Private AI Solution私有 AI 解决方案

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Everyday AI Habits Leak Data日常使用 AI 的习惯,正在泄露数据

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  1. Paste a Contract粘贴合同 Client terms, in a chatbot.客户条款,进了聊天机器人。
  2. Upload a Payroll File上传薪资文件 Staff pay, on a stranger’s server.员工薪资,存进陌生人的服务器。
  3. Record the Meeting录下会议 Board talk, in a free notetaker.董事会讨论,进了免费记录工具。

Nobody Told Them没有人提醒过他们

Free tools may keep it. It cannot be recalled.免费工具可能会保留数据,而且无法收回。

Your Corporate Data Is at Risk.您的企业数据正面临风险。

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  • Pasted into public chatbots粘贴到公共聊天机器人
  • Uploaded to unvetted AI tools上传到未经审核的 AI 工具
  • Stored on servers you don’t control存放在您无法控制的服务器上

Bring the AI to the Data让 AI 走到数据身边

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Cloud AI云端 AI Drawings图纸 Contracts合同 Payroll薪资 Tenders招标文件 Public AI公共 AI Data Leaves数据外流 Private AI私有 AI Drawings图纸 Contracts合同 Payroll薪资 Tenders招标文件 Your AI Server您的 AI 服务器 0 Bytes Out零字节外流
  • Read in Minutes几分钟读完
  • Agents Draft, People Approve智能体起草,人来批准
  • Cited to the Page出处精确到页码

Private AI. Local by Design.私有 AI,本地部署

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  1. km

    Local本地 Between your data and the AI数据与 AI 之间的距离 Cloud AI: an overseas data centre云端 AI:海外数据中心

  2. B

    Private私有 Sent outside your walls发送到公司外部的数据 Cloud AI: every prompt sent out云端 AI:每条提示词都外发

  3. RM

    Owned自有 In token bills, ever永远没有 token 账单 Cloud AI: billed per token云端 AI:按 token 计费

Private AI Architecture私有 AI 架构

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Your Private AI Server您的私有 AI 服务器
  1. L6 Channels接入渠道 Workspace工作区Chrome ExtensionChrome 扩展Voice Dictation语音听写Public API公共 API
  2. L5 3Harness EngineeringHarness 工程 Agent Loop智能体循环Orchestrator编排器Browser Agent浏览器智能体Memory记忆Approvals审批
  3. L4 Tools and Skills工具与技能 Tool Calling工具调用MCP ConnectorsMCP 连接器Skill Library技能库Web Search联网搜索WebhooksWebhook
  4. L3 2RAG EngineeringRAG 工程 OCROCR 文字识别Embeddings向量嵌入Vector Search向量检索Reranker重排序器Access Rules访问规则
  5. L2 1Models模型 Local LLM本地大模型Model Routing模型路由Image Engine图像引擎
  6. L1 Security安全 Sign-In and 2FA登录与双重验证Roles角色Audit Log审计日志Password Block密码拦截Rate Limits速率限制
  7. B1 Operations运维 Usage Metering用量计量Live Health实时健康Self-Update自动更新
Encrypted SSH · Outbound Only · No Inbound Ports加密 SSH · 仅出站 · 无入站端口

1 LLM AI Ranking - 1 Oct 2026(1) 大模型 AI 排名 - 2026 年 10 月 1 日

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Artificial Analysis Intelligence IndexArtificial Analysis 智能指数Top 25 models · higher is better前 25 名模型 · 分数越高越好 Open, Free for Business Use开放权重,可免费商用 MIT / Apache 2.0
58
Claude Opus 5.5
56
Claude Sonnet 5.5
53
Claude Fable 5.1
53
GPT-6 Astra
52
GPT-6.1 Sol
48
Muse Spark 1.3
48
GPT-6 Sol
46
Grok 4.7
46
MiMo-V2.6-Pro
45
Qwen3.8 Max
45
GLM-5.3
44
Step 5 Preview
44
Kimi K3
42
GPT-5.6 Terra
42
GLM-5.3-Flash
41
Gemini 3.8 Flash
40
Qwen3.8 2.4T A95B
40
Qwen3.8-Flash-Next
39
DeepSeek V4.1 Flash
38
MiMo-V2.6-Flash
37
GPT-6 Luna
36
DeepSeek V4 Pro 0813
35
DeepSeek V4 Flash Vision
34
JT-4.1 Flash 236B A21B
34
Qwen3.8 27B

Source: Artificial Analysis Intelligence Index v4.3.2, artificialanalysis.ai, read 30 Sep 2026. Top 25 models, each at its highest-scoring setting (Qwen3.8 27B: xhigh). Licences as listed on each model’s page; check the licence before production use. Logos are their owners’ trademarks, shown to identify each model.数据来源:Artificial Analysis 智能指数 v4.3.2(artificialanalysis.ai),2026 年 9 月 30 日读取。前 25 名模型,均取各自得分最高的设置(Qwen3.8 27B:xhigh)。许可信息来自各模型页面,投入生产前请核对许可。各商标归其所有者所有,此处仅用于标识模型。

Size the Server, Live实时估算服务器规格

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Context上下文
Best Value最优性价比 RM 0
  • 0tok/s each*每人 token/秒*
  • 0sessions held可承载会话
  • 0kW

Every Option全部方案

    * Estimated decode speed per user, every session at full context. Network switches for multi-box builds not included.* 每位用户的估算解码速度,所有会话均按满上下文计算。多机方案的网络交换机未计入。

    2 RAG Engineering(2) RAG 工程

    VYROX
    1. 1Read读取Text, Tables, Drawings文本、表格、图纸
    2. 2Split切分Into Chunks切成文本块
    3. 3Embed嵌入As Vectors转为向量
    4. 4Search检索Meaning + Keywords语义 + 关键词
    5. 5Rerank重排序Best Match First最相关优先
    6. 6Answer回答Cited From Files回答注明出处

    2 RAG Engineering(2) RAG 工程

    VYROX
    Knowledge BasesDocuments you can see and manage
    LibrarySharedBases
    Filter by namenotice of claim NamesContents
    By BaseBy TypeRecent UploadNew
    Contracts234Local OnlyCan Edit
    • HTMLWarranty and Defects Liability Terms.htmlContracts · 12 KB
    • DOCXProcurement Approval Limits.docxContracts · 48 KB
    • DOCXContract Clause Library.docxContracts · 61 KBIndexing
    • DOCXNotice of Claim.docxAI GeneratedContracts · 9 KBIndexing

    3 passages, best match first

    • DOCXContract Clause Library.docx96%

      20.1.1 … give notice of any claim … within 28 days after becoming aware …

    • DOCXNotice of Claim.docxAI Generated91%

      We give notice of a claim for extension of time … within 28 days …

    • DOCXContract Clause Library.docx72%

      20.2.1 A fully detailed claim … shall be submitted within 42 days after the event.

    Contract Clause Library.docxIndexed and ready to search
    Notice of Claim.docxSaved to Contracts
    CloseSelect All
    DOCXContract Clause Library.docx
    AI AgentLocal Model
    How many days do we have to give notice of a claim?
    Searched 3 Knowledge Bases

    Give notice within 28 days of becoming aware

    Miss it, and the claim is time-barred

    Your draft notice is already saved

    Sources
    Checked Against the Source
    Ask about your documents

    3 Harness Engineering - Agentic AI(3) Harness 工程 - 智能体 AI

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    Your Private Server您的私有服务器 Memory记忆 Platform平台 Organisation组织 Agent智能体 Person个人 Task任务 Governed Write受管控写入 Clean清洗 Screen筛查 Compare比对 Decide决定 Refused拒绝 Passwords密码IC Numbers身份证号Bank Accounts银行账号 Decided已决定 Store存储Revise修订Hold for Review待审核 1You您Ask提问 2Roles角色Access Check权限检查 3Agent智能体Plan规划 4Tools工具Act执行 5Approval审批Sign-Off签批 6Answer回答With Record留有记录 Audit Log审计日志 Every Change Versioned每次变更都有版本 Forget Means Gone遗忘即彻底删除 Every Read Logged每次读取都有记录 Read读取 Write写入 Repeat Until Done循环直到完成 Custom LangGraph

    Unlimited AI Agents无限 AI 智能体

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    Apps应用Where You Work With It您与智能体协作的地方 Task Summary任务摘要 Web Browser网页浏览器 Knowledge Bases知识库 To-Do Lists待办清单 Scheduled Tasks定时任务 Capabilities能力What Extends the Agent扩展智能体的方式 Tools工具Read, Write, Calculate读取、写入、计算 MCP ServersMCP 服务器Open Standard to Any System开放标准,连接任何系统 Connectors连接器ERP, CRM, HR, AccountingERP、CRM、人事、会计 Skills技能Know-How, Loaded on Demand专业经验,按需加载 Commands命令One Word Runs a Workflow一个词,启动一套流程 Plugins插件Bundles of the Above以上能力的组合包 Extensions扩展Agent Inside Browser and Apps智能体嵌入浏览器与应用 Apps应用Picks the Right One per Task每个任务自动选对应用 AI AgentAI 智能体 More Useful更有用More Powerful更强大More Helpful更得力 Custom LangChain

    Your Tender Pack, Worked In-House.您的招标文件,在内部完成处理。

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    10 / 10Final Submission Audit递交前终审Audit Passed. Ready to Submit.终审通过,可以递交。

    Run the final submission audit. If it passes, ask the GM to sign off.

    AiServa
    Used 3 tools
    • Audited the Submission (214 requirements, 46 items)
    • Rechecked the Fixes (5 items, 2 errors)
    • Scored Readiness (100 of 100)

    Audit passed: all 214 requirements met, all 46 items in and both errors fixed. The sign-off request is ready.

    PDFViewDownload

    Email Draft

    To

    Subject

    Send Email

    :

    Answers use only organisation data you are allowed to see. AI can make mistakes: check before acting.

    To-Do List2 open, 0 overdue
    Today 1UpcomingFlaggedAllDone
    Add a to-do, like: call Ali at 3pmAdd

    Show

    Overdue (0)

    Today (0)

    Wednesday (0)

    Thursday (0)

    Friday (0)

    1. Submit Tender, Port ExpansionFri, 12:00 PM0/4WorkAI AgentHigh
    Plan My Day
    CalendarTuesday, 29 September
    ‹September 2026›Today
    MonthWeekDayList

    Today

    1. Tender Kick-OffMeeting Room 39:00 AM9:30 AM
    New Event
    Web Browser
    Tender Brief, Port Expansion.pdf
    Tender Brief, Port Expansion.pdf

    Tender Pack7 documents

    • PDFSpecification412 p
    • PDFForms and Schedules216 p
    • PDFDrawings138 p
    • PDFBill of Quantities96 p
    • PDFConditions of Contract88 p
    • PDFSite Investigation64 p
    • PDFInstructions to Tenderers48 p

    1,062pages read

    Key Factscited

    • ClosingFri 9 Oct, 12 PM1
    • Bid Bond5% of the sum2
    • Delay DamagesRM 45k a day3
    • Validity120 days1
    • Site VisitThu 1 Oct1
    Web Browser
    Requirements Register.xlsx
    Requirements Register.xlsx

    214requirements61 mandatory

    • Technical 88
    • Commercial 46
    • Legal 34
    • Safety 28
    • Quality 18

    Requirements Register214 rows · each cited

    1. R-001Bid bond, 5% of the tender sumITT 7Mandatory
    2. R-014Pile concrete C50/60, 75 mm coverSpec 5.3.2Mandatory
    3. R-037Project manager, 3 marine jobsITT 3.2Mandatory
    4. R-052ISO 9001, 14001 and 45001ITT 3.5Mandatory
    5. R-088Programme in Primavera P6Spec 1.8Scored
    6. R-121Marine piling method statementITT 9.2Scored
    Web Browser
    Compliance Matrix.xlsx
    Compliance Matrix.xlsx

    198of 214

    • Comply198
    • Partial11
    • Gap5

    Compliance Matrixneeds action first

    1. R-066Dredging, 2 vessels on callCheckingGap
    2. R-052ISO 45001, valid on closingCheckingGap
    3. R-088Programme in Primavera P6CheckingPartial
    4. R-102Local content, 30%CheckingPartial
    5. R-037Project manager, 3 marine jobsCheckingComply
    Web Browser
    Schedule A, Returnable Items.pdf
    Schedule A, Returnable Items.pdf

    Schedule A · Returnable Items46 required

    41 in the folder5 missing

    • !Bid Bond, 5%FNMon
    • !Form 3, SignedGMTue
    • !Form 7, SignedGMTue
    • !Dredging Method StatementEHWed
    • !ISO 45001, RenewedQAWed
    Web Browser
    Technical Proposal, Port Expansion.docx
    Technical Proposal, Port Expansion.docx

    Sections9 · 42 p

    1. 1Understanding the Works
    2. 2Methodology
    3. 3Marine Piling
    4. 4Programme
    5. 5Plant and Barges
    6. 6Key Personnel
    7. 7Quality Plan
    8. 8Safety Plan
    9. 9Relevant Experience

    Technical ProposalPage 12 of 42

    2. Methodology

    Piles are driven from a jack-up barge at the jetty head, in the morning tide windows. Each pile is cast in Grade C50/60 concrete with 75 mm cover, as Cl. 5.3.2 requires, and one pile in every ten is tested by PDA.

    2.1 Sequence

    Casing, boring, cage, tremie pour: one pile a day for each rig.

    EvidenceMS-014Jetty ASpec 5.3.2

    Web Browser
    Tender Price, Port Expansion.xlsx
    Tender Price, Port Expansion.xlsx

    Tender SumRM 186.4M

    • 412 items
    • Q4 rates
    • Addendum 2

    By TradeRM million

    • Piling70.8
    • Deck and Structures41.0
    • Revetment and Armour22.4
    • Preliminaries18.6
    • Margin, 9%16.8
    • Dredging14.4
    • Risk Allowance2.4
    Checked by Calculator
    Knowledge BasesDocuments you can see and manage
    LibraryBusinessSharedBases7

    Past Projects126 searched

    1. 94Jetty A2023 · RM 142M · marine pilingCase Study
    2. 88Wharf C Extension2021 · RM 96M · wharf, dredgingCase Study
    3. 81Bridge B22024 · RM 88M · marine bridgeCase Study
    Web Browser
    Risk Register.xlsx
    Risk Register.xlsx

    Risk Matrix14 risks

    3 High6 Medium5 Low

    1. 1Ground Risk, UncappedCl. 12.3RM 1.3M
    2. 2Weather DowntimeJetty A · 18 daysRM 0.6M
    3. 3Late Fender DeliveryJetty B · 6 weeksRM 0.5M

    Risk AllowanceRM 2.4M

    Web Browser
    Document Check Report.pdf
    Document Check Report.pdf

    Submission Folder38 files · 612 pages

    • PDFForm of Tender.pdf
    • PDFBid Bond.pdfWrong Tender No.
    • XLSXBill of Quantities, Priced.xlsxRM 12,400 Off
    • DOCXTechnical Proposal.docx
    • PDFProgramme, P6.pdf
    • PDFKey Personnel CVs.pdf
    • PDFCompany Certificates.pdf
    • Signatures
    • Stamps
    • Page Numbers
    • !Figures
    • !Tender No.
    Web Browser
    Submission Audit.pdf
    Submission Audit.pdf

    100of 100

    • Requirements Met214 / 214
    • Returnable Items46 / 46
    • Errors Fixed2 / 2
    • Risks Priced14 / 14
    • Price Cross-CheckedRM 186.4M

    Tender T-118 · Port ExpansionReady to Submit

    Signed Off

    Why Choose AiServa为什么选择 AiServa

    VYROX
    AiServa
    One Console一个控制台
    1. Manage Servers管理服务器 Pair in one line. Live stats.一行命令配对,实时统计。
    2. Manage Models管理模型 Install or switch in a click一键安装或切换
    3. Manage Tools管理工具 Turn each tool on per user按用户开关每个工具
    4. Manage Users管理用户 Roles, teams, 2FA login角色、团队、双重验证登录
    5. Manage Knowledge管理知识库 Company, team or private公司、团队或个人
    6. See Everything一览全局 Approvals and audit log审批与审计日志
    For Developers开发者 MCP ConnectorsMCP 连接器Link ERP, CRM, HR and more连接 ERP、CRM、人事等系统 Signed Webhooks签名 WebhookHMAC-signed, auto-retriedHMAC 签名,自动重试 REST API v1Scoped keys, rate-limited按范围授权的密钥,限流 GET /v1/usage200 OK

    Your Data Stays. The Work Gets Done.数据留在内部,工作照样完成。

    VYROX
    1. 01The Risk风险Cloud AI leaks your data云端 AI 会泄露数据
    2. 02The Answer答案Bring the AI to the data把 AI 带到数据身边
    3. 03The Build搭建Right model, right size选对模型,配对服务器
    4. 04The Proof实证Every team, real work, done各团队的真实工作,一并完成
    5. 05The Growth扩展Plugs in and stays governed即插即用,全程可控

    One AI Agent. Every Team. All Day.一个 AI 智能体,服务每个团队,全天候在线。

    VYROX

    17:30Project Manager项目经理Day Closed. Tomorrow Set.今日收工,明日就绪。

    Wrap up my day.

    AiServa
    Used 3 tools
    • Checked Your To-Do List (2 of 3 done today)
    • Updated Your To-Do List (Moved: Sign Subcon Claim 7, tomorrow 9:00 AM)
    • Checked Your Calendar (3 events tomorrow)

    Two of three done today. Subcon Claim 7 moves to 9:00 AM tomorrow, before Site Coordination.

    PDFViewDownload

    Email Draft

    To

    Subject

    Send Email

    To-Do List Updated:Moved: Sign Subcon Claim 7

    Answers use only organisation data you are allowed to see. AI can make mistakes: check before acting.

    To-Do List2 open, 0 overdue
    Today 1UpcomingFlaggedAllDone
    Add a to-do, like: call Ali at 3pmAdd

    Show

    Overdue (0)

    1. Reply to RFI-027Mon, 5:00 PMWorkHigh

    Today (0)

    1. Approve L6 Formwork InspectionToday, 12:00 PMWork
    2. Sign Subcon Claim 7Today, 5:00 PMTomorrow, 9:00 AMWork

    Wednesday (0)

    1. Submit Revised L7 Pour SequenceWed, 30 SepWorkAI Agent

    Thursday (0)

    1. Confirm Rebar Delivery, Supplier AThu, 1 OctWorkAI Agent

    Friday (0)

    1. Block C Tender SubmissionFri, 5:00 PM0/4WorkAI AgentHigh
    Plan My Day
    CalendarTuesday, 29 September
    ‹September 2026›Today
    MonthWeekDayList

    Today

    1. Site CoordinationLevel 7 Site Office9:00 AM9:30 AM
    2. Block C Tender ReviewMeeting Room 211:00 AM12:00 PM
    3. Lunch with QS TeamBangsar South1:00 PM2:00 PM
    4. Client Call: Block BFrom Google Calendar4:00 PM4:30 PM
    5. Focus: Block C PricingEvery Weekday until Fri4:30 PM5:30 PM
    New Event
    Web Browser
    Johor Data Centre Leads.xlsx
    Johor Data Centre Leads.xlsx

    Research Helper18 sources

    1. Hyperscale DC, Sedenak1RM 380M · closes NovFit
    2. DC Campus Ph 2, Kulai4RM 240M · closes OctFit
    3. Edge DC, Iskandar Puteri7RM 95M · closes DecFit
    4. DC Tower, Johor Bahru9RM 1.2B · closes OctM&E Only
    Web Browser
    Site Diary 29 Sep.pdf
    Site Diary 29 Sep.pdf
    Level 7 column and slab edge 1 2
    • 1Hairline crack, column C4
    • 2Edge protection missing

    Site Diary29 Sep · L7

    • WeatherFine
    • Manpower42
    • Plant2 cranes
    • Concrete86 m³
    • L7 Slab80%
    • NCRs2 raised
    Web Browser
    Receivables Aging.xlsx
    Receivables Aging.xlsx

    Receivables AgingRM · 29 Sep

    1.84MCurrent
    0.92M31–60
    0.41M61–90
    0.27M90+

    Past 60 days RM 680k

    • Client AReminder · 94 daysRM 312kSent
    • Client BReminder · 77 daysRM 214kSent
    • Client CReminder · 63 daysRM 154kSent
    Web Browser
    Supervisor Shortlist.xlsx
    Supervisor Shortlist.xlsx

    5of 212 CVs

    1. ARAhmad R.12 yrs · high-rise94Tue 10:00
    2. LWLim W. K.10 yrs · high-rise91Tue 11:30
    3. PSPriya S.9 yrs · infra88Tue 15:00
    4. TCTan C. H.11 yrs · high-rise86Wed 10:00
    5. FMFarid M.8 yrs · high-rise83Wed 14:00
    Web Browser
    Block B Handover Post.docx
    Block B Handover Post.docx
    YYour CompanyScheduled · Thu 9:00 AM
    Block B at handover

    Block B is handed over. On time, zero lost-time injuries. Thank you to every hand on site.

    Blok B telah diserahkan. Tepat pada masa, sifar kecederaan hilang masa. Terima kasih kepada semua di tapak.

    B座正式移交。准时完工，零工时损失事故。感谢每一位工地同仁。

    ENBM中文
    • LinkedIn
    • Facebook
    • Xiaohongshu

    Best SlotThu 9:00 AM

    ApprovalsWhen AI Agent or a colleague needs a yes from someone
    To DecideMy Requests

    LWDesignAsks

    CDManagementApproves

    Access7 Days

    PendingApproved
    • RequestKnowledge Base Access
    • Asking ForRead: Block C Tender
    • EndsBy itself in 7 days
    • RecordAudit log and email
    1. Tue
    2. Wed
    3. Thu
    4. Fri
    5. Sat
    6. Sun
    7. Mon
    8. Off
    Web Browser
    Tender Report Block C.pdf
    Tender Report Block C.pdf
    BidderPriceProgrammeTechnicalRecordTotal Bidder A 8888 79 Bidder B 6786 68 Bidder C 9898 86 Bidder D 9565 64 Bidder E 7778 71

    Recommend Bidder C · 86 / 100

    Your ChromeBrowser Controller at work
    cidb.gov.my/contractor-search

    Contractor Search

    1Bidder C Sdn Bhd2Search
    3Bidder C Sdn BhdG7ActiveUntil Mar 2027

    AiServa is working in this tabStop

    • Your Own Chrome
    • Approved Sites Only
    • Every Step Logged
    Web Browser
    Level 3 Markup.pdf
    Level 3 Markup.pdf
    • 1S-301Beam cover 25 mm, spec 40High
    • 2S-305Link spacing over limitMed
    • 3S-312Slab opening not on arch.Low
    Knowledge BasesDocuments you can see and manage
    LibraryBusiness1SharedBases
    1. Valuation 4
    2. INV-2026-0931
    3. Email to Client

    InvoiceINV-2026-0931 · 29 Sep 2026

    • Work Done to Date5,480,000.00
    • Less Previous Claims(4,230,000.00)
    • This Claim1,250,000.00
    • Less Retention 5%(62,500.00)

    Amount DueRM 1,187,500.00

    Checked by Calculator
    Web Browser
    PO-5521.pdf
    PO-5521.pdf

    Rebar · 180 tRM per tonne · need by 15 Oct

    • Supplier ARM 3,07015 Oct
    • Supplier BRM 3,01022 Oct
    • Supplier CRM 3,19012 Oct
    ApprovedPO-5521RM 552,600180 t × RM 3,070 · Supplier A · by 15 Oct
    Web Browser
    Block B O&M Handover Pack.pdf
    Block B O&M Handover Pack.pdf
    1. Architectural58p
    2. Structural44p
    3. Mechanical52p
    4. Electrical49p
    5. Plumbing31p
    6. Fire Protection38p
    7. Lifts27p
    8. Warranties41p
    9. As-Built Index34p

    374pages · 9 sections

    12 blank pages out

    Web Browser
    Block B Weekly Brief.pptx
    Block B Weekly Brief.pptx

    Progress68%Plan 71%

    Cost to DateRM 42.1MOn budget

    Safe Days412No LTI

    PlannedActual−3% · L7 slab