Proactive AI: From Reactive to Proactive Intelligence

Proactiva is the Core Live Agent by Gyges Labs.

It is a real-time intelligent agent that understands conversations as they happen, delivering live hints to drive immediate action.

The Core Philosophy: From Passive Recording to Active Guidance

Humans face a challenge with live information streams that exceed our cognitive capacity—tracking flow, verifying claims, and structuring insights simultaneously is difficult.

• Traditional Methods (Passive Recording): These operate reactively, providing post-meeting summaries and transcripts that merely document what has already happened.

• The Proactiva Model (Active Guidance): We shift to real-time intelligence. Proactiva provides live feedback during conversations, helping preventing misalignment and missed opportunities as they unfold.

Our feedback is designed to be short, lightweight, and non-intrusive—allowing users to act on insights or dismiss them without disrupting the natural flow of conversation.

Unified Architecture: One Core, Multiple Surfaces

Proactiva operates as a unified intelligence layer adapted to context, whether for online meetings or in-person chats. The core architecture functions through three integrated stages:

1. Perceive: Streaming audio and text input with low-latency understanding.

2. Understand: Real-time extraction of key information objects: topics, intents, claims, questions, and action items.

3. Act: Converting understanding into live hints (UI feedback) and structured system events.

Use Cases

1. Desktop Surface: Meeting Intelligence

For video calls and desktop workflows, Proactiva acts as a real-time copilot:

• During Meetings: It helps maintain focus on core discussion threads, surfaces points needing clarification, and guides conversations toward decisions.

• After Meetings: It produces structured summaries, verified commitments, and action items with clear ownership and deadlines.

• The Value: Less drift, faster alignment, and higher follow-through.

2. Wearable Surface: Halliday Glasses

In partnership with Halliday Glasses, Proactiva enables non-intrusive, proactive intelligence:

• Real-Time Fact Verification: Verify key assertions instantly during dialogue.

• Glanceable Insights: Short, one-line conclusions (e.g., "Claim verified") visible at a glance without interrupting eye contact.

• Fast & Traceable: Reactions occur within seconds, with access to supporting evidence trails when available.

Unified Output Model

Proactiva uses a single schema across all surfaces (Desktop, Wearables, and API), ensuring consistency in how data is consumed and integrated:

• Transcript: Real-time transcription with partial and final segments.

• Live Hint: Contextual prompts and suggestions delivered in real-time.

• Fact Check Result: Claim verification with confidence levels and optional source references.

• Open Question: Points explicitly identified as requiring clarification.

• Action Item: Decisions and tasks captured with ownership and deadlines.

• Agenda Tracking: Monitoring discussion progress against planned topics.

Integration & Enterprise Roadmap

Proactiva API Platform

We offer a real-time streaming interface (low-latency WebSocket) that allows you to integrate Proactiva's live intelligence into your own products with minimal effort.

Partner With Us

We are seeking partners and early customers to shape the evolution of Proactiva.

• What We Offer: Early access to our real-time intelligence API, co-design partnerships, and flexible usage-based pricing.

• Next Steps: Visit proactiva.ai to define your integration point and explore how Proactiva's unified live agent fits your use case.