Emily | ESG Data Collection Agent logo

Emily | ESG Data Collection AgentAI 代理,自动化 ESG 与碳数据的收集、验证和报告。

4.3 (4)
Daniel Nikulshyn审阅者 Daniel Nikulshyn·更新 2026年7月

概览

Emily 是一款 AI 代理,旨在简化组织内部收集 ESG 与碳核算数据的繁重工作。它主动联系内部利益相关者和供应商,索取所需的文件和指标,并将回复整合为结构化数据集,便于后续分析。 除了收集,Emily 还能对收到的数据进行完整性和一致性验证,标记异常,并帮助准备符合常见可持续发展框架的报告。这大幅降低了可持续发展团队的手动工作量,缩短了报告周期。 该工具适用于管理复杂排放足迹、供应商网络或监管披露的企业,帮助其以可扩展的方式保持 ESG 数据的准确性并随时准备审计。

主要功能

  • 自动化的利益相关者与供应商外联
  • 数据验证与异常检测
  • 碳核算计算
  • ESG 报告框架支持
  • 集中式数据整合
  • 符合审计要求的文档

价格

模型
Free
分类
緶制器
评分
4.3 / 5 (4)

使用场景

自动化供应商排放数据收集

Emily 主动联系供应商,索取所需的碳与 ESG 指标,并将回复整合为结构化数据集,帮助可持续发展团队摆脱手动跟进。

在报告前验证 ESG 数据

自动检查进入的数据是否完整一致,标记异常,使团队在披露或审计前纠正问题。

加速监管 ESG 披露

准备符合常见可持续发展框架的审计就绪文档,帮助企业缩短监管披露所需的报告周期。

在业务单元间集中碳核算

协调内部利益相关者的数据请求,将排放输入统一汇总,为企业级碳核算提供支持。

优点 & 缺点

优点

  • 自动化重复性的数据收集任务
  • 验证输入以降低错误
  • 加速 ESG 与碳报告周期
  • 跨供应商和业务单元的可扩展性

缺点

  • 需要供应商合作才能实现全面覆盖
  • 输出质量取决于源数据的准确性
  • 对于小众框架可能需要进行配置

评测

4.3

4 个评分的平均值。

5
1
4
3
3
0
2
0
1
0

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Ahmed Saleh

Ahmed Saleh

May 11, 2026

Use it every day

Honestly didn't expect to like it this much. Audit-ready documentation is exactly what I needed, and scales across suppliers and business units. I do wish may need configuration for niche frameworks, but I reach for it almost every day now and it just clicks.

Naomi Suzuki

Naomi Suzuki

Dec 15, 2025

Compared a few options

Evaluated this against two competitors. Where it wins: carbon accounting calculations and speeds up ESG and carbon reporting cycles. Where it lags: output quality depends on source data accuracy. On balance the feature set — especially automated stakeholder and supplier outreach — justifies the 4 stars for our use case.

WC

Wei Chen

Jul 12, 2025

Years in this space

I've evaluated a lot of these over the years. What stands out here is carbon accounting calculations — handled better than most — and validates inputs to reduce errors. Output quality depends on source data accuracy is my one real gripe. Worth the time if this is your use case.

Yuki Mori

Yuki Mori

Jun 19, 2025

Compared a few options

Evaluated this against two competitors. Where it wins: eSG reporting framework support and scales across suppliers and business units. Where it lags: requires supplier cooperation for full coverage. On balance the feature set — especially data validation and anomaly detection — justifies the 4 stars for our use case.

问答

What ESG reporting frameworks does Emily support for generating audit‑ready reports?

Emily prepares reports aligned with common sustainability frameworks (e.g., GRI, SASB, TCFD), providing audit‑ready documentation that matches regulatory disclosure requirements.

Asked by Lior Ben-David · Apr 14, 2026

Can Emily integrate with existing supplier portals to request documents automatically?

Yes, Emily reaches out to internal stakeholders and external suppliers via automated outreach, requesting the required ESG and carbon metrics and consolidating the responses into a structured dataset.

Asked by Oscar Lindqvist · Mar 25, 2026

How does Emily handle data validation and anomaly detection for ESG submissions?

Emily automatically checks incoming data for completeness and consistency, flags any anomalies, and highlights gaps so users can resolve issues before reporting, reducing manual error‑checking.

Asked by Halima Bello · Dec 24, 2025

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