Applied AI Services
From concept to production — we build applied AI systems that operate in real-world, imperfect environments. Video intelligence, audio analysis, conversational interfaces, and autonomous agents that actually ship.
What We Build
Three core practice areas — all focused on replacing manual work with production-grade AI that your team can actually rely on.
Intelligent Media Processing
AI systems that understand audio and video at scale — reducing manual review and enabling processing volumes no human team could match.
- AI-powered video ingestion and scene detection (multiple formats)
- Multi-format home video and archival media digitization
- Continuous broadcast audio monitoring and ad-read verification
- Speech-to-structure pipelines comparing detected audio against scripts
- Computer vision for object detection, classification, and OCR
- Hybrid on-prem + cloud deployment architectures
Conversational AI & Analytics
Natural language interfaces that let business users query your data directly — without writing SQL or waiting on an analyst.
- Natural language querying over cloud data warehouses
- Governed, accurate responses for financial, revenue, and contract data
- AI agents for document understanding and knowledge retrieval
- Scalable conversational interfaces for 1,000+ user organizations
- BI dashboards and ML-powered analytics
- Secure integration with existing data infrastructure
Autonomous Agents
Agents that take action — navigating web portals, auditing invoices, collecting data, and surfacing explainable findings — without human involvement.
- Real-time invoice auditing with configurable rules engines
- Conversational audit interfaces explaining triggered rules
- AI browser automation for carrier portals and web forms
- Secure document upload and form completion at scale
- Data collection agents for systems without API access
- Autonomous credential handling and session management
AI in the Real World
All six of our completed AI engagements — anonymized. Real problems, real solutions, measurable results.
AI-Powered Video Scene Detection
- Major reduction in manual review time
- Improved scene detection accuracy
- Flexible hybrid deployment
Automated Audio Verification for Broadcast Monitoring
- Eliminated manual listening at scale
- Faster & more consistent compliance
- Scalable cloud-native architecture
Conversational Access to Enterprise Analytics
- NL querying for 1,000+ employee org
- Reduced analytics team dependency
- Faster org-wide decision-making
AI-Assisted Invoice Auditing and Revenue Protection
- Real-time invoice discrepancy detection
- Explainable findings via conversational UI
- Foundation for autonomous remediation
AI Browser Automation for Carrier Portal Interaction
- Eliminated manual portal entry
- Automation where APIs don't exist
- Scalable, secure cloud deployment
AI Agents for Data Collection from Non-API Sources
- Expanded data access beyond APIs
- Improved data timeliness and reliability
- Reduced manual collection effort
Built on Proven AI Infrastructure
We work across the leading AI frameworks, cloud platforms, and automation tools — choosing the right technology for your problem rather than defaulting to a fixed stack.
Every engagement is backed by American engineers who trained through our Arizona State University partnership, with deep expertise across the full AI development lifecycle.
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Analytics Leaders on AI
Ready to Ship AI?
Tell us the manual workflow you want to replace. Our American AI engineers will design and build the system that eliminates it.