It also examined whether officers had been encouraged to treat customer refusal to answer questions as evidence of guilt.
Several earlier reports used troubling language.
Subject argumentative.
Subject uncooperative.
Subject refused to explain purchase.
When investigators compared those reports with available video, they found examples where ordinary questions about the basis for detention had been characterized as resistance.
Not every complaint was sustained.
Not every officer had acted improperly.
And the reviewers were careful to distinguish between lawful investigations and encounters where officers exceeded their authority.
But the pattern was serious enough to require corrective action.
The city began revising its procedures.
Officers would receive additional training on retail-theft and fraud investigations, including the importance of independently assessing allegations and considering exculpatory evidence.
Body-worn-camera requirements were reinforced.
Supervisors were directed to review certain deactivation patterns.
And the department established clearer restrictions on informal relationships with private security contractors.
The city also committed to independent monitoring of specified practices under the applicable legal arrangements.
These changes did not happen overnight.
There were debates.
Budget concerns.
Union objections.
Questions about privacy and data retention.
And disagreement about how much information should be publicly reported.
But the pressure to address the underlying failures had become impossible to ignore.
The personal civil claim filed by the judge proceeded separately.
Her attorneys alleged that the officer had violated her constitutional rights through an unjustified detention and excessive force.
They also examined the city's potential responsibility for failures in supervision, training, and the handling of repeated complaints.
The city contested certain allegations.
Its attorneys argued that the officer had responded to information supplied through an apparently legitimate reporting system.
The judge's attorneys responded that the information available at the scene did not justify the officer's conduct and that the city had been aware of broader problems involving the partnership.
Both sides exchanged records.
The videos were examined.
The medical documentation was reviewed.
Witnesses provided statements.
And the city evaluated the risks and costs of continued litigation.
The judge did not preside over her own claim.
She did not use her judicial office to control the proceedings.
Her attorneys represented her as an individual.
The matter was handled independently.
During the process, she found herself in a role she had spent years observing from the bench.
She was a claimant.
She was answering detailed questions.
She was discussing medical records, fear, humiliation, and the effect of the encounter on her life.
The experience was unexpectedly difficult.