CUSTOMER STORY
How Athena AI Ensures Reliable Decision Support in Defense with LatticeFlow AI
Athena AI, a leading provider of vision-based AI systems for defense and security, delivers trusted AI decision support for military personnel and decision-makers. Their solutions combine AI computer vision, legal decision support, and high-tempo operational capability. To reinforce their position as the market-leading defense supplier of trustworthy AI solutions, Athena AI partnered with LatticeFlow AI to build high-accuracy, reliable AI models for mission-critical use cases, optimizing both speed and accuracy in defense decision-making. This collaboration has been pivotal in enhancing Athena AI's model assurance processes and overall productivity.
75%
Dataset size reduction
2x
Productivity increase
544
Hours saved quarterly
LatticeFlow AI Vision significantly enhanced our AI assurance and productivity, delivering reliable and high-performing AI models backed by transparent QA processes and rigorous testing.
- Rahul Kota
AI Lead, Athena AI
Challenge
Athena AI was tasked with delivering a small-vehicle detection model for a defense client, designed to operate over challenging terrains with aerial drone footage. The environment presented several difficulties: small pixel counts, varied object orientations, and unpredictable terrain conditions. Ensuring the model reliably differentiates between civilian and military vehicles under these conditions was paramount. Athena AI needed a robust framework to evaluate and ensure model performance across various scenarios while avoiding critical misclassification errors.
Solution
To overcome these challenges, Athena AI leveraged LatticeFlow AI Vision to:
➜ Improve Quality Assurance: By integrating automated QA reports into their processes, Athena AI could clearly document and demonstrate model performance to clients, ensuring transparency and building trust.
➜ Refine Data Curation: LatticeFlow AI enabled Athena AI to reduce the volume of training datasets by 75% while not reducing model performance. The solution streamlined the data curation process, avoiding manual, repetitive tasks, and optimizing the training data for the client's specific use case, such as detecting small vehicles in complex environments.
➜ Increase Productivity: With 4x faster training because of the smaller refined dataset, Athena AI accelerated its model development cycles and delivery time to clients.
➜ Time Savings: By leveraging LatticeFlow AI, Athena AI was able to save up to 544 hours per quarter in data curation and QA. This significant time savings enabled the team to focus on strategic improvements rather than manual, time-consuming tasks.
➜ Mitigate Risk: LatticeFlow AI helped Athena AI prevent misclassification errors, such as distinguishing between civilian and military vehicles. By proactively addressing these potential pitfalls, Athena AI ensured their models would perform reliably in real-world, mission-critical situations
Results
Athena AI significantly enhanced both assurance and productivity by leveraging LatticeFlow AI. The collaboration enabled Athena AI to deliver reliable, high-performance AI models, backed by transparent QA processes and rigorous testing. Clients gained trust in Athena AI's capabilities, confident that the models perform effectively and safely in the field, without critical errors.
Athena AI's strategic use of LatticeFlow AI has accelerated their speed to market, strengthening their position in the defense AI sector and enhancing their capacity to provide cutting-edge, trusted AI solutions for mission-critical environments.
