Agentic AI
Autonomous Reasoning & Deterministic Orchestration
Stateful agent execution graphs with formal schema verification, sandboxed tool execution, and human escalation gates.
Explore expertiseCapabilities
Specialist thinking. End-to-end engineering.
We design the product, build the system and stay close to the constraints that make it useful.
Computer Vision
High-Throughput Spatial & Temporal Intelligence
Multi-camera tracking, 3D coordinate projection, and real-time edge tensor inference.
Explore expertiseMultimodal AI
Unified Cross-Modal Representation & Extraction
Joint visual-language models, structured document parsing, and grounding across text, image, and video.
Explore expertiseAI Product Engineering
Production-Grade AI Application Architecture
Scalable streaming runtimes, latency optimization, deterministic fallbacks, and reliable human-facing interfaces.
Explore expertiseSpatial Computing
Vision-Driven Spatial Realities & 3D Simulation
Spatial computing, neural radiance fields (NeRF/Gaussian splats), and immersive WebXR / VisionOS interfaces.
Explore expertiseFull-Stack Systems Reality
From Model Weights to Production Systems
The foundation model is only 15% of a production AI deployment. We engineer the full 6-layer stack required for deterministic execution, hardware acceleration, and continuous verification.
Layer 06Continuous Harness
Evaluation & Observability Layer
Regression harnesses, latency profiling, distributed tracing.
CI/CD Golden BenchmarksDrift AlertersCost & Latency BudgetsAudit Trace Replay
Layer 05Client & Gateway
Application & Integration Layer
Client apps, streaming gateways, enterprise SSO.
FastAPI / Go GatewaysNext.js App RouterWebSocket StreamersRole-Based Access Control
Layer 04Deterministic Sandbox
Business Rules & Tool Execution Layer
Schema validation, sandboxed execution, human escalation.
Pydantic / Zod SchemasIdempotent GatewayHuman Escalation WebhooksSAP/Oracle Connectors
Layer 0315% (Model + Graph)
Reasoning & Orchestration Layer
Agent DAGs, supervisor routing, multi-model dispatch.
Stateful Agent GraphsFoundation Model RoutingPrompt CompressionSemantic Vector Cache
Layer 02Spatial & Temporal
Perception & Feature Extraction Layer
Edge vision, camera calibration, multimodal indexing.
NVDEC Hardware DecodersTensorRT INT8 InferenceSpatial Bounding BoxesDense Vector Indices
Layer 01Foundation Data
Data & Ingestion Layer
Sensor feeds, document queues, encrypted data lakes.
RTSP / WebRTC SocketsPostgreSQL / pgvectorApache KafkaEncrypted S3 / MinIO
Interactive Cost & Savings Estimator
AI Cost & Savings Calculator (On-Site vs. Cloud)
See how much your business can save by running custom AI on your own system instead of paying recurring monthly cloud API bills.
01 // What do you want to automate?
4 Live Camera Feeds
1 (Small Pilot)8 (Single Site / Department)16 (Multi-Site Operations)
What’s Included With This Setup
✓ Works With Existing Cameras✓ Runs 24/7 Without Internet Lag✓ Instant Alerts & Dashboard✓ $0 Cloud Video Upload Fees
Estimated Business Impact GREAT FIT
Est. Yearly Savings
$13,620/yr
Payback Time
~2.1 months
Response Speed
0.01 sec
Instant real-time responseSystem Capacity Used
33% of 1 box
Monthly Cost ComparisonYou Own It 100%
Pay-Per-Use Cloud AI$1,280 / mo
Your Own Dedicated System$145 / mo
OUR RECOMMENDATION: This setup easily handles your daily volume with plenty of room to grow — while keeping your data 100% private.
Get This Cost Breakdown & Project PlanA visual language for complex systems
Make the invisible legible.
Clear explanations, useful interfaces and a technical foundation your team can operate.
Agentic AI
Computer Vision
