Seneschal

Your Autonomous
Personal Chief of Staff

For Independent Contractors

Manage contracts, track constraints, and connect fragmented data. Seneschal is a centralized knowledge bank that maintains strict privacy while autonomously researching missing context to saturate your knowledge base.

The Contractor's Dilemma

Independent work means managing your own infrastructure. Without a Chief of Staff, critical connections are lost in the noise.

πŸ•ΈοΈ

Complex Dependencies

Managing contracts isn't just about signing. It's about tracking overlapping constraints, deadlines, and multi-party relations that are hard to visualize.

🧩

Fragmented Data

Your "brain" is scattered: a PDF contract here, a Slack message there, an email thread somewhere else. No single source of truth exists.

πŸ”

The Context Gap

Traditional search keywords fail to connect private agreements with public knowledge. You miss the "why" and "how" behind your documents.

Beyond Simple Vectors:
The Knowledge Graph

Most AI assistants use Vector Databases, which only capture similarity (e.g., "Contract" is close to "Agreement").

Seneschal uses a Structured Knowledge Graph. This captures higher-order relationships, allowing efficient traversal. A single "jump" in the graph can connect concepts that are semantically distant but logically related.

Option A: Vector Database

Points clustered by word similarity. No clear path from A to B.

Option B: Knowledge Graph

Explicit connections. "Client X" β†’ signed β†’ "NDA Y" β†’ expires β†’ "Date Z".

Visualizing Data Relationships

Entity Connection

Switch views to see how Structure beats Similarity.

The Engine

The Recursive Fixpoint

Seneschal doesn't just store data; it actively seeks to complete it. It cycles through detection, research, and ingestion until your knowledge base is saturated.

1

Blind Spot Detection

Algorithm analyzes the graph for missing patterns (e.g., An entity "Acme Corp" exists, but no industry or location data).

2

Link Up (External Search)

Queries public sources (News, Events, Press Releases) to fill the identified gaps.

3

Recursive Integration

New data is ingested, creating new nodes. This might reveal new blind spots, restarting the cycle.

Status: Idle
> System ready. Waiting for input...
Visualization: Recursive Knowledge Growth

Strict Privacy Boundaries

Your private documents never leave your local environment. Seneschal intelligently separates what must stay local from what can be augmented by the cloud.

Data Classification Simulator

Click a document to classify it.

πŸ”’ Local / Private
Processed by Ollama (Local LLM).
Never sent to cloud APIs.
Cloud / Public ☁️
Processed by High-Power Cloud Models.
Public web data only.

Pending Documents (Click to Process):

Intelligent Ingestion & Context

πŸ“„
Contracts
πŸ’°
Invoices
πŸ“§
Emails
πŸ’¬
Slack Msgs