Crowd and Space Intelligence

Centaur.ai can enable spatial intelligence and safety platforms to make more accurate, context-aware decisions. Whether parsing surveillance video or tagging traffic patterns, our workflows provide the human judgment AI needs to understand what’s normal and what’s not.

From smart cities to safety systems, AI needs to understand how people move through space. Centaur helps models interpret physical environments by labeling behavior, motion, and context with human nuance. Our collective intelligence approach reduces false positives in high-subjectivity tasks, such as anomaly detection and zone monitoring.

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Trusted by AI leaders from startups to enterprises

Use cases

Reinventing crowd and space intelligence with AI-enabled solutions.

Crowd movement & density mapping

Understanding how groups flow through public spaces is crucial for ensuring safety, effective planning, and efficient operations.

Track movement patterns across time and zones

Label density levels and crowd behavior states

Identify bottlenecks, loitering, and disruptions

Anomaly detection & triage

Not all “unusual” behavior is risky—human judgment helps models make the distinction.

Tag potential threats with calibrated sensitivity

Differentiate harmless outliers from true anomalies

Prioritize edge cases for retraining or human review

Zone-based activity labeling

Location-specific context can radically shift how activity is interpreted.

Label actions by zone type: entrances, exits, restricted areas

Annotate intent or compliance in high-sensitivity regions

Support real-time alerts and predictive modeling

Trusted by AI leaders across all industries

From start-up to scale up, we support your data annotation needs throughout the AI lifecycle.

“We were able to use the disagreement between labelers to convert categorical labels into a continuous metric. That’s ultimately the training data we used and it was only possible because of the 20+ opinions we could gather from Centaur.ai on each piece of our data”.

Dr. Jason Shumake, Dir. of Data Science

“Working with Centaur.ai to annotate data is better in every way than our prior system. The annotations are more accurate, more affordable and the system is easier for our team to manage."

Eric Olson, Founder and CEO

Why Centaur.ai

We deliver unmatched accuracy, speed, and scalability—helping you ship better AI, faster.

Speed and scale

Access millions of annotations weekly from a network of thousands of experts, taking models from exploratory analysis to deployment in weeks, not months.

Quality by design

Experience how label quality is built into the Centaur.ai system, with frequent performance measurement and pay-for-performance incentives.

Advanced dataset insights

Leverage more reliable statistical information to inform your algorithm training plan.

Privacy and security

Worry less with leading privacy and security capabilities.

Quality focused

Lean on Centaur.ai expertise as the premier annotation company leveraging collective intelligence to ensure quality.

All data types

From individual types to multimodal solutions, get all of your annotation needs in one single platform.

Explore

Industries building models with Centaur.ai

Powering innovation across the world with superior quality data annotation.

LLMs and Software

From chatbots answering patient questions to expert review of LLM outputs.

Hardware Devices

From software as a device to next-generation AI-enabled hardware devices.

Life Sciences

From accelerating drug discovery to leveraging real world evidence.

Insurance

From accelerating claims processing and reimbursement, to improving customer service.

Consumer

From skin matching AI for cosmetics, to AI-enabled wellness applications.

Accelerate your AI development today.

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Accurate and scalable data labeling and model evaluation

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