Welcome to ConvData AI Labs

Embedded sensing, conversational interaction and coordinated agent systems across cloud and edge environments — designed for adaptive intelligence at scale.

Multimodal Intelligence & Coordinated Agent Systems

Our product architecture connects visual sensing, acoustic understanding, spatial depth, speech interfaces, multimodal perception, and agent-driven orchestration into a unified, scalable intelligence mesh. From edge devices to cloud orchestration layers, interactions remain synchronized, context-aware, and policy-aligned.

Product Layer Capabilities

Each product integrates multimodal perception, conversational interfaces, and agent-driven intelligence across cloud and embedded compute layers for unified situational awareness and continuous coordination.

Multimodal Fusion Stack

Vision, audio, speech, video, depth, LiDAR, environmental signals — with IMU as needed for motion context.

Conversational Interfaces

Voice, text, and ambient dialogue unified into situational language interaction across devices.

Agentic Coordination Layer

Multi-role agents managing routing, oversight, prioritization, and orchestration across cloud and edge nodes.

Multimodal–Agentic Intelligence Stack

A distributed platform enabling synchronized vision, audio, speech, depth, ambient sensing, and cloud–edge agent coordination as one operational ecosystem.

Tier 1 · Perception & Scene Understanding

Vision, audio, speech, video streams, depth sensing, LiDAR, and motion signals where applicable.

Tier 2 · Multimodal Alignment Layer

Sensor fusion, spatial mapping, acoustic localization, state synchronization.

Tier 3 · Conversational Intelligence

Speech + language + memory + context for adaptive exchanges.

Tier 4 · Orchestrated Multi-Agent Systems

Role-based agents executing routing, policy steps, and cooperative tasks.

Tier 5 · Distributed Cloud/Edge Runtime

Coordinated updates, secure rollout, telemetry feedback, node synchronization.

Multimodal Runtime Lifecycle

1. Perception Input

Video, speech, audio, depth, LiDAR, and motion if present.

2. Multimodal Alignment

Cross-modal understanding and sync.

3. Conversational Layer

Speech + language with live situational context.

4. Multi-Agent Response

Cooperative task execution across agent roles.

5. Cloud–Edge Sync

State persistence, distributed update & control.

Contact Contact Our Team