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CEGR 492 · AI Tutor · AI Assistants

AI Advisor

Field review: the conversation in which a scope, a constraint or a decision is actually settled.

AI Advisor Dashboard

Mock AI advisor reasoning over your proposal data — recommendations, health gauges, meeting prep, and insight trends.

Today's top recommendation

Complete your objectives before writing methodology.

Chapter 3 methods must map one-to-one to objectives. Two objectives are still unmeasurable.

criticalMethodology~45 min
Open module

Proposal health summary

57score

Chapter Completeness

Chapter 1 strong, Chapter 3 early.

62score

Engineering Depth

Add quantified evidence and governing cases.

55score

Literature Strength

Needs more peer-reviewed bridge sources.

40score

Methodology Strength

Methods not yet mapped to every objective.

33score

Design Readiness

Load combinations and criteria pending.

Upcoming tasks

  1. 1. Retrofit approach selection
  2. 2. Field data collection window
  3. 3. Scope boundary for approaches

Advisor suggestions

  • Tighten objective 3 measurability
  • Add drainage analysis to methodology
  • Require citation for corrosion rate assumption

Recent feedback

  • Tighten objective 3 measurability
  • Add drainage analysis to methodology
  • Require citation for corrosion rate assumption

Educational guidance only. AI suggestions use mock logic and placeholder data; they are not verified engineering design and do not replace your advisor's or a licensed engineer's judgment.

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