Search is dead. Long live Understanding.

The end of
Endless Searching.

A unified platform for document ingestion, retrieval, orchestration, and analytics. Bring your own keys or use platform-managed APIs.

Configurable like no one else.

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TRUSTED BY INNOVATIVE TEAMS WORLDWIDE

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Why thalamus

Infrastructure You Need to Build Reliable AI.
No DevOps Required.

1/6

Unparalleled Configurability

  • Custom Fields
  • Chunks
  • Built in OCR
  • Run prompts against each chunk
  • Chain of prompts
unparalleled-configurability
2/6

Document Ingestion Engine

  • Multi-format ingestion
  • Metadata tagging
  • Auto + manual indexing
  • Document Versioning
  • Human-in-the-loop workflows
  • Priority-based tiering
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3/6

Retrieval & Completion

  • Reranking
  • Thinking vs fast retrieval
  • Chunk & tier filtering
  • In line citations
  • Multi-pass answer audit
  • Citation-first responses
  • Multi-step reasoning
  • Memory-enabled chat
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4/6

Model-Orchestration Layer

LLMs:
OpenAI, Claude, Mistral, LLAMA
Embeddings:
Cohere, OpenAI, Hugging Face
OCR:
Textract, Vision API, Tesseract
Per-tenant overrides
Pricing + latency optimization
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5/6

Security & Multi-Tenancy

  • Logical + physical tenant isolation
  • BYOK or platform-managed keys
  • Audit logs
  • Namespaced ingestion + retrieval
  • Storage-level control
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6/6

Tracking & Transparency

  • API calls
  • Pages ingested
  • Tokens generated
  • Ingestion/query tasks
  • Cost breakdown per service
  • Exportable usage reports
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How thalamus works

A Complete Document-to-Answer Pipeline

STEP 1
STEP 2
STEP 3

Ingest & Organize

step-1
Upload PDFs, DOCX, PPTX, TXT, JPEG/PNG
Batch upload, metadata tagging
Auto metadata extraction
Built in OCR
Human-in-the-loop validation
Agentic ingestion with preview & prioritization
Versioning & data history
STEP 1
STEP 2
STEP 3

Chunk, Index & Embed

step-2
Custom chunk size and overlap
Tier tagging (priority, recency, version)
Partial/full re-indexing
Model-agnostic embeddings
OCR engines
Source-level re-ranking and scoring configuration
STEP 1
STEP 2
STEP 3

Retrieve & Generate

step-3
Query endpoint: chat-like or retrieval-only
"Fast Mode" / "Thinking Mode"
Adjustable max sources
Metadata + tag filters
Citation-aware answers
Confidence scoring
Inline citations
Multi-turn chat threads with stored memory
Configurable LLM vendor support
Who thalamus is for

Our Use Cases

Legal & Compliance

Turning complexity into clarity. Thalamus helps legal teams navigate complex regulations, contracts, and compliance requirements with intelligent document search and analysis.

Multimedia & Behavioral Intelligence

From words and tone to meaning. By enriching transcripts, video, and audio with emotion and action cues, Thalamus enables search across human behavior – unlocking context you can't get from text alone.

Dental & Healthcare

Guided care, grounded in data. Thalamus connects patient history, visit records, and local standards to create intelligent assistants that help clinicians make better treatment and prescription decisions.

Knowledge, now searchable

Teams in heavily regulated industries use Thalamus to extract and query project data, safety rules, and compliance documents — delivering trusted answers where precision matters most.

Smarter troubleshooting in the field

Technicians rely on Thalamus to interpret manuals, maintenance logs, and historical failures — instantly surfacing probable causes and next steps for faster repairs.

From search to strategy

Whether it’s mining millions of documents or augmenting existing workflows, Thalamus transforms scattered data into precise, verifiable answers that drive confident business decisions.

Testimonials

What our users are saying

Dental Tech Company
Chief Dental Officer

Chewy, our dental advisor, needs to reference data about the patients visit, their history, and local standards and guidelines to help dentists build better treatment plans. Thalamus makes that possible, effortlessly.

Construction Legal Tech
Chief Executive Officer

We migrated to Thalamus to power our core ML service from Azure's search offerings and have been blown away by the performance increase and the level of control that our dev team has over the RAG service. We feel in control now.

Deposition Services Company
Chief Technology Officer

The way we use Thalamus to enrich all our multimedia (transcript, audio, video) data to allow for search across things like emotions, actions, and behaviors exhibited by people in depositions has been something we hoped to accomplish with our product but thought we would have to build completely from scratch in-house. Thalamus made it so we didn't have to.

Contact Us

Reach out and let's chat

Want to have a quick word? Get in touch!