Albert Einstein
"Imagination is more important than knowledge. Knowledge is limited. Imagination encircles the world."
Albert Einstein
Steve Jobs
"I believe life is an intelligent thing: that things aren't random."
Steve Jobs
Suchir Balaji
"A model with zero entropy could easily have a hallucination rate of zero, although it would basically be acting as a retrieval database over its training dataset instead of a generative model."
Suchir Balaji
1

Recognize

See the signal.

ActionBoard detects intent the moment you type, upload, or drag-and-drop. Our agent stack identifies key entities and picks the best model or tool—in real time.

How it works

  • Intent classifier + multi-LLM router
  • Entity extraction → first nodes in your Knowledge Graph
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2

Acquire

Pull the raw facts.

Multiple AIs and APIs gather source data, citations, media, or code. Everything is cached for traceability—no black boxes.

How it works

  • Parallel retrieval from web search, private docs, & fine-tuned models
  • Raw outputs stored with full provenance
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3

Organize

Connect the dots.

Each action and result becomes a node or edge in your private Knowledge Graph, visible in real time.

How it works

  • LightRAG pipeline stitches nodes
  • Graph stored in Postgres + Neo4j; export as CSV, JSON-LD, GraphML
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4

Apply

Reuse with one click.

Saved Action Loops replay instantly—models, context, and format are pre-wired.

How it works

  • Loop templates store tool-chain + prompt + output schema
  • Role-based access decides who can trigger or edit
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5

Reflect

Learn by doing—and reviewing.

Micro-reflection card asks: “Did this solve your task? Why? Research shows a +20 % retention boost vs. chat-only workflows.

How it works

  • Quick Likert + rationale prompt after each loop
  • Scores feed adaptive training (Hybrid 2-wk / Full 6-wk)
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6

Amplify

Share and scale your intelligence.

Export loops, push graphs to BI dashboards, or share templates across teams.

How it works

  • One-click publish to marketplace or internal library
  • REST / GraphQL API for external apps
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Research Validation & Metrics

MetricResultSource
Retention vs. chat-only+20 %Internal Study 2025
Task-completion speed–35 % timeLightRAG graph-index pilot
U.S. TAM / SAM / SOM$3 B / $1.5 B / $20 MMarket report 2025
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Ready to Build True Intelligence?

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