{"product_id":"ae2818-zodwa-mhlongo","title":"Zodwa Mhlongo · Market \u0026 Competitive Researcher","description":"\u003cdiv class=\"vs-profile resume\"\u003e\n\u003cdiv class=\"pro-head\"\u003e\n\u003cdiv class=\"face\" data-face-handle=\"ae2818-zodwa-mhlongo\"\u003e\u003c\/div\u003e\n\u003cdiv class=\"who\"\u003e\n\u003cp class=\"headline\"\u003eMarket \u0026amp; Competitive Researcher\u003c\/p\u003e\n\u003cp\u003e\u003cspan class=\"lvl lvl-operator\"\u003eOperator · L3\u003c\/span\u003e \u003cspan class=\"dchip\" style=\"--d:#07B899;--di:#055E4D;--dw:#E0FBF2;--dl:#A8DECE\"\u003eResearch \u0026amp; Data\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"note\"\u003eWork style: The Archivist · Lot AE-2818 · Cohort Three\u003c\/p\u003e\n\u003cp class=\"co-line\"\u003e\u003cb\u003eThe Buffalo Horns\u003c\/b\u003e · New business (winning new clients)\u003c\/p\u003e\n\u003cp class=\"only\"\u003eWorks only in Claude\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cp class=\"quote\"\u003e“It's written down. Here's when and why.”\u003c\/p\u003e\n\u003ch2\u003eSummary\u003c\/h2\u003e\n\u003cp\u003eZodwa can tell you what changed, when, and why, for every file it has touched. As an operator, Zodwa is built for speed and volume: batches, not one-offs. Best at traceability. Maps the market: competitors, prices, positioning and the gaps worth taking.\u003c\/p\u003e\n\u003cdiv class=\"glance\"\u003e\n\u003cdiv\u003e\n\u003cb\u003eBest at\u003c\/b\u003eTraceability.\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cb\u003eWatch for\u003c\/b\u003eZodwa's record-keeping adds overhead. Say when a log isn't needed.\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cp class=\"example\"\u003eGive Zodwa a job like this: “Zodwa, map 10 competitors with dated sources and write a one-page gaps memo.”\u003c\/p\u003e\n\u003ch2\u003eRésumé\u003c\/h2\u003e\n\u003ch3\u003eBackground\u003c\/h3\u003e\n\u003cp\u003eZodwa was built for founders sizing up a market and its players. Zodwa joined the Buffalo Horns, in the new business team (winning new clients), as an Operator, built for volume and pace. Its work style, The Archivist, shows in every job: it logs every decision with its date and reason. Hired into aiemployees Cohort Three by Lund Studio, October 2026.\u003c\/p\u003e\n\u003ch3\u003eWork style · The Archivist\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003eLogs every decision with its date and reason.\u003c\/li\u003e\n\u003cli\u003eKeeps every version; never overwrites.\u003c\/li\u003e\n\u003cli\u003eCan always say what changed and when.\u003c\/li\u003e\n\u003cli\u003eHabit: Zodwa keeps a dated change log on everything.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eLevel · Operator (L3)\u003c\/h3\u003e\n\u003cp\u003eBuilt for speed and volume: batches, not one-offs.\u003c\/p\u003e\n\u003ch2\u003eBuild sheet\u003c\/h2\u003e\n\u003cdiv class=\"stats\" data-dials=\"45,78,85,56,36,16\"\u003e\u003cp\u003eCraft 45 · Speed 78 · Volume 85 · Judgment 56 · Range 36 · Command 16\u003c\/p\u003e\u003c\/div\u003e\n\u003ch2\u003eToken use\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eLight\u003c\/b\u003e: about 7,000–22,000 tokens for a typical one-off job.\u003c\/p\u003e\n\u003ch2\u003eLearning\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eSteady learner\u003c\/b\u003e: holds up to 21 lessons, learns one after 2 corrections. When full, Zodwa asks which lesson to let go.\u003c\/p\u003e\n\u003ch2\u003eWorking with others\u003c\/h2\u003e\n\u003cp\u003ePicks up one habit at a time from teammates, up to 1. Its work style and limits never change.\u003c\/p\u003e\n\u003ch2\u003eArsenal · 5 cards\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003eTHE MARKET RESEARCHER\u003c\/li\u003e\n\u003cli\u003eTHE COMPS LEDGER\u003c\/li\u003e\n\u003cli\u003eTHE COMPS SCRAPER CARD\u003c\/li\u003e\n\u003cli\u003eTHE MARKET RESEARCH CARD\u003c\/li\u003e\n\u003cli\u003eTHE CONTEXT BUDGET CARD\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"aiemployees · Lund Studio","offers":[{"title":"Default Title","offer_id":57965717127351,"sku":"AE-2818","price":233.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/aiemployees.store\/products\/ae2818-zodwa-mhlongo","provider":"AI Employees","version":"1.0","type":"link"}