RAG · LLMs · Eval
Conversational Systems
Task-oriented assistants with RAG pipelines, multilingual support, and retrieval from trusted institutional sources.
Solutions
Software engineered around real workflows.
End-to-end systems with clear outcomes: faster operations, better decisions, and dependable user experiences in production.
Core capabilities
Three intersecting disciplines.
Every engagement combines these into a single reliable system tailored to your operating context — not a generic AI prototype.
Planning · Tools · Memory
Autonomous Multi-Agent Workflows
Domain-specific agent systems for analysis, execution, control, and final decision support with transparent state tracking.
Detection · OCR · Embeddings
Computer Vision Intelligence
Video and image understanding systems that classify, detect, compare, and trace digital media at scale.
Applied
Live in our product suite.
The same capabilities currently power three DeepO3 products across finance, municipal services, and knowledge management.
DocUp
Building consumer-grade experiences for enterprise documentation workflows.
BuergerBot
Building consumer-grade experiences for public-service assistance at scale.
TradingAgents
Orchestrating automated reasoning workflows for enterprise decision systems.
Engagement models
How partnerships are structured.
Three entry points — pick what fits the stage of your initiative. Scope and pricing are transparent before work begins.
Discovery sprint
Fixed-scope two-to-three week engagement producing an architecture brief, risk register, model-selection matrix, and build plan.
Build partnership
Milestone-based delivery with a dedicated senior team working alongside your product and engineering groups through launch.
Managed operations
Post-launch monitoring, evaluation, and iteration so the system keeps meeting its operational targets as usage grows.
Start a scope
Need a custom architecture for your workflow?
We will scope your use case and produce a technical blueprint in a short discovery sprint — before any build work begins.