Sales of building materials Pham Van summary of the work
拉美建筑化学品市场商机大

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复苏 , 售 额在 21 销 0 6年 将 达 到 2 .8亿 美 元 。 05
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英威达将其在上海的安全气囊纤维产能翻一番

丰田汽车公司自从拓展应用生态塑料起 ,现已达 最高水平 ,其在 20 年 l 09 2月推 出的 “a ea 混 Si dn ”s
合 动力车 中使用 的生物 塑料 已 占内饰件 表 面的 6 %。 0
( 钱伯 章译)
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③适用于座垫和地毯及其他内饰组件,这些内饰 组件的高性能是 目前生态塑料所无法达到的。
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生产。帝人公司计划快速发展 H P P E业 务,目标是到 2 1 年占到全球市场份额的 1 %~ O 05 5 2 %。
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制药公司DMF、COS认证常用词汇

制药常用词汇中英文对照国际协调会议ICH原料药GMP Q7A原料药API指导原那么guideline符合要求meet the requirements纯度purity物料接收receipt of materials生产production包装packaging重包装repackaging贴标签labeling重贴标签relabeling质量控制quality control放行release储存storage销售distribution安全方面safety aspects环境保护protection of environment国家法律National laws注册registration人用药human drugs无菌原料药sterile APIs消毒sterilization当地药政部门local authorities化学合成chemical synthesis提取extraction发酵fermentation排除exclude临床试验clinical trials起始物料starting material结构单元structural unit供应商suppliers化学性质chemical properties关键步骤critical process前面几步Early API steps最后几步final steps纯化purification分离isolation需要书面写下should be specified in writing 人员卫生personal hygiene顾问consultants潜在污染potential contamination微生物标准microbiological specifications 混淆mix-ups待验quarantine洗涤剂detergent手烘器air driers反作用adversely affect蒸汽steam通风ventilation图纸drawings空气过滤air filtration交叉污染cross contamination空气压力air pressure尘埃dust微生物microorganisms回流recirculate管道pipe中间体intermediate排水管drains饮用水portable water文件系统documentation system修订历史revision histories扩产报告scale-up reports技术转移technical transfer开发历程报告development report保留期限retention periods生产工艺规程master production instructions 工艺参数process parameters批量batch size时间限制time limits预期产量expected yield实际产量actual yield关键物料critical materials进厂物料incoming materials回顾性验证retrospective validation摄氏度centigrade兽用veterinary use残留溶剂residual solvents灼烧残渣residual on ignition含量assay作一个空白对照perform a blank determination 鉴别identification熔点melting point熔程melting range干燥失重loss on drying有关物质related substance比旋度specific rotation无水anhydrous静态at rest动态in operation颗粒granulation粒度particle size磨粉milling微粉micronizingGMP要求GMP requirements执行implement组织机构organizational structure质量相关事物quality related activities偏差deviation关键偏差critical deviation评价evaluation药政检查regulatory inspections严重GMP缺陷serious GMP deficiencies审核并批准review and approve委派delegate拒收reject包装物和标签packaging and labeling materials实验室控制记录laboratory control record标准specifications主生产文件master production instructions 自检internal audit合同生产商contract manufacturer验证方案和报告validation protocols and reports 投诉complaints维护maintaining校正calibration稳定性数据stability data复验、失效日期retest and expiry date存储条件storage conditions产品质量回顾product quality reviews批生产记录production batch records设施facilities设施变更modified facilities证实verify纠偏措施corrective actions工艺的稳定性consistency of process分析方法analytical methods稳定性监控计划stability monitoring program人员资格personnel qualifications培训记录records of training 微生物总数total microbial counts控制菌objectionable organisms 非无菌non-sterile专用的dedicated污水sewage垃圾refuge卫生sanitation书面程序written procedures设备维护equipment maintenance 预防性维护preventative maintenance 集中生产campaign production清洗媒介cleaning agents卸disassembling连续批号successive batches非专用设备non-dedicated equipment 可接受标准acceptable criteria残留residues清洗程序cleaning procedures状态status预先计划established schedule可追踪的traceable对有影响have an impact on计算机化系统computerized system电子格式electronic form电子签名electronic signatures中间控制in-process controls内控检测in-house testing中试规模pilot scale历史数据historical data不合格out of specification混批blending batches一级对照品primary standard杂质概况impurity profile微生物检测microbiological testing 商业规模commercial scale留样retention sample预验证prospective validation结晶crystallization回收溶剂recovered solvents母液mother liquors重新加工reworking保留时间retention time拆分溶液resolution solution水分water重金属heavy metal流动相mobile phase柱子column容器container剂型dosage form规格strength适应症proposed indication给药途径route of administration 辅料excipient结构式structure formula分子式molecular formula GMP车间房间名称中英文对照更衣室changing room一更first changing room手消室hands disinfection room 气闸室airlock room洁具室cleaning tools room清洗室cleaning room模具室dies room安全门emergency room粉碎室pulverizing roomQ7A词汇Ensure 保证Approach 方法Satisfy 满足Responsibility 责任Commitment 承诺Medicinal 医药的Sterile 无菌的Chemical synthesis 化学合成Extraction 提取Cell culture/ fermentation 细胞培养/发酵Recovery 回收Combination 组合Specific 特定的Exclude 排除Vaccine 疫苗Substrate 培养基Microbial 微生物的Animal sources 动物来源Subject to 符合Clinical trials 临床试验In-house 内部的Designate 指定Validate 验证Critical 关键的Purification 纯化Manipulation 操作Establish 建立Document 文件,文件化Implement 执行Specification 标准Independent 独立的Fulfill 履行Individual 个人的Specify 指定Deviation 偏差Explain 解释Investigate 调查Evaluation 评估Regulatory inspection 药政检查Recall 召回Review 审阅Approve 批准Release 放行Reject 拒收Internal audits 内部审计Validation protocol 验证方案Report 报告Complaints 投诉Maintain 维护Calibration 校准Instruction 仪器Complete 完成Sign 签名Disinfect 消毒Premise 场地Qualify 质量Verify 确认Compliance 符合Schedule 计划Findings 发现问题Annually 每年In-process control 工艺控制Returns 退货Adequacy 适当,足够Revalidation 再验证Undertake 承担,开始Experience 经验Supervise 监督Engage in 参与Specify in writing 书面说明Periodically 定期地Hygiene 卫生Sanitation 卫生Contamination 污染Contact 接触Sufficient 充足的Facilitate 方便Microbiological 微生物的Locate 位于,指出位置Quarantine 待验Pending 等待的,未决定的Utilities 公用设施Available 可得到的Humidity 湿度Demonstrate 证明Attribute 属性Endotoxin 内毒素Operating range 操作X围Detrimental effect 危害效果Food grade 食品级Precaution 预防措施Assignment 分配Disassemble 拆开Reassemble 组装Previous 先前的Utensils 器具Continuous production 连续生产Campaign production 批生产Build-up 积累Carry-over 夹带Nondedicated 非专用的Cross-contamination 交叉污染Justify 说明Cleanliness status 清洁情况Traceable 可追踪的Issuance 签发Revision 修订Superseding 替换Withdrawal 取消Entry 填写Authenticate 证明真实Master label 主标签Uniformity 无差异Representative 代表性的Electronic 电子的Allocate 分配Examination 检查Derive from 来源于Conformity 符合Accurate 准确Unit of measure 测量单位Unique 唯一的Extend to 扩展Distinctive 特有的Factor 因子Completeness 完全Apparatus 器械Periodic 定期的Gauge 测量仪表Delegate 代表Stock 储备Discharge 排放Delivery 运送Tanker 罐车Attendant 伴随的Manifold 支管Disposition 处理In place 在对的位置In place of 代替Quality history 质量记录Reliability 可靠性At regular intervals 定期的Hazardous 有害的On-site 在现场Subsequently 随后Mark 标记Degradation 降解Permit 允许Fiber drum 纤维板桶Prolong 延长的Exposure 暴露Physical attributes 物理性质Homogeneity 均一Particle size distribution 粒度分布Bulk density 堆密度Tap density 振实密度Tailings 尾料Successive 连续的Adhere to 粘附Micronizer 微粉机Damp crystal 湿晶体Centrifuge 离心Fluid 流体Comply with 符合Protection 保护Deterioration 恶化Transportation 运输Reactive 易反应的Additive 加合的Absorptive 吸收性的In accordance with 按照Deface 涂毁Issuance 签发Reconcile 和解Discrepancy 差异Excess 超过的Obsolete 作废的Out-dated 过时的Subdivide 再细分Variability 可变性Extent X围Stringent 严格的Integrity 完整性Homogeneous 均匀的Fraction 部分Load 装料For the purpose of 为了……目的Incorporate into 加入Conformance 顺应一致Traceability 追溯性Log 日志Breach 违反Alert 警报Warehousing 入库Temporary 暂时的Departure 背离Standard solution 标准溶液Use by date 使用日期Primary reference standard 基本参照标准品Impurity profile 杂质概况Be dependent upon 决定于Herbal 药草的Authentic 真实的On request 如要求Compendial 药典的Numerical 数字的Original 最初的Repacker 重新包装者Reprocessor 重新加工者On behalf of 代表Copy 复件Attach 贴附Indicating 指示的Simulate 模仿Commercial ‘商业的Shelf-life 货架期Frequently 频繁的Compromise 损害Full analysis 全检Development stage 研发期Reproducible 可重复的Retrospective 回顾性的Prospective 预期的Concurrent 同时的Cross-reference 交叉引用Comment 意见Design qualification 设计确认Propose 提议Installation qualification 安装确认Operational qualification 操作确认Throughout 自始至终Anticipate 预料Performance qualification 运行确认Ancillary 辅助的Drug product 制剂Replicate 复制品Thorough 彻底的Attributable to 可归于的Complexity 复杂性Magnitude 巨大,重要性Consecutive 连续的Minimize 最小化Comparable 类似的Pivotal 关键的Pose 造成Pattern 型式Swab 擦拭Rinse 淋洗Be capable of 能够Impractical 不切实际的Hose 软管Transfer pipe 运输管道Intricate 复杂的Microfluidizer 流化床微粉机Sensitivity 灵敏度Attainable 可得到的Deleterious 有害的Feasible 可行的Gross 粗的Otherwise 否那么Nonetheless 虽然如此Characteristics 特征Initiate 开始Formal 正式的Proposal 提议Impact 影响Accelerated 加速的Majority 多数Continuation 继续By-products 副产物Over-reacted 过反应Commingle 混合Cast 投Consignee 收货人Oral 口头的Follow-up 跟进工作Originator 发起人Trend 趋势Severity 严格Circumstance 环境,条件,情况In the event of 如果Life-threatening 威胁生命的In detail 详细的Subcontracting 分包Entrust 委托Purchase order 订单Bills of lading 提货单Regulatory authority 药政部门Theoretical 原理的工艺词汇Major equipment 主要设备Reservoir <storage> tank 储罐Measuring tank 量罐Blending tank 混合罐Pump 泵Vacuum pump 真空泵Fermenter 发酵罐Air filter 空气过滤器Supplement 补充Air compressor 空气压缩机Filtrate 滤液Acidification 酸化Broth 发酵液Strain 菌种Lyophilize 冷冻Refrigerate 冷藏Dilute 稀释Inoculate 接种Petri dish 培养皿Slant 斜面Spore suspension 孢子悬液Shake 摇动Flask 摇瓶Colony 菌落Distilled water 蒸馏水Physiological 生理的Medium 培养基Ampoule 安瓶Mycelium 菌丝Microscope 显微镜Antifoaming agent 消泡剂Temperature 温度Air flow 空气流量Output 产量Treatment 处理Concentration 浓度Rotary 旋转的Slurry 泥浆Antibiotic 抗生素Agitation 搅拌Aqueous phase 水相Organic phase 有机相Distillery 蒸馏Vertical 竖直的Deionized water 去离子水Acetone 丙酮Methanol 甲醇Ethanol 乙醇Isopropanol 异丙醇Butanol 丁醇Acetonitrile 乙腈Toluene 甲苯Xylene 二甲苯Chloroform 氯仿Polyethylene 聚乙烯Anhydrous 无水的Calcium 钙Potassium 钾Sodium 钠Magnesium 镁Ammonium 铵Ammonia 氨水Neutralize 中和Dissolution 溶解Stir 搅动Adjust 调整Sieve 筛Proportion 比例Liter 升Beer yeast 啤酒酵母Carbonate 碳酸盐Casein 干酪素Copper sulphate 硫酸铜Corn starch 玉米淀粉Corn steep liquor 玉米浆Cotton seed flour 棉籽粉Dextrine 糊精Lard 猪油Soybean 大豆Iodine index 碘值Acidity index 酸值Refraction index 折射率Oxalic acid 草酸Sulfuric acid 硫酸Positive 正的Negative 负的Decalcified water 脱钙水Sucrose 蔗糖Conductivity 电导率Heavy metal 重金属Hardness 硬度Volumetric 测定体积的Water bath 水浴Phenolphthalein 酚酞Drop wise 逐滴地Sodium hydroxide 氢氧化钠Homogenize 均一化Enzyme 酶Erlenmeyer flask 锥形瓶Conical flask 锥形瓶Tube 试管Titrate 滴定Indicator 指示剂Disappear 消失Respectively 分别地Gravimetric 重量分析的Petroleum ether 石油醚Pycnometer 比重瓶Viscosity 粘度Viscometer 粘度计Detector 检测器Rigid 刚硬的Spherical 球形的Styrene-divinylbenzene copolymer 苯乙烯-二乙烯基苯共聚物Diameter 直径Data acquisition system 数据收集系统Mobile phase 流动相Wavelength 波长Flow rate 流速Injection volume 进样体积Tertiary butyl alcohol 叔丁醇Edetate disodium EDTA二钠盐Standard solution 标准液Sample solution 样品液Resolution 分离度Retention time 保留时间Capillary 毛细管的Exceed 超过Mercury 汞Bromothymol blue 溴百里酚蓝Absorbance 吸光度Interception 截距Exhibit 显示Concomitantly 同时Potency 效价Carbon dioxide 二氧化碳Stock solution 储备液Crystalline 结晶性的Odorless 无嗅Bitter 苦的Sulfated ash 硫酸灰分Ignition 灼烧Crucible 坩埚Desiccator 干燥器Silica gel 硅胶Moisture 水分Char 碳化Fume 烟雾Incinerate 焚烧FID flame ionization detector 火焰离子检测器Impregnate 灌注Carrier gas 载气Oven 烘箱Chromatography 色谱Hygroscopic 吸湿的Heat seal 热封Residue on ignition 灼烧残留Thickness 厚度Cylindrical 圆柱的。
仿制药项目英文课件ppt

要点二
International trade agreements
Trade agreements between countries can affect the market for generic drugs For example, some agreements may require countries to recognize the patient status of drugs, so restricting the sale of general versions
Preclinical studies
Preclinical studies are conducted to evaluate the safety, efficacy, pharmacology, and pharmacodynamics of the drug candidate in animals These studies provide important information for further clinical development
Market demand
FDA regulations
The US Food and Drug Administration (FDA) has implemented policies to resource generic drug development and market competition These include measures to streamline the approval process for generic drugs
04
The market and policy environment of generic drugs
填料 制药英语

填料制药英语Excipients play a crucial role in the pharmaceutical industry, serving as essential components in the formulation and production of various drug products. These inactive ingredients, also known as "fillers," are added to active pharmaceutical ingredients (APIs) to enhance the overall performance, stability, and effectiveness of the final product. The choice and utilization of excipients in pharmaceutical manufacturing is a critical aspect of the drug development process, as they can significantly impact the safety, efficacy, and quality of the final drug product.One of the primary functions of excipients is to facilitate the manufacturing process. They can help improve the physical and chemical properties of the drug, such as solubility, stability, and ease of handling. For example, binders are used to hold the drug particles together, forming a cohesive tablet or capsule, while disintegrants help the formulation break apart in the body, allowing for the release and absorption of the active ingredient. Lubricants, on the other hand, reduce friction and prevent the sticking of the drug to manufacturing equipment, ensuring a smooth and efficientproduction process.In addition to their role in the manufacturing process, excipients can also enhance the bioavailability and therapeutic efficacy of the drug. Some excipients, such as surfactants and solubilizers, can improve the solubility and dissolution of poorly soluble APIs, allowing for better absorption and increased bioavailability. Others, like enteric coatings, can protect the drug from the acidic environment of the stomach, ensuring it reaches the intended site of action in the intestines.The selection of appropriate excipients is a critical step in the formulation development of a drug product. Pharmaceutical scientists and formulators must carefully evaluate a wide range of excipients, considering factors such as their physical and chemical properties, compatibility with the API, and potential interactions with other excipients. They must also ensure that the chosen excipients are compatible with the desired route of administration, such as oral, topical, or parenteral.One of the key challenges in the selection of excipients is the need to balance the various functional requirements of the drug product. For example, the choice of a binder may need to consider its impact on the disintegration and dissolution of the formulation, as well as its potential to affect the bioavailability of the API. Formulators mustalso consider the potential for excipient-related side effects, such as allergic reactions or gastrointestinal irritation, and ensure that the final formulation meets regulatory requirements for safety and efficacy.The pharmaceutical industry has seen significant advancements in the development and utilization of excipients in recent years. Novel excipients, such as polymeric materials, lipid-based systems, and nanoparticles, have been introduced to address the challenges posed by increasingly complex drug molecules and delivery systems. These new excipients offer enhanced functionality, improved stability, and the potential to overcome the limitations of traditional excipients.Moreover, the regulatory landscape for excipients has also evolved, with increased scrutiny and requirements for safety and quality. Pharmaceutical manufacturers must ensure that the excipients they use are of the appropriate grade, meet relevant pharmacopeial standards, and are sourced from reliable suppliers. This has led to the development of robust supply chain management practices and the implementation of stringent quality control measures to ensure the integrity and consistency of excipients used in drug products.In conclusion, excipients are essential components in the pharmaceutical manufacturing process, playing a crucial role in the development, production, and delivery of safe and effective drugproducts. The careful selection and utilization of excipients require a deep understanding of their physical, chemical, and functional properties, as well as their potential interactions with the active pharmaceutical ingredient and other formulation components. As the pharmaceutical industry continues to evolve, the importance of excipients in drug development and manufacturing will only grow, driving further innovation and advancements in this critical area of pharmaceutical science.。
美泰全球质量制造政策

reports must be signed and dated by the test technician who conducted the test, as well as the lab manager.测试报告:由美泰公司认可的测试实验室发出包含定量的文件的结果。
所有的测试报告必须签署有测试技术员、进行的测试日期,以及实验室经理Traceability: The ability to trace the history of a material or component via date code, batch number, or other equivalent method, from its incoming raw materials throughout the entire manufacturing process.可追溯性:能够通过日期代码、批号,或其它方法从来料到整个生产过程追溯到源材料或配件的来历。
1.4 Purpose 目的To assure all materials and components sourced from a supplier who has quality systems that are acceptable by Mattel. 为了保证所有的材料和组件及供应商的质量体系是美泰可以接受的。
Mattel operates under the premise that any supplier is fully responsible for their products and required to develop an effective total quality system that encompasses business aspects based on defect prevention rather than defect detection. 美泰公司经营的前提下,任何供应商全面负责其产品和负责任需要建立一个有效的全面质量体系,它包括业务方面的基础对缺陷预防而不是缺陷检测2 PERFORMANCE REQUIREMENTS 0.2业绩要求2.1 To become a Certified Supplier, the proposed supplier must obtain ≥75% score, plus complete compliance (i.e., degree of compliance = 3) on all requirements signified by the .. diamond icon and Δ delta icon on the Audit Ch ecklist and Report (Reference Appendix 1) [except §3.4.1.1]. Each individual section on the audit checklist must meet a minimum score of 50%.2.1要成为一名合格供应商,被推荐的供应商必须取得≥75%的分数,加上完整遵守(即符合规定的程度= 3)的所有要求,标志了钻石图标和Δ图标的审核检查表和报告书(参考附录一)[除了3.4.1.1],审计清单上的每个个人的部分必须满足50%的最低得分。
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Vulcan Materials Company 产品介绍说明书

Table of Contents1234561. IntroductionVulcan Materials Company Aggregates-focused building materials company16.3Billion tons (~80 years)Aggregates reserves>400 Aggregates operationsServing attractive U.S. markets across 20 states $4.85 BillionRevenues in 2020$1.26 BillionAdjusted EBITDA in 2020215 MillionTons of aggregates shipped in 202065 YearsAs a public company focused on aggregates1. IntroductionHimanshu Pant•Manager of Finance Track in the Business Solutions group •10+ years with Vulcan•Worked with Oracle, IBM, Stryker, RGIS•Finance, P2P, Tax, Risk Management, Decision Support (BI) •Team consists of business and technology analysts •Cooking, Community Service2. Decision Support ‘Picture’ The right information in the right hands at the right timeOracle eBSPeopleSoft APEXOneRMC Kronos COMDATA Plant MgmtSpectrum VCommerce Spruce SBFSEAM IoT Data Extracts Data LakeData Sources(Transactional Systems) Data/InformationStorageInformation Retrieval & Production Tools Information Consumption MethodsOn Premise Oracle DB (< 2TB) [Raw, Curated]ADW -End user driven analytics &data visualization tool -Self-serve data retrieval-Supported by DS Team-Enterprise reporting and data visualization tool -Data & metrics standards with Data Owners -Produced by DS Team ODI ODI Large tables 103 GB, 79 GBOn Premise1. Decision Support LandscapeDecision Support LandscapeAs the amount of data/information increases, and as we move data/information access to the Data Lake,Decision Support will represent a larger share of our reporting universe. OperationsProcurementHuman Resources Internal FinancialsExternal FinancialsAd Hoc Analysis Sales & LogisticsDecision Support Operations ProcurementHuman Resources Internal Financials External Financials Ad Hoc AnalysisSales & Logistics Decision SupportWhy two products?•Vulcan was on Oracle Business Intelligence since 2009 with around 400 users•Business had multiple additional requirements that could only be managed with additional spend on premise but were standard on the cloud•Cost benefit•Semantic layer (data model) could be utilized with the move to OAC. Vulcan had invested a lot of time and effort building the semantic layer•Multiple OAC components (BI Publisher, Answers etc.) to suit our needs•Vulcan Way of Buying, Vulcan Way of Selling and Vulcan Way of Operating analytics projects migrated to OAC/ADW in 2020•Tableau and few other products were already being used by end users. Extremely hard to support so we decided on limiting it to one•RFP Process. Tableau won based on user selection process•OAC Data Visualization was not at the same level as Tableau visualizations•Easy to find expertise and quick time to marketHigh Level Roadmap 2018 H1 19 H2 19 H1 20 H2 20 2021 ON-PREM DESIGN & DEVELOPMENT▪Decision Support Team ▪2 operations dashboards in OBIEE ▪Operations dashboards training INFRASTRUCTURE, DATA, & TRAINING ▪OAC infrastructure ▪Data Lake data load ▪Tableau training TRAINING & CONTENT MATURITY ▪Financial Analytics ▪Logistics Analytics ▪Sunset OBIEE & DiscovererCLOUD & DUAL APPROACH SHIFT▪Self-serve and delivered data visualization ▪Tableau & Oracle Analytics Cloud ▪Tableau infrastructure CONTENT DEVELOPMENT ▪Tableau projects ‘go -live’ (e.g., HR Analytics, Logistics Dashboard)▪Migrated all OBIEE projects to OAC (Vulcan Way of Selling, Vulcan Bay of Buying,Vulcan Way of Operations) REASSESSMENT & REFINEMENT ▪Data Governance ▪Data Catalog ▪Oracle Cloud Suite impact analysis ▪Mature data visualization cultureEngage business/functional leaders on information needs3. Decision Support RoadmapOAC Journey – Challenges and OpportunitiesOAC Adoption has been very slow- Delay in implementation due to cloud tenancy issues- As is Lift and Shift from OBIEE due to other priorities- Data Visualization in OAC is limited to BI team- Multiple OAC components with their own strengths and limitations- Ease of use and great visualization capabilities with Tableau, many high value solutions built by users in a very short amoun t of time- Huge adoption support from TableauWhat’s next- Great relationship with Oracle, getting assistance from multiple Oracle teams- Build some high value solutions for Vulcan by Q2 2021- Oracle Code Innovate planned for Q1-Q2 2021- Continuous Team training on latest functionality, participate in user groups- Constant communication to Vulcan leadership- OCVA (Oracle Cloud Value Assessment). Scope is all systems and business processes at Vulcan. Decision Support roadmap impact analysis andQuestions?TaylorMade Golf Information Management JourneyOracle Global Leaders ProgramDavid DamitzBusiness Intelligence ArchitectOracle Global Leaders EventTaylorMade Golf Company Snapshot•“To Be the Best Performance Golf Brand in the World”•Founded in 1979 and headquartered in Carlsbad, CA•TaylorMade is a leading global designer and manufacturer of high-performance golf clubs, balls, bags and accessories o One of only four major global competitors in a consolidated and mature industryo Validated by the strongest athlete portfolio in golf, with six of the current top 13 players in the world, including world number 1o TM’s wholesale customer base includes green grass (on-course) golf shops, off-course specialty retailers and large strategic retailers•TM also has a strategic and growing direct to consumer channel•TM has approximately 1,200 employees worldwide, with around 7,000 employees across assembly, DCs and Tier 1 supply base •Facilities in US, Canada, UK, Japan, Korea, Mexico, Australia, New Zealand, South East AsiaHISTORYSINCE 1979, OUR RELENTLESS PURSUIT OF INNOVATION HASCREATED ICONIC & GAME-CHANGING PERFORMANCE.PITTSB URGH PERSIM MON ADJUSTABLEWEIGHTFIVELA YERSADJUSTABLEHOSELSPEEDPOCKETFACESLOTSMULTI-MA TERIALTWISTFACEPresenter BioDAVID DAMITZBusiness Intelligence Architect•~20 Years in the Business Intelligence / Analytics Space•10+ Years at TaylorMade Golf •Responsible for all things BI at TaylorMade Globally•NOT a DB Expert!EVOLUTION OF OUR DATA CAPABILITIES We have progressively laid the foundation to enable the next stage of our journey to analytical maturity through key milestones.2005 ERP Consolidation2009 2013Corresponding ERP Data WarehouseRollouts WMS Data Warehouse MFE Data Warehouse 20062007 2008 2010201120122014201520162017 20182019 2020 eCommerce Demandw are(now SF CommerceCloud)Consumer dataconsolidation (CDM)CRM data per MS Dynamics Global HR data via WorkdayGlobal Assembly Data per GAA appWorkplace Collaborationdata per O365DOMO Self-Service BI Business Objects Self-Service BI 1980s PGA Tour Database Sports Analytics R&D Data Capture Beganw /MATT data capture 2003 ERP Consolidation BeganViews EnterpriseDataWarehouseMarketSpecific OperationalReports LocalReports BI Frontend Applications OLAP EnvironmentExtraction(ETL)GRAPE adirace REFCO . . . Local ApplicationsSAPDeliveryTMG BI Landscape –Pre ADWWMS TMAGDW (Legacy) TMaG UniversesMetadataLayer Dashboards / Mobile Reports Alerts, Proactive Notification,Self Service Scheduling Mobile BI: iPhone, iPadTMaG Global DWAnalytics Maturity Assessment –Pre-COVIDPurpose•Understand current use and access to data•Evaluate the enterprise’s analytical maturity and supporting dataarchitecture•Evaluate each department’s use of data•Develop a modeling opportunity inventoryFindings•Application of advanced analytics is not always prioritized•Need for “Right time, Right data”•Data needs to be integrated and accessible•There is an opportunity to move beyond descriptiveMigration to ADW•Began in Jun 2018•Moved Simple Workloads First•Homegrown ETLs•Packaged ETLs•Finished in Nov 2020Views EnterpriseDataWarehouseMarketSpecific OperationalReports LocalReports BI Frontend Applications OLAP EnvironmentExtraction(ETL)GRAPE adirace REFCO . . . Local Applications SAPDeliveryTMG BI LandscapeWMS TMG DW TMaG Universes MetadataLayer Dashboards / Mobile Reports Alerts, Proactive Notification,Self Service Scheduling Mobile BI: iPhone, iPadADWBenefits and ChallengesBenefits•Co-located Data Assets•Faster / More Frequent Load Times•Faster Report Refresh / Performance•Other ADW Benefits:Challenges•Upgraded ETL package at the same time•Performance impact of wide tables•Learning new technologies / techniques•Working with multiple vendorsQuestions?The New Self-Service Data W arehouse:The No-Hassle Data Engine for Next-Level InsightsCustomer Spotlight: Biju ThomasSenior Director, Global Oracle PracticeData Intensity**************************Twitter: @biju_thomas“Before”•Global company –multiple currencies, disparate tools•Region specific reports, manual effort to build global company-wide financial reports •Manual process to estimate project profitability•Utilization reports used to take up to 8 hours of manual data gathering and XLS data massaging •On-premises EBS, On-premises OBIEETime & LaborProject ExpenditureSolution and Components•Global reporting capability •10x faster performance •Multiple dashboards•Faster drill down to see details •Easy Excel outputs from OAC •Easy integrations•Light administrative overhead•BI team owns and operates ADW/OAC •Auto-scaling for month-end requirements •New ways to combine and analyze data•Easy to accommodate new users and newanalysis requirements.SupplementalData EntryTasks & TimeProject InfoAutonomous DWOracle Analytics CloudTime & Labor Project ExpenditureCase StudiesDBCSContactData Intensity | LinkedInData Intensity (@DataIntensity) | TwitterData Intensity | Facebook。
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Time as fleeting, dies speeding wheel of history, 2013's calendar is a one quietly turn, along with the pace of the times, looking back at myself a year to experience wind and rain away, I make the following personal summary of the work:
I. Review of the Work
2013 was an unusual year, the 60th anniversary of the grand celebration to bring everyone in China extremely encouraging and shocking, and in rejoicing in the motherland strong, proud people's well being summarized in the individual's work, I do feel more their work is noble mission of each staff member.
1) Jia Ruhong prevalence has nearly half the team out, let me into this much warmth and harmony, and I thank my colleagues care and work actively cooperate, nearly into the company, I know just the right tile of the conceivable, country homes through learning let me quickly into the ceramics that have strong competition in the industry, our company's brand (Grice) conducted in-depth understanding.
2) learning through this six tiles I personally feel that our company in the market has certain advantages (cheap goods America), but now the designer of the antique brick and propensity score is known, our company's antique brick ( camel) in the market have certain characteristics, but also by the designer's welcome, but supply and quality makes us feel a headache.
3) for doing home improvement design company Our company is difficult for designers to manipulate the price.
Two work plans
'Hard work, practical man' has always been my motto. While we work hard, but we always have perfect from step away, after six months of hard work, work is not a big improvement, there is no major mistakes, mediocre performance makes me see more clearly the problems of their own
1) to strengthen the source of resources and consolidation of the entire nucleus, forming their own customer circle.
2) For a strong competitor with complex customer relationships make certain effective countermeasures
3) designer aspect I personally have been operating without a clear idea of the program hope to break through this year.
4) self-extracting, attitude adjustment, innovation and change. Attitude determines the quality of
the work, so you want to keep working to adapt, and to control the direction of positive optimism, always greeted with enthusiasm daily work and challenges. Innovation is the soul of a nation, the only constant in the thinking and innovation, in order to work out the highlights.
Three to find a good beacon positioning life
'The road is long Come, happiness and earth.' Our way of life will continue to move forward through ups and downs, so take each step is crucial that everyone should find a good life buoy, to find a their own way to go to the trials and hardships on the way to realize their value, to see the rainbow after the rain.
I entered the building materials distribution industry is always done, 'project', 'works' in this business seems to be highly sophisticated, but from these years of work experience, I realize a lot, in fact, what is being done is not important is to be willing to learn and work hard, give yourself a good bit, each a work can explore their potential, because human potential is endless. Just entered this profession when visiting customers and let yourself feel timid self-esteem, even that they really are not suitable for the job, but he has been more insistent. Stubborn and do not throw in the towel, God is not innocent heart, slowly found they can overcome this obstacle, the site complex relationships not so terrible, and no longer worry about guests ignore me, not a long time to come with me signing a big anti-flicker, and gradually find its own direction. Maybe we do not know what will happen tomorrow, but I know I should do today.
Silence, walking eternity. We crossed a hurdle towards tomorrow, do their work, striving to their own masters, tomorrow would be better fixed!。