Integrated Intelligence and Investigative Solutions

Beyond Search: Advanced Pattern Recognition and Operational Intelligence Delivered by Pinnacle Consulting & Advisors

Leading with Technology, Strategy, and Operational Expertise

Pinnacle Consulting & Advisors (PCA) is a trusted provider of advanced investigative, surveillance, and AI-integrated security solutions. We design, build, and manage end-to-end intelligence ecosystems for law enforcement, private security, and enterprise clients, combining deep operational knowledge with cutting edge technology. Our work spans investigative analytics, surveillance infrastructure, drone integration, and advanced AI deployment. Every solution we deliver is built to enhance decision making, improve situational awareness, and accelerate mission outcomes.

At the center of this capability is our deployment and integration of DejaVuAI, a deterministic pattern recognition engine that fundamentally changes how visual intelligence is gathered, analyzed, and applied. As a core component of our technology stack, DejaVuAI becomes significantly more powerful when implemented within PCA’s operational architecture, extending its capabilities and impact beyond what is possible as a standalone product.

DejaVuAI: Core Technology, Deployed by PCA

DejaVuAI is a powerful pattern recognition system that searches vast volumes of visual data and delivers actionable results in near real time. Through PCA’s strategic integration, it becomes a key layer in a broader intelligence framework, identifying vehicles, individuals, and objects by cross-referencing data across diverse sources, including:

• Body worn cameras.

• CCTV and surveillance networks.

• Drone platforms.

• Social media content.

• Any other video or image repository.

Once deployed within a PCA managed environment, DejaVuAI automatically traces sightings of any target across live, archived, or static visual data, building a complete investigative picture in seconds.

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Deterministic, Accurate, and Fast

Unlike traditional inference-based systems, DejaVuAI uses a deterministic approach that is:

• Simpler to integrate into investigative workflows.

• Faster in search and retrieval operations.

• More accurate across transformed or degraded inputs.

• More efficient and less processor intensive than many ML models.

Pattern Recognition in Real World Operations

When implemented within PCA’s operational model, visual data becomes an active intelligence source. Key identifiers from any image, such as clothing, tattoos, vehicles, or landmarks, become searchable across live and archived material. Investigators can:

• Track individuals across multiple camera networks.

• Reconstruct movements and interactions over time.

• Correlate disparate data points across sources.

• Uncover hidden associations in seconds.

This reduces manual review time and accelerates the path to actionable intelligence.

Product Ecosystem Delivered Through PCA

A desktop user interface from DejaVuAI's technology is utilized providing rapid image and video search, similarity grouping, batch analysis, and confidence scoring. PCA oversees the relevant integration into investigative toolkits and security operations.

Integration can be 100% on premises and requires no internet connection to function but DejaVuAI can also be implemented in a cloud environment or a hybrid deployment depending on the needs.  Such integrations into investigative platforms, expanding analysis capabilities without disrupting existing infrastructure.

Product Identification Without Tags

DejaVuAI identifies products without RFID, barcodes, or neural networks. Within the deployment model, it strengthens supply chain security, brand protection, and retail intelligence operations.

Strategic Applications Across Sectors

Through PCA, DejaVuAI is adapted to meet mission critical demands across sectors:

• Security and Public Safety: Rapidly identify suspects, vehicles, or weapons across multi camera environments.

• Retail and Logistics: Trace shipments and products even when markings change or identifiers are removed.

• Brand Protection: Detect counterfeit goods and misuse of trademarks across digital and physical environments.

• Medical Imaging: Match and analyze diagnostic images with exceptional precision.

• Arts and Media: Authenticate, trace provenance, and manage archives with image based intelligence.

Proven and Trusted

DejaVuAI is trusted by agencies, corporations, and organizations working on the front lines of public safety and exploitation prevention. In 2024, it was named Company of the Year at the North American Human Trafficking Conference. Advocate Tim Tebow has invested in the company to advance its work in combating exploitation and child trafficking.

Headquartered in Washington State and founded in 2020, DejaVuAI continues its research and development in the United States. Now with the partnership with Pinnacle Consulting & Advisors, it is now a core part of a comprehensive operational ecosystem designed to support law enforcement, private security, and enterprise investigations.

Beyond AI: The Technical Edge

Unlike tools that rely on feature matching or neural networks that make probabilistic guesses, DejaVuAI uses a deterministic pattern analysis approach, meaning it follows a defined, repeatable process to identify objects based on their actual visual structure rather than statistical likelihood:

• Matches objects even under heavy distortion or cropping

• Processes partial images and single video frames

• Supports metadata, overlays, 3D, AR/VR, and XR environments

• Operates with greater efficiency and lower processor intensity than many machine learning systems

The result is a resilient, reliable solution that identifies what others miss.

Demonstrations and Use Cases

See additional DejaVuAI in action across real world scenarios is these short demonstration videos:

• Near Real Time Object Matching

• Integration with Paliscope YOSE

• Adversarial Noise Comparison

• DejaVuAI Defense Capabilities Summary (1 min)

• DejaVuAI Defense Capabilities Full Summary (4 min)

Partner With Pinnacle Consulting & Advisors

Pinnacle Consulting & Advisors (PCA) is far more than a security consulting firm. We are a strategic partner that designs, builds, and delivers integrated intelligence solutions tailored to the specific mission, environment, and operational needs of every client we serve. Our team works side by side with law enforcement agencies, private sector organizations, and enterprise clients to close intelligence gaps, modernize investigative capabilities, and transform how information is collected, processed, and acted upon.

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What sets us apart is the way we approach technology. We do not simply provide tools. We identify, evaluate, and deploy the right solutions, and then weave them directly into operational workflows. Our work covers the full lifecycle of capability development, from designing surveillance and analytics architecture to integrating AI-driven systems and ensuring that intelligence outputs directly support decision making and mission success. Every deployment we lead is built around a deep understanding of investigative requirements and real-world challenges. This is why our solutions consistently deliver faster results, higher accuracy, and greater operational impact.

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DejaVuAI is a clear example of this approach in action. As a standalone product, it is a powerful piece of technology. When implemented through PCA, it becomes a core component of a larger intelligence ecosystem that combines advanced pattern recognition with investigative analytics, live surveillance, drone-based collection, and data fusion. This layered approach turns technology into capability and ensures that our clients achieve outcomes that are not possible with off-the-shelf tools.

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To see firsthand how this solution can transform your investigative and security capabilities, or to explore a proof of concept or pilot designed for your mission, contact us today.

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