# Jacaranda Labs > “AI integration and automation consultancy. We design and build the systems that handle sales, finance, HR, recruitment, and data. We also modernise the systems you already have.” - Canonical entity: https://readyscan.ai/entities/jacaranda-labs-q141362130 - Website listed in the source snapshot: https://jacarendalabs.com/ - Category: [Consulting](https://readyscan.ai/directory/consulting) - Machine record: https://readyscan.ai/discovery/entities/jacaranda-labs-q141362130.json - Material fingerprint: fnv1a64:9223ea282c02aae3 - Entity revision: fnv1a64:42ce9b465dfd2573 - Published: 2026-10-19 - Modified: 2026-10-19 ## Company details - [Founded](https://readyscan.ai/entities/jacaranda-labs-q141362130#company-fact-wikidata-p571-fc29db7e29850d36): 2024 Sources: https://www.wikidata.org/wiki/Special:EntityData/Q141362130.json?revision=2542149085 ## Questions & answers ### [What does J Labs do?](https://readyscan.ai/entities/jacaranda-labs-q141362130#company-answer-content-native-digital-agencies-b507f11b8d6d326d-a-96af2b3bf909ef3b42ac) “J Labs designs and builds the systems that run sales pipelines, finance operations, HR processes, recruitment and data, and modernises the systems a business already has. Every engagement is fixed scope, fixed timeline and fixed price, with acceptance criteria agreed before any work starts. We work with greenfield builds and twenty-year-old legacy systems alike.” Sources: https://jacarendalabs.com/ ### [Who is J Labs for, and who is it not for?](https://readyscan.ai/entities/jacaranda-labs-q141362130#company-answer-content-native-digital-agencies-b507f11b8d6d326d-a-492966c2ba885ce0e443) “Operating companies of 50 to 5,000 people with real systems and repeatable work: a specific workflow, an identifiable owner and a budget holder who can say yes. We are not the right fit for stealth-mode start-ups or software companies looking for a feature build inside their own product.” Sources: https://jacarendalabs.com/ ### [How does J Labs price its work?](https://readyscan.ai/entities/jacaranda-labs-q141362130#company-answer-content-native-digital-agencies-b507f11b8d6d326d-a-903b76d0095ddcb8233f) “Fixed scope, fixed timeline, fixed price. Engagements run from a four-day Spec at €5,000 to multi-month builds above €200,000. Scope and acceptance criteria are written into the proposal before any work starts, and any expansion is a separate change order you decide on. We do not bill by the hour.” Sources: https://jacarendalabs.com/ ### [What is J Labs?](https://readyscan.ai/entities/jacaranda-labs-q141362130#company-answer-content-native-digital-agencies-b507f11b8d6d326d-a-bb5584831ee167eea279) “J Labs is an AI integration and automation consultancy. It designs and builds the systems that run sales, finance, HR, recruitment and data inside operating companies, and modernises the systems those companies already have. J Labs is the public brand; the legal entity is Jacarenda Labs LLC.” Sources: https://jacarendalabs.com/about ### [Is J Labs the same company as Jacarenda Labs?](https://readyscan.ai/entities/jacaranda-labs-q141362130#company-answer-content-native-digital-agencies-b507f11b8d6d326d-a-e27a3ba9c3b68fa2d9bc) “Yes. Jacarenda Labs LLC is the registered legal entity, founded in 2024 and incorporated in Wyoming, USA. J Labs is the public brand used on the website, in proposals and in the products the company builds. The two names refer to one company.” Sources: https://jacarendalabs.com/about ### [Is Jacarenda Labs connected to JLABS, Johnson & Johnson's incubator, or to jacarandalabs.eu?](https://readyscan.ai/entities/jacaranda-labs-q141362130#company-answer-content-native-digital-agencies-b507f11b8d6d326d-a-5dd92321251a3740219b) “No. Jacarenda Labs, J Labs for short, is an independent AI integration and automation studio founded in 2024 by John McCoy and registered in Wyoming, USA.” Sources: https://jacarendalabs.com/about ### [Who founded J Labs?](https://readyscan.ai/entities/jacaranda-labs-q141362130#company-answer-content-native-digital-agencies-b507f11b8d6d326d-a-f7f966b716d2d1b06c0a) “John McCoy founded Jacarenda Labs LLC in 2024 and runs it as founder and CEO. He leads the consultancy and the venture studio that sits alongside it.” Sources: https://jacarendalabs.com/about ### [How much does AI integration cost for a 200-person company?](https://readyscan.ai/entities/jacaranda-labs-q141362130#company-answer-content-native-digital-agencies-b507f11b8d6d326d-a-bfdf60a646d2a4f6c585) “Between €120k and €220k all-in for the first production system, based on the median SMB engagement J Labs has shipped: somewhere between RAG over documents and AI in the CRM, at a company with clean-enough data.” Sources: https://jacarendalabs.com/insights/ai-integration-cost-mid-market ### [What are the biggest hidden costs in an AI project?](https://readyscan.ai/entities/jacaranda-labs-q141362130#company-answer-content-native-digital-agencies-b507f11b8d6d326d-a-05137ff5525b9e3a8e85) “Three sinks swallow most of the budget: data preparation at 35–45%, eval and observability at 15–20%, and change management at 10–15%. Data preparation is the largest every time: schema drift, identifiers that mean three things in three tables, half-deduplicated records and PII redaction.” Sources: https://jacarendalabs.com/insights/ai-integration-cost-mid-market ### [How much does a RAG system cost to build for an SMB?](https://readyscan.ai/entities/jacaranda-labs-q141362130#company-answer-content-native-digital-agencies-b507f11b8d6d326d-a-f8f29e78eaaed58f3f96) “€40–120k for a production-grade RAG system over documents the team already owns. It has the lowest floor cost of the four SMB archetypes and the highest hidden retrieval-engineering cost.” Sources: https://jacarendalabs.com/insights/ai-integration-cost-mid-market ### [What percentage of an AI budget should go to data preparation?](https://readyscan.ai/entities/jacaranda-labs-q141362130#company-answer-content-native-digital-agencies-b507f11b8d6d326d-a-80e68c4446e33d1b8caf) “Plan 35–45% of the total budget for data preparation. In every engagement J Labs has led, the data layer ate more time than every other workstream combined, and the team always thinks it has less of it than it does.” Sources: https://jacarendalabs.com/insights/ai-integration-cost-mid-market ## Company sources - [Jacaranda Labs website](https://jacarendalabs.com/) — jacarendalabs.com · [Related Ready Scan knowledge](https://readyscan.ai/sources/source-b507f11b8d6d326d) - [jacarendalabs.com/about](https://jacarendalabs.com/about) — jacarendalabs.com · [Related Ready Scan knowledge](https://readyscan.ai/sources/source-ee681cd6a1cb7b1c) - [jacarendalabs.com/insights/ai-integration-cost-mid-market](https://jacarendalabs.com/insights/ai-integration-cost-mid-market) — jacarendalabs.com · [Related Ready Scan knowledge](https://readyscan.ai/sources/source-884d4e9613847812) - [wikidata.org/wiki/Special:EntityData/Q141362130.json](https://www.wikidata.org/wiki/Special:EntityData/Q141362130.json?revision=2542149085) — wikidata.org · [Related Ready Scan knowledge](https://readyscan.ai/sources/source-083badf54430b099) ## Continue reading - Discover the bounded graph: https://readyscan.ai/api/v1/ai-search/discovery - Retrieve this entity evidence: https://readyscan.ai/api/v1/ai-search/entities/jacaranda-labs-q141362130/evidence ## Publication boundary - This public-sourced record brings together company information and its sources. 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