Technology

The Intelligence Multiplier

Frontier AI models are powerful. But a single model for every task is like hiring one person for every role. Eclipse orchestrates the right model for each stage of your data pipeline — so every answer is faster, more accurate, and more useful.

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The Problem

One AI model can't do everything well

Most AI tools use a single model for every task. That means you get the same quality for a $0.001 classification as you do for a deep strategic analysis. Eclipse takes a different approach.

Generic AI Tools

  • One model for every task
  • No specialized pipeline for your data
  • No persistent organizational knowledge
  • No cross-domain reasoning across your sources

Eclipse Intelligence Layer

  • Right model matched to each task automatically
  • 10-stage pipeline purpose-built for business data
  • Cumulative business context that compounds over time
  • Cross-source reasoning across all your connected data
Architecture

Six specialized AI models. One unified answer.

Eclipse routes each task to the model that handles it best. Classification goes to the fastest model. Deep analysis goes to the most capable. Embeddings go to purpose-built vector models. You get better answers at lower cost.

Classification & Routing

Ultrafast models classify incoming data, route queries, and handle high-volume extraction tasks in milliseconds.

Synthesis & Reasoning

Mid-tier models synthesize information across sources, generate summaries, and handle day-to-day analytical queries.

Deep Analysis

The most capable models tackle complex multi-step reasoning, strategic analysis, and nuanced business questions.

Audio & Multimodal

Specialized models process meeting recordings, voice notes, and multimodal content alongside your structured data.

Precision Embeddings

Purpose-built embedding models create high-fidelity vector representations for semantic search across your knowledge base.

Generation & Drafting

Optimized generation models produce reports, briefs, and communications grounded in your verified data.

Pipeline

Ten stages from raw data to trusted answer

Every question you ask Eclipse travels through a purpose-built pipeline. Each stage is optimized for accuracy, speed, and security.

1

Ingest

APIs, webhooks, file uploads, and 50+ native connectors bring your data in automatically.

2

Transport

TLS encryption and tenant isolation ensure your data never crosses boundaries.

3

Normalize

Schema mapping, deduplication, and entity resolution create a clean foundation.

4

Store & Index

Structured storage with row-level security keeps every tenant's data separated.

5

Vectorize

Hybrid search combines keyword and semantic matching for precise retrieval.

6

Extract & Synthesize

AI models pull entities, relationships, and patterns from your data automatically.

7

Govern

Retention policies, TTL rules, and audit trails keep your data compliant.

8

Build Knowledge

Cross-reference validation and memory systems create cumulative intelligence.

9

Deliver

Dashboards, scheduled briefs, and alerts surface insights before you ask.

10

Chat & Learn

Multi-model routing answers questions and feeds learnings back into the system.

Integration

Your data lives in silos. Your answers shouldn't.

Eclipse connects to the tools your team already uses and builds a unified knowledge layer across all of them.

Data Sources

  • Ad Platforms (Google, Meta, TikTok)
  • Ecommerce (Shopify, Amazon, WooCommerce)
  • Finance (QuickBooks, Xero, Stripe)
  • Warehouses (Snowflake, BigQuery, Postgres)
  • CRM (HubSpot, Salesforce)
  • Files & Docs (Google Drive, meeting notes)

Unified Intelligence

  • Cross-platform performance views
  • Revenue attribution across channels
  • Margin analysis by product and source
  • Proactive alerts and scheduled briefs
  • Natural language access for every team member
  • Audit-ready evidence trails
Trust

Every answer comes with evidence

Eclipse doesn't just give you an answer. It shows you where it came from, how confident it is, and which sources it used. No black boxes.

Confidence Ratings

Every response includes a confidence score so you know when to trust and when to verify.

Source Attribution

Click through to the original data point. Every claim is traceable to its source.

Audit Trail

Full history of every query, every answer, and every data source consulted.

Ready to see the intelligence layer in action?

Book a 30-minute demo. We'll connect your data and show you what Eclipse can do.

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