Multimodal AI

Built for Your Data

AI solutions that integrate visual, temporal, document, and sensor data into unified models—built for accuracy, speed, and impact.

What We Bring to Multimodal

Architecture-agnostic execution to ingest, align, and reason over heterogeneous data—visual, numeric, spatial, and temporal.

Any Modality, Any Scale

Images, video, CCTV, time-series, logs, documents, IoT, telemetry, satellite, SAR. If it carries signal, we use it.

Proven Fusion Patterns

Flexible fusion strategies that combine diverse data streams into a single coherent view.

Architecture-Agnostic

Foundation models, classical methods, adapters, or hybrids—selected to fit your data, constraints, and SLOs.

Production Pipelines

Streaming ingestion, feature stores, evaluation harnesses, monitoring, and model CI/CD built for real workloads.

Evaluation & Governance

Ground truth, robustness and bias tests, privacy controls, auditability, and domain-specific benchmarks.

Responsive Inference

Optimized pipelines for low-latency, supporting event-driven and time-sensitive decisions.

Modalities We Handle

Information-dense data you can fuse.

Text & Documents

Text & Documents

Could come from
  • Emails, PDFs, manuals
  • Chats, tickets, knowledge bases
Could unlock
  • Ground RAG answers
  • Link entities to actions

Privacy by design: redaction/anonymization available on ingest.

Vision (Image & Video)

Vision (Image & Video)

Could come from
  • CCTV/RTSP, mobile uploads
  • Drones, screen recordings
Could unlock
  • Detect objects and events
  • Automate visual inspection

Privacy by design: redaction/anonymization available on ingest.

Point Clouds

Point Clouds

Could come from
  • LiDAR, depth cameras
  • Photogrammetry, CAD/BIM exports
Could unlock
  • Reason in true 3D
  • Verify fit and clashes

Privacy by design: redaction/anonymization available on ingest.

Time-Series / IoT

Time-Series / IoT

Could come from
  • Vibration, temperature, power
  • IMU, SCADA/PLC, telemetry
Could unlock
  • Anomalies early detection
  • Schedule and control by forecast

Privacy by design: redaction/anonymization available on ingest.

Tabular

Tabular

Could come from
  • Warehouse tables, CSVs
  • APIs, logs, ERP/CRM
Could unlock
  • Rank next best actions
  • Feed features to other models

Privacy by design: redaction/anonymization available on ingest.

Geospatial

Geospatial

Could come from
  • GPS traces, polygons
  • Raster/tiles (open or paid)
Could unlock
  • Route and plan coverage
  • Trigger geofenced actions

Privacy by design: redaction/anonymization available on ingest.

Got Data in Many Shapes?

Let’s design a multimodal approach that fits your signals, constraints, and targets.