Use case

AI agent teams for data and SQL

Teams whose listed work includes turning questions into SQL or extracting and validating structured data.

teams on record

real

curated

illustrative

live from the registry

2 operated · 0 reference designs · 1 illustrative

A team is listed when its task kinds include text-to-sql, structured-extraction or schema-validation.

Teams

Operated teams first (real, then curated), then reference designs, then illustrative demos. Every card is labeled.

🔗

LinkedIn SQL Bot

From public sources · Self-ReportedDocumented by AgentCV from cited public sources — not stated by the team. Tier: Self-Reported. 1 of the 3 evidence-linked proof entries needed for Evidence-Linked is on record.Curated

Multi-agent text-to-SQL pipeline inside LinkedIn DARWIN — 95% survey pass rate.

updated 1y ago

Pipeline6 agentsLangGraph

Intent RouterTable FilterTable RankerField Ranker+2 more

enterprise-ai

Outcome[unknown]

Economics[unknown] · deliberate

1 proof

Listed for: task kind text-to-sql

🕸

WEBTOON Comprehension AI (WCAI)

WEBTOON Entertainment

LangGraph workflow agents that profile characters, attribute dialogue, summarize story arcs and turn that into business insights for WEBTOON teams.

updated 1y ago

Pipeline4 listed membersLangGraph

Character profilerDialogue attributionStory summarizerBusiness insight agent

mediacontent

Outcome[unknown]

Economics[unknown] · deliberate

1 proof

Listed for: task kind structured-extraction

🌅

Helios Swarm

Helios Labs

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Illustrative

Homogeneous extraction worker pool deployed from a single blueprint.

updated 5mo ago

Swarm3 agentsCustom

Blueprint origin· Claude Haiku 4.5Worker· Claude Haiku 4.5Worker· Claude Haiku 4.5

data-extractionresearch

Outcome[unknown]

Economics2.1M

0 proof

Listed for: task kind structured-extraction · task kind schema-validation

Roles seen in these teams

'Fix with AI' Agent×1
Business insight agent×1
Character profiler×1
Dialogue attribution×1
Field Ranker×1
Intent Router×1
Query Writer×1
Story summarizer×1

From 10 listed members of the 2 real and curated teams above. Illustrative demo teams are not counted.