{"collectionById":{"f5753d1a-255b-4998-ad33-bc822d10514b":{"id":"f5753d1a-255b-4998-ad33-bc822d10514b","name":"Case Studies","fieldSchemas":[{"id":"2aeea09f-46e4-4234-bfd1-736953e4605c","name":"Slug","type":"slug","role":"slug"},{"id":"c2158d92-80c4-4a3d-9e69-1ee7d71063a8","name":"Title","type":"plain_text","role":"primary"},{"id":"3d61cc60-2f41-4067-8df9-fb9dfc415037","name":"Sub Title","type":"plain_text"},{"id":"0a63c280-e0c6-4dfc-867f-8603a3284908","name":"Image","type":"image"},{"id":"48156f1c-2a5d-4c16-a2a5-5f141650af12","name":"The Results","type":"rich_text"},{"id":"b98a352b-5a9b-4de9-8543-9a96bd4ed0aa","name":"The Client: SubTitle","type":"plain_text"},{"id":"c639446e-af03-4c89-991e-8dd61d1b4e14","name":"The Challenge","type":"rich_text"},{"id":"acc54212-e2aa-4ef9-a06d-8e79c1649b6a","name":"The Client","type":"rich_text"},{"id":"30c323e4-a27f-4b59-b92c-09c78902fd52","name":"The Solution","type":"rich_text"},{"id":"80c99dd7-9643-4510-a5bd-7a04bd52cad0","name":"Date Published","type":"date"},{"id":"4eb0d330-dc6b-46f6-a05d-6e0d4c15363f","name":"The Results: Sub Title","type":"plain_text"},{"id":"6796c417-9397-4852-8d63-36b8ba9fd483","name":"The Challenge: Sub Title","type":"plain_text"},{"id":"b9d4afeb-0ecf-4b31-8aaf-45fa2c926a04","name":"The Solution: Sub Title","type":"plain_text"}],"itemById":{"701a7e46-d323-4346-99af-8d8cb41be47c":{"id":"701a7e46-d323-4346-99af-8d8cb41be47c","index":"!x","collectionId":"f5753d1a-255b-4998-ad33-bc822d10514b","fields":[{"id":"daaa6eb6-5c4b-4a59-96fc-f7baf2f89ff4","value":"95% Noise Reduction","itemId":"701a7e46-d323-4346-99af-8d8cb41be47c","fieldSchemaId":"4eb0d330-dc6b-46f6-a05d-6e0d4c15363f"},{"id":"c22055da-1780-43ff-bce2-4e63ff5bf749","value":"Intelligent Overlay (No Migration)","itemId":"701a7e46-d323-4346-99af-8d8cb41be47c","fieldSchemaId":"b9d4afeb-0ecf-4b31-8aaf-45fa2c926a04"},{"id":"3222dab5-4cf3-44f5-9aae-4c0adff93396","value":"{\"root\":{\"children\":[{\"children\":[{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\"As a dual registrant, the firm is subject to strict SEC and FINRA supervision rules. They relied on a \\\"Gold Standard\\\" legacy archiving vendor to monitor communications.\",\"type\":\"text\",\"version\":1}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":0,\"textStyle\":\"\"},{\"children\":[],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":0,\"textStyle\":\"\"},{\"children\":[{\"detail\":0,\"format\":1,\"mode\":\"normal\",\"style\":\"\",\"text\":\"The Failure\",\"type\":\"text\",\"version\":1},{\"type\":\"linebreak\",\"version\":1},{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\"The legacy vendor used static keyword lists (\\\"Lexicons\\\").\",\"type\":\"text\",\"version\":1}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":1,\"textStyle\":\"\"},{\"children\":[],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":0,\"textStyle\":\"\"},{\"children\":[{\"detail\":0,\"format\":1,\"mode\":\"normal\",\"style\":\"\",\"text\":\"The Cultural Friction\",\"type\":\"text\",\"version\":1},{\"type\":\"linebreak\",\"version\":1},{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\"Because the bank's staff communicated in a mix of English, Spanish, and Portuguese, the keyword filters were failing catastrophically. Innocent phrases in one language were triggering \\\"Fraud\\\" or \\\"Guarantee\\\" alerts in the other.\",\"type\":\"text\",\"version\":1}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":1,\"textStyle\":\"\"},{\"children\":[],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":0,\"textStyle\":\"\"},{\"children\":[{\"detail\":0,\"format\":1,\"mode\":\"normal\",\"style\":\"\",\"text\":\"The Burden\",\"type\":\"text\",\"version\":1},{\"type\":\"linebreak\",\"version\":1},{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\"The Chief Compliance Officer was drowning in noise. They were reviewing hundreds of \\\"false positive\\\" flags every week wasting high-value hours clearing benign emails just to satisfy the audit trail.\",\"type\":\"text\",\"version\":1}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":1,\"textStyle\":\"\"}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"root\",\"version\":1}}","itemId":"701a7e46-d323-4346-99af-8d8cb41be47c","fieldSchemaId":"c639446e-af03-4c89-991e-8dd61d1b4e14"},{"id":"86ca50d9-1089-46a0-be36-0fc23d0cec54","value":"Understanding Client Needs","itemId":"701a7e46-d323-4346-99af-8d8cb41be47c","fieldSchemaId":"b98a352b-5a9b-4de9-8543-9a96bd4ed0aa"},{"id":"b8a3a361-5a3a-41f4-ab66-6e0de666688d","value":"The \"Spanglish\" \u0026 Lexicon Trap","itemId":"701a7e46-d323-4346-99af-8d8cb41be47c","fieldSchemaId":"6796c417-9397-4852-8d63-36b8ba9fd483"},{"id":"332633b4-394e-4659-b555-b32150870199","value":"Case Study: Silence the Noise, Hear the Signal","itemId":"701a7e46-d323-4346-99af-8d8cb41be47c","fieldSchemaId":"3d61cc60-2f41-4067-8df9-fb9dfc415037"},{"id":"b9250e1a-07bc-49f3-8474-a06306d7e135","value":"How a Latin American Banking Giant reduced false positives by 95% without changing their archive.","itemId":"701a7e46-d323-4346-99af-8d8cb41be47c","fieldSchemaId":"c2158d92-80c4-4a3d-9e69-1ee7d71063a8"},{"id":"9b5d94ca-6cfb-4db7-9bef-1bb4a4e5bf7b","value":"2026-01-06","itemId":"701a7e46-d323-4346-99af-8d8cb41be47c","fieldSchemaId":"80c99dd7-9643-4510-a5bd-7a04bd52cad0"},{"id":"fa88d369-60f2-40fb-ae21-b018b0ed1f39","value":"{\"root\":{\"children\":[{\"children\":[{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\"A top-tier Latin American Bank with significant US operations. The Status: Dual Registrant (RIA and Broker-Dealer). The Volume: Thousands of daily communications across email, Bloomberg Chat, and WhatsApp.\",\"type\":\"text\",\"version\":1}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":0,\"textStyle\":\"\"}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"root\",\"version\":1}}","itemId":"701a7e46-d323-4346-99af-8d8cb41be47c","fieldSchemaId":"acc54212-e2aa-4ef9-a06d-8e79c1649b6a"},{"id":"9e5c6908-ce6b-4683-9e28-b23015b65150","value":"{\"root\":{\"children\":[{\"children\":[{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\"The bank could not simply \\\"rip and replace\\\" their archive due to data retention policies. Instead, they deployed Surveill as an intelligence layer on top of it.\",\"type\":\"text\",\"version\":1}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":0,\"textStyle\":\"\"},{\"children\":[],\"direction\":\"ltr\",\"format\":\"start\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":0,\"textStyle\":\"\"},{\"children\":[{\"detail\":0,\"format\":1,\"mode\":\"normal\",\"style\":\"\",\"text\":\"1. Seamless Connection (Nexus)\",\"type\":\"text\",\"version\":1},{\"type\":\"linebreak\",\"version\":1},{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\"Using\",\"type\":\"text\",\"version\":1},{\"detail\":0,\"format\":1,\"mode\":\"normal\",\"style\":\"\",\"text\":\" [Nexus]\",\"type\":\"text\",\"version\":1},{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\", Surveill connected directly to the existing archive's API.\",\"type\":\"text\",\"version\":1},{\"type\":\"linebreak\",\"version\":1}],\"direction\":\"ltr\",\"format\":\"start\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":1,\"textStyle\":\"\"},{\"children\":[{\"children\":[{\"detail\":0,\"format\":1,\"mode\":\"normal\",\"style\":\"\",\"text\":\"The Value: \",\"type\":\"text\",\"version\":1},{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\"The bank kept their system of record. Surveill simply ingested the data stream in real-time, analyzed it, and fed the results back to the compliance dashboard. Zero data migration required.\",\"type\":\"text\",\"version\":1}],\"direction\":\"ltr\",\"format\":\"start\",\"indent\":0,\"type\":\"listitem\",\"version\":1,\"value\":1}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"list\",\"version\":1,\"listType\":\"bullet\",\"start\":1,\"tag\":\"ul\"},{\"children\":[],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":0,\"textStyle\":\"\"},{\"children\":[{\"detail\":0,\"format\":1,\"mode\":\"normal\",\"style\":\"\",\"text\":\"2. Cross-Lingual Intent Analysis (Interpret)\",\"type\":\"text\",\"version\":1},{\"type\":\"linebreak\",\"version\":1},{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\"Surveill replaced \\\"Keywords\\\" with \\\"Intent.\\\"\",\"type\":\"text\",\"version\":1}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":1,\"textStyle\":\"\"},{\"children\":[],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":1,\"textStyle\":\"\"},{\"children\":[{\"children\":[{\"detail\":0,\"format\":1,\"mode\":\"normal\",\"style\":\"\",\"text\":\"The Logic: [Interpret] \",\"type\":\"text\",\"version\":1},{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\"analyzed the communications for context, not just vocabulary. It understood that a client asking \\\"¿Me garantizas que llega mañana?\\\" (Do you guarantee it arrives tomorrow?) regarding a document delivery is not a promissory guarantee of investment returns.\",\"type\":\"text\",\"version\":1}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"listitem\",\"version\":1,\"value\":1}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"list\",\"version\":1,\"listType\":\"bullet\",\"start\":1,\"tag\":\"ul\"},{\"children\":[],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":0,\"textStyle\":\"\"},{\"children\":[{\"children\":[{\"detail\":0,\"format\":1,\"mode\":\"normal\",\"style\":\"\",\"text\":\"The Filter: \",\"type\":\"text\",\"version\":1},{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\"The system automatically dismissed the linguistic noise that the legacy vendor flagged, isolating only the true behavioral risks.\",\"type\":\"text\",\"version\":1}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"listitem\",\"version\":1,\"value\":1}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"list\",\"version\":1,\"listType\":\"bullet\",\"start\":1,\"tag\":\"ul\"}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"root\",\"version\":1}}","itemId":"701a7e46-d323-4346-99af-8d8cb41be47c","fieldSchemaId":"30c323e4-a27f-4b59-b92c-09c78902fd52"},{"id":"26ca4ac6-7638-4ed7-a75d-11e679158f7f","value":"{\"root\":{\"children\":[{\"children\":[{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\"The impact on the compliance team’s quality of life was immediate.\",\"type\":\"text\",\"version\":1}],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":0,\"textStyle\":\"\"},{\"children\":[],\"direction\":\"ltr\",\"format\":\"\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":0,\"textStyle\":\"\"},{\"children\":[{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\"Here is the corrected \",\"type\":\"text\",\"version\":1},{\"detail\":0,\"format\":1,\"mode\":\"normal\",\"style\":\"\",\"text\":\"Legal Operations / Billing Case Study\",\"type\":\"text\",\"version\":1},{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\".\",\"type\":\"text\",\"version\":1}],\"direction\":\"ltr\",\"format\":\"start\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":0,\"textStyle\":\"\"},{\"children\":[],\"direction\":\"ltr\",\"format\":\"start\",\"indent\":0,\"type\":\"paragraph\",\"version\":1,\"textFormat\":0,\"textStyle\":\"\"},{\"children\":[{\"detail\":0,\"format\":0,\"mode\":\"normal\",\"style\":\"\",\"text\":\"I have adjusted the language to strictly emphasize visibility and identification (\\\"Uncovered\\\") rather than implying the cash has already been fully collected (\\\"Recovered\\\"). 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