now runs the pipeline 23x faster, querying billions of nature images in seconds.
Writes and queries fought for the same nodes—safety latency spiked when uploads surged. Milvus separates them, stable at 10B+ vectors.
Daily updates delayed new content. A unified database now runs twice-daily refreshes with zero downtime.
Researching millions of articles took 30 minutes. An AI tool now retrieves facts, summaries, and angles in seconds.
The CPO sourced every candidate by hand, plus a full team. AI now builds targeted pipelines in 24 hours—she runs it solo.
Asset ledgers across three tools were unreachable by the AI helpdesk. One migration consolidated them — now employees self-serve through AI.
Tournaments running simultaneously meant an hour of manual checks each. AI agents now run them in minutes, freeing the team to be proactive.
Large AI training jobs meant fighting for preemptible slots or leaving campus. Marlowe gave any lab guaranteed multi-node access on demand.
Brands struggled to catch fleeting trends. Now, AI search digests tens of millions of daily data points for millisecond results.
A real-time marketing intelligence platform helps brands drive results across YouTube, TikTok, and Connected TV by processing tens of millions of data points daily.
Marketing trends emerge and fade instantly on social platforms, requiring brands to react in real-time rather than following in the wake of events....
“Our competitive advantage is that we unite information, analysis, and activation into a single, seamless service. The keys to our success are volume and speed: more data processed at near real-time speeds.”
Real-time marketing intelligence and media buying platform.
Search AI platform for enterprise search, observability, and security solutions.
Sightly's Cultural trend analysis is part of this use case:
Related implementations across industries and use cases
Daily updates delayed new content. A unified database now runs twice-daily refreshes with zero downtime.
Processing test batches dragged for 30 hours. Vertex AI now runs the pipeline 23x faster, querying billions of nature images in seconds.
Writes and queries fought for the same nodes—safety latency spiked when uploads surged. Milvus separates them, stable at 10B+ vectors.
Daily updates delayed new content. A unified database now runs twice-daily refreshes with zero downtime.
Researching millions of articles took 30 minutes. An AI tool now retrieves facts, summaries, and angles in seconds.
The CPO sourced every candidate by hand, plus a full team. AI now builds targeted pipelines in 24 hours—she runs it solo.
Asset ledgers across three tools were unreachable by the AI helpdesk. One migration consolidated them — now employees self-serve through AI.
Tournaments running simultaneously meant an hour of manual checks each. AI agents now run them in minutes, freeing the team to be proactive.
Large AI training jobs meant fighting for preemptible slots or leaving campus. Marlowe gave any lab guaranteed multi-node access on demand.