Step 4: Case Synthesis

Build a coherent case model from extracted entities

Back to Case

Objectivity of Engineer Retained as Expert

Step 4 of 5

Four-Phase Synthesis Pipeline

Entity Foundation

Passes 1-3

Analytical Extraction

2A-2E

Decision Synthesis

E1-E3 + LLM

Narrative

Timeline + Scenario

Phase 1 Entity Foundation

99 entities

Pass 1: Contextual Framework

7 Roles
16 States
9 Resources

Pass 2: Normative Requirements

9 Principles
8 Obligations
6 Constraints
14 Capabilities

Pass 3: Temporal Dynamics

30 Temporal Dynamics

Phase 2 Analytical Extraction

2A: Code Provisions 4

LLM detect algorithmic linking Case text + Phase 1 entities

II.1.c. Engineers shall not reveal facts, data, or information without the prior consent of the client or employer except as authorized or required by law or ...

II.3.a. Engineers shall be objective and truthful in professional reports, statements, or testimony. They shall include all relevant and pertinent information...

II.4.b. Engineers shall not accept compensation, financial or otherwise, from more than one party for services on the same project, or for services pertaining...

III.4.b. Engineers shall not, without the consent of all interested parties, participate in or represent an adversary interest in connection with a specific pr...

2B: Precedent Cases 4

LLM extraction Case text

BER Case 76-3 supporting

An engineer must avoid conflicts of interest; when an engineer serves one party while retained by another with potentially conflicting interests, a conflict of interest is inevitable and unacceptable.

BER Case 74-2 distinguishing

linked

A part-time consultant arrangement with a municipality does not preclude an engineer from providing normal engineering services to the same municipality, provided the engineer's loyalties are not divided.

BER Case 82-2 supporting

linked

An engineer who releases confidential client information (such as a report) to an opposing party without consent violates the Code of Ethics, specifically Section II.1.c.

BER Case 82-6 supporting

linked

An engineer retained by one party (e.g., a government client) may not ethically agree to represent an opposing party's interests in the same matter without the former client's consent, per Section III.4.b.

2C: Questions & Conclusions 15 15

Board text parsed LLM analytical Q&C LLM Q-C linking Case text + 2A provisions

Questions (15)

Question_1 Was it ethical for Engineer A to agree to provide a separate engineering and safety analysis report?

Question_101 Even though Engineer A's original engagement was terminated and his fee paid in full, did the manner of termination (because his findings were unfavor...

Question_102 Should Engineer A have sought Attorney Z's consent before accepting the adverse engagement, given that he retained knowledge and information from the ...

Question_103 Does Attorney X's awareness of Engineer A's prior unfavorable finding for the plaintiff, and his motive in seeking to retain him for that reason, rais...

Question_104 Would the outcome differ if Engineer A had disclosed to Attorney Z at the time of termination that he might be approached by opposing counsel, and had...

Question_201 How should Engineer A's duty of confidentiality and loyalty to former client Attorney Z be balanced against his professional obligation to provide an ...

Question_202 Does the principle of Objectivity in Expert Reports, which suggests an engineer's findings should be independent of who retains him, conflict with the...

Question_203 If Engineer A's objectivity led him to conclude the plaintiff was at fault, does his subsequent willingness to work for the defendant actually reinfor...

Question_204 How should the Duty of Trust and Loyalty to Former Client be weighed when the former client relationship ended in an adverse finding against that same...

Question_301 From a deontological perspective, did Engineer A fulfill his duty of loyalty and confidentiality to his former client, Attorney Z, by subsequently acc...

Question_302 Did the fact that Engineer A's report to Attorney X would be objective and truthful justify his accepting the adverse retention, from a consequentiali...

Question_303 Did Engineer A act with professional integrity when he agreed to work for Attorney X knowing that Attorney X was motivated to retain him precisely bec...

Question_401 If Attorney Z had given consent for Engineer A to be retained by Attorney X, would the Board still have concluded that the second engagement was uneth...

Question_402 If Attorney X had sought out Engineer A without any knowledge of his prior adverse finding for the plaintiff, would the Board still have found the ret...

Question_403 If Engineer A had not acquired any specialized or confidential case knowledge during the plaintiff engagement (e.g., his review ended before substanti...

Conclusions (15)

Conclusion_1 It was unethical for Engineer A to agree to provide a separate engineering and safety analysis report.

Conclusion_101 The Board's finding of a violation rests not merely on the fact of successive retention by adverse parties, but on the absence of consent from the for...

Conclusion_102 The Board's reasoning implicitly treats confidentiality and loyalty obligations to a former client as surviving termination of the engagement, even th...

Conclusion_103 The Board's conclusion does not fully resolve the tension between Engineer A's duty of objectivity (which would seem to permit or even require him to ...

Conclusion_201 Regarding Q101: The manner of termination does not extinguish Engineer A's confidentiality and loyalty obligations to Attorney Z. Full payment of fee ...

Conclusion_202 Regarding Q102: Engineer A should have sought Attorney Z's consent before accepting the adverse engagement. Because he retained specialized case knowl...

Conclusion_203 Regarding Q103: Attorney X's motive in seeking out Engineer A specifically because of his prior unfavorable finding for the plaintiff does raise a dis...

Conclusion_204 Regarding Q201: The Board's implicit resolution of this tension favors confidentiality and loyalty over an unqualified right to provide objective repo...

Conclusion_205 Regarding Q301: From a deontological perspective, Engineer A did not fulfill his duty of loyalty and confidentiality to Attorney Z. Even though his re...

Conclusion_206 Regarding Q302: A consequentialist analysis does not rescue Engineer A's decision. Even if the report to Attorney X was objective and truthful, and ev...

Conclusion_207 Regarding Q401: If Attorney Z had consented to Engineer A's retention by Attorney X, the ethical calculus would likely change substantially. Precedent...

Conclusion_208 Regarding Q403: Even absent acquisition of confidential substantive findings, the existence of a completed retention and adverse relationship with Att...

Conclusion_301 The case demonstrates that Conflict of Interest in Successive Retentions functions as a threshold, gatekeeping principle rather than one to be balance...

Conclusion_302 Confidentiality Owed to Former Client and Duty of Trust and Loyalty to Former Client are treated as surviving the formal termination of the engagement...

Conclusion_303 Objectivity in Forensic Report, while a core professional value, cannot cure or excuse a violation of Conflict of Interest in Successive Retentions; t...

2D: Transformation Classification

oscillation 62%

LLM classification Phase 1 entities + 2C Q&C

Engineer A's duty status cycles from plaintiff-side obligation (Attorney Z) to an attempted defendant-side obligation (Attorney X) within the same factual matter; the Board intervenes to say this oscillation cannot occur without the former client's consent, effectively halting the cycle rather than allowing it to complete, and implying that with consent the same oscillation would be permissible (C2, C11).

Reasoning

Engineer A's professional obligation moved back and forth between two adverse parties in the same underlying matter—first bound to Attorney Z's plaintiff-side case, then attempting to re-engage on Attorney X's defendant-side case. The Board's ruling treats this as an illegitimate 'to and fro' between two sets of professional rules (loyalty/confidentiality to a former client versus objectivity owed to a new retaining party), and blocks the second swing absent consent, showing the framework's oscillation pattern operating at the level of successive, adverse engagements rather than a single clean handoff or an unresolved standoff.

2E: Rich Analysis (Causal Links, Question Emergence, Resolution Patterns)

LLM batched analysis label-to-URI resolution Phase 1 entities + 2C Q&C + 2A provisions

Causal-Normative Links (6)

CausalLink_Initial Engagement Acceptance Accepting the initial engagement is what creates Engineer A's access to confidential information, and it is precisely this access that later makes acc...

CausalLink_Service Termination Service Termination is a direct consequence of Engineer A's objective disclosure, illustrating that fulfilling the duty of objectivity can carry real ...

CausalLink_Retention Solicitation Attorney X's solicitation, prompted by awareness of the adverse finding, is the causal trigger that leads Engineer A into the ethically fraught decisi...

CausalLink_Adverse Finding Disclosure Disclosing the adverse finding fulfills the duty to be objective and is guided by the principle of objectivity, but because it causes the client to te...

CausalLink_Adverse Party Engagement Acceptance Accepting the adverse party engagement violates the duty to protect the former client's confidential information and the duty to obtain consent, and t...

CausalLink_Failure to Consult Former Client By failing to obtain the former client's consent before accepting engagement with the adverse party, Engineer A violated Section III.4.b, and this omi...

Question Emergence (15)

QuestionEmergence_1 The question arises because the same set of facts, a terminated fee-paid engagement followed by a successive adverse retention with retained confident...

QuestionEmergence_2 The question arose because the sequence of events, an unfavorable finding followed immediately by termination and full payment, creates ambiguity abou...

QuestionEmergence_3 The question emerged because Engineer A moved from representing Attorney Z's client to working against that same client's interests while still posses...

QuestionEmergence_4 The question arises because the case record establishes only Engineer A's ethical duties, not Attorney X's, leaving unresolved whether an attorney's s...

QuestionEmergence_5 The question arises because the actual case lacked any disclosure or consent at termination, leaving open whether a different sequence of actions, pro...

QuestionEmergence_6 The question arises because Engineer A's successive adverse retention forces two legitimate professional duties, safeguarding former client trust and ...

QuestionEmergence_7 The question arises because a single set of facts, an engineer moving from representing a plaintiff to working for an adverse party in a related matte...

QuestionEmergence_8 The question arises because the ethical significance of Engineer A's honest adverse finding is ambiguous, it can be read as proof of impartiality that...

QuestionEmergence_9 The question emerged because an adverse finding effectively ended the loyalty-based relationship with Attorney Z, yet the engineer retained confidenti...

QuestionEmergence_10 The question emerges because Engineer A's transition from plaintiff-side to defense-side retention in the same matter creates a structural conflict be...

QuestionEmergence_11 The question arises because the good consequence of an objective, truthful report is used to try to excuse a structural conflict of interest, forcing ...

QuestionEmergence_12 The question arises because Engineer A's technical objectivity in the first case created value that a new attorney sought to exploit, forcing a confli...

QuestionEmergence_13 The question emerges because the Board's actual finding rested on the missing consent as the trigger for unethical conduct, so hypothetically supplyin...

QuestionEmergence_14 This question arose because the case facts conflate two distinct triggers for the conflict, the mere fact of successive adverse retention and the susp...

QuestionEmergence_15 The question arose because the Board's actual finding rested on both confidentiality and consent grounds, and altering the underlying facts (no confid...

Resolution Patterns (15)

ResolutionPattern_1 Given that Engineer A possessed confidential information and awareness of a prior adverse finding, and that Attorney Z's consent was never sought, the...

ResolutionPattern_2 Because Attorney Z's consent was absent, the board reasoned that this procedural gap, not the successive retention itself, was what rendered the condu...

ResolutionPattern_3 Even though the engagement ended with full payment and an outcome adverse to the client, the board reasoned that the confidentiality and loyalty oblig...

ResolutionPattern_4 Although Engineer A's report to Attorney X could remain accurate and objective, the board reasoned that this truthfulness does not resolve the deeper ...

ResolutionPattern_5 Because payment and termination only closed the contractual relationship and did not address the confidentiality attached to information learned durin...

ResolutionPattern_6 Given that Engineer A carried case-specific knowledge and confidential information from the plaintiff-side work into a new engagement for the adverse ...

ResolutionPattern_7 Because Attorney X deliberately sought Engineer A out on account of his earlier adverse finding for the plaintiff, the Board reasoned this motive comp...

ResolutionPattern_8 Since Engineer A's objectivity presupposed a legitimate engagement in the first place, the Board concluded that objectivity could not override the unr...

ResolutionPattern_9 Even though the plaintiff engagement was terminated and fully paid, the Board reasoned that duties of confidentiality and non-adversity toward Attorne...

ResolutionPattern_10 Although the report to Attorney X was objective and arguably served the truth-seeking function of litigation, the Board concluded that this beneficial...

ResolutionPattern_11 Given a hypothetical fact pattern in which Attorney Z consented, and drawing on the consent-based resolution in BER Case 82-6, the board reasoned that...

ResolutionPattern_12 Because the successive-retention conflict rests on the fact of adverse retention and awareness of posture rather than solely on confidential content, ...

ResolutionPattern_13 Given the missing consent from Attorney Z, the board treated the conflict-of-interest principle as a gatekeeping threshold, concluding that Engineer A...

ResolutionPattern_14 Because Attorney Z's termination and full payment addressed only the contractual relationship and not Engineer A's retained knowledge, the board concl...

ResolutionPattern_15 Although Engineer A's willingness to serve the defendant could be explained by his good-faith objectivity in the original finding, the board concluded...

Phase 3 Decision Point Synthesis

Decision Point Synthesis (E1-E3 + Q&C Alignment + LLM)

E1-E3 algorithmic Q&C scoring LLM refinement Phase 1 entities + 2C Q&C + 2E rich analysis

E1
Obligation Coverage
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E2
Action Mapping
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E3
Composition
-

Q&C
Alignment
-

LLM
Refinement
-

Phase 4 Narrative Construction

Narrative Elements (Event Calculus + Scenario Seeds)

algorithmic base LLM enhancement Phase 1 entities + Phase 3 decision points

4.1
Characters
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4.2
Timeline
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4.3
Conflicts
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4.4
Decisions
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Review Entities & Commit View Synthesis

Step 4: Case Synthesis

Four-Phase Synthesis Pipeline

Phase 1 Entity Foundation

Pass 1: Contextual Framework

Pass 2: Normative Requirements

Pass 3: Temporal Dynamics

Phase 2 Analytical Extraction

2A: Code Provisions 4

2B: Precedent Cases 4

2C: Questions & Conclusions 15 15

2D: Transformation Classification

2E: Rich Analysis (Causal Links, Question Emergence, Resolution Patterns)

Phase 3 Decision Point Synthesis

Decision Point Synthesis (E1-E3 + Q&C Alignment + LLM)

Decision Points

Phase 4 Narrative Construction

Narrative Elements (Event Calculus + Scenario Seeds)