3 entities actively seeking solutions — right now.

Pursuit detects live AI governance signals across Cook County, Johnston, and Post Falls—three of thousands seeking Authentrics.ai solutions for algorithm auditability and explainability. Win before RFPs formalize; early signal detection secures your competitive edge.

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SLED entities monitored

110K+

Documents processed monthly

3M+

Before RFPs drop

6–18mo

Earlier than the competition

92 days

From 110K+ entities monitored

Pre-RFP signals for

<div class='ecard'><div class='ecard-header'><div><div class='ecard-name'>Cook County</div><div class='ecard-meta'>County Government · IL</div></div><div class='ecard-header-right'><span class='badge badge-active'>Active Signal</span></div></div><div class='ecard-signals'><div class='signal-item'><div class='signal-title'>Addressing algorithm malfunctions and improper AI behavior in systems</div><div class='signal-body-text'>Cook County is addressing algorithm malfunctions and improper AI usage, signaling urgent need for diagnostic and corrective capabilities. Organizations selling weight-level model editing, neuron-level diagnostics, and behavior steering software can help identify and resolve these AI failures. No RFP has been issued; this is pre-solicitation intelligence.</div></div><div class='signal-item'><div class='signal-title'>Ensuring AI system reliability and trustworthy government operations</div><div class='signal-body-text'>Cook County faces potential compliance exposure and operational disruption from uncontrolled AI behavior, risking stakeholder trust and regulatory scrutiny. Deploying training impact analysis and machine-learning resilience software enables the county to validate system reliability and prevent costly failures before they impact public services.</div></div></div><div class='ecard-contacts'><div class='ecard-contacts-label'>Key Contacts · 5 verified by Pursuit</div><div class='contact-list'><div class='contact-row'><div class='contact-info'><span class='contact-name'>Tom Lynch</span><span class='contact-title'>Chief Information Officer</span></div><div class='contact-data-hints'><span class='data-hint'>Email</span><span class='data-hint'>Phone</span></div></div><div class='contact-row'><div class='contact-info'><span class='contact-name'>Derrick Thomas</span><span class='contact-title'>Deputy Chief Information Officer</span></div><div class='contact-data-hints'><span class='data-hint'>Email</span><span class='data-hint'>Phone</span></div></div><div class='contact-row'><div class='contact-info'><span class='contact-name'>Charles Ruehling</span><span class='contact-title'>Chief Information Security Officer</span></div><div class='contact-data-hints'><span class='data-hint'>Email</span><span class='data-hint'>Phone</span></div></div><div class='contact-row'><div class='contact-info'><span class='contact-name'>Kyla Williams-Tate</span><span class='contact-title'>Director of Digital Equity</span></div><div class='contact-data-hints'><span class='data-hint'>Email</span><span class='data-hint'>Phone</span></div></div><div class='contact-row'><div class='contact-info'><span class='contact-name'>Chad Tortorello</span><span class='contact-title'>Director of Data Analytics - Budget</span></div><div class='contact-data-hints'><span class='data-hint'>Email</span><span class='data-hint'>Phone</span></div></div></div></div><div class='ecard-footer'><a class='ecard-source-link' href='https://app.pursuit.us/d/eyJ2IjoxLCJvIjoiNjU0MmEyZjFhMTI5Y2I2NWI4N2ExMjYxIiwidSI6ImFIUjBjSE02THk5M2QzY3VlVzkxZEhWaVpTNWpiMjB2ZDJGMFkyZ19kajFQVjFaNFQzVnFPRjlVWnc9PSIsImtpZCI6IjEiLCJ0IjoxNzM2LCJjIjo3NzMxfQ.0PgbZWuMOFUJRaC-0TmABIdoberl2iuJxkf1wqhmC0A' target='_blank'>View source · 2026-10-08</a><span class='ecard-timing'>⏱ Pre-RFP — no solicitation issued</span></div></div> <div class='ecard'><div class='ecard-header'><div><div class='ecard-name'>City of Johnston</div><div class='ecard-meta'>County Government · IA</div></div><div class='ecard-header-right'><span class='badge badge-hot'>High Intent</span></div></div><div class='ecard-signals'><div class='signal-item'><div class='signal-title'>Audit reveals Flock camera AI system delivering incorrect license plate reads</div><div class='signal-body-text'>The City of Johnston is addressing a critical flaw in its Flock camera AI system, where 71% of stolen vehicle and felony alerts stem from misread license plates—roughly 200 million errors monthly. The city needs machine-learning diagnostics and model editing capabilities to identify and correct the root causes of these misclassifications. No RFP has been issued; this is pre-solicitation intelligence.</div></div><div class='signal-item'><div class='signal-title'>Improve AI accuracy and safety through advanced model diagnostics</div><div class='signal-body-text'>The City of Johnston faces escalating liability exposure and operational costs from 200 million monthly misreads, undermining public safety credibility and straining law enforcement resources. Deploying machine-learning resilience software enables the city to restore system accuracy, reduce false enforcement actions, and demonstrate fiscal accountability to stakeholders demanding reliable public safety infrastructure.</div></div></div><div class='ecard-contacts'><div class='ecard-contacts-label'>Key Contacts · 0 verified by Pursuit</div><div class='contact-list'></div></div><div class='ecard-footer'><a class='ecard-source-link' href='https://app.pursuit.us/d/eyJ2IjoxLCJvIjoiNjVhNjAzZjZjNzY5ZmExNmY2NTkyNTY4IiwidSI6ImFIUjBjSE02THk5M2QzY3VlVzkxZEhWaVpTNWpiMjB2ZDJGMFkyZ19kajFvTjFSb2FVZzFXRFZUYnc9PSIsImtpZCI6IjEiLCJ0IjoxNzksImMiOjc3MzF9.V3nsoRPFk86unhPa7HF9ZCuql486GNDv6wYrauOP81w' target='_blank'>View source · 2026-10-05</a><span class='ecard-timing'>⏱ Pre-RFP — no solicitation issued</span></div></div> <div class='ecard'><div class='ecard-header'><div><div class='ecard-name'>City of Post Falls</div><div class='ecard-meta'>County Government · ID</div></div><div class='ecard-header-right'><span class='badge badge-hot'>High Intent</span></div></div><div class='ecard-signals'><div class='signal-item'><div class='signal-title'>Contractor must provide AI system documentation for auditability requirements</div><div class='signal-body-text'>The City of Post Falls is planning to implement an AI system that requires comprehensive documentation of models, algorithms, and explainability to meet ICE auditability standards. This need directly aligns with weight-level model editing, neuron-level diagnostics, and machine-learning resilience software that enable transparent AI behavior and compliance verification. No RFP has been issued; this is pre-solicitation intelligence.</div></div><div class='signal-item'><div class='signal-title'>AI system transparency enables government accountability standards</div><div class='signal-body-text'>City of Post Falls faces operational risk if AI system behavior cannot be independently verified during ICE audits, potentially delaying deployment and straining compliance resources. Implementing robust model diagnostics and resilience controls now reduces audit friction and accelerates time-to-value for the AI investment.</div></div></div><div class='ecard-contacts'><div class='ecard-contacts-label'>Key Contacts · 1 verified by Pursuit</div><div class='contact-list'><div class='contact-row'><div class='contact-info'><span class='contact-name'>Mike Kirby</span><span class='contact-title'>It Director</span></div><div class='contact-data-hints'><span class='data-hint'>Email</span><span class='data-hint'>Phone</span></div></div></div></div><div class='ecard-footer'><a class='ecard-source-link' href='https://app.pursuit.us/d/eyJ2IjoxLCJvIjoiNjVhNjAzZjZjNzY5ZmExNmY2NTkyNmE2IiwidSI6ImFIUjBjSE02THk5d2IzTjBabUZzYkhOcFpDNWhjR2t1WTJsMmFXTmpiR1Z5YXk1amIyMHZkakV2VFdWbGRHbHVaM012UjJWMFRXVmxkR2x1WjBacGJHVlRkSEpsWVcwb1ptbHNaVWxrUFRrNE1peHdiR0ZwYmxSbGVIUTlabUZzYzJVcCIsImtpZCI6IjEiLCJwIjoyOTAsImMiOjc3MzF9.NLApXdAYhG6LEW4dZdp9xzuhXkWthUpfJBl7MwqrCN0' target='_blank'>View source · 2026-10-06</a><span class='ecard-timing'>⏱ Pre-RFP — no solicitation issued</span></div></div>

Why needs Pursuit

92 days

Earlier to every deal

Pursuit customers engage an average of 92 days before the competition finds the same opportunity — giving 's team time to shape the deal and show up as the trusted partner before any RFP is written.

2.5M

Documents processed monthly

Pursuit reads 2.5 million government documents monthly — meeting minutes, strategic plans, budget filings, and FOIA records — surfacing the signals that matter to 's ICP before they become public solicitations.

73%

Of deals are decided before the RFP drops

By the time a formal solicitation is published, the winning vendor is usually already in the room. Pursuit gets your team there first — with the context, contacts, and credibility to shape the deal before anyone else knows it exists.

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See Authentrics.ai's full pipeline in Pursuit

These three are a sample of what Pursuit surfaces for Authentrics.ai across 110,000+ entities matched to your ICP. Book time to see your full ICP‑matched opportunity list — with contacts, signals, and source documents for every account.

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