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AI & human review

AI-assisted, human-reviewed.

Eshmere uses AI support to organise tender information, draft structured analysis and surface risks while keeping customer-facing outputs under human review.

Trust modelClear boundaries, useful confidence
01Monitor

Signals are organised against the supplier context.

02Analyse

Fit, risk, timing and evidence gaps are easier to inspect.

03Review

Higher-risk service outputs stay under human review.

04Approve

Customer-facing work is checked before use.

05Customer decides

Final claims and submission decisions stay with the customer.

Controls in plain English

How this boundary works.

Where AI may assist

AI support can help organise information and prepare review-ready structure.

  • Opportunity triage
  • Tender summary support
  • Evidence gap organisation
  • Draft structure
  • Internal review preparation

Where human review remains required

Higher-risk conclusions and customer-facing outputs need people in the loop.

  • Bid or no-bid recommendations
  • Readiness conclusions
  • Client-facing reports
  • High-risk service outputs
  • Final delivery approval

What is not live by default

Eshmere does not treat AI assistance as an automatic customer-facing decision-maker.

  • Customer-facing AI chat
  • Automatic bid submission
  • Unreviewed service outputs

Reference route

Where to go next.

Next step

Use AI assistance with review where it matters.

Explore the platform and solution paths to see how monitored opportunities can move into reviewed support.