AI agents that work inside your organization.
Not around it.

Cross-source investigation across your databases, documents, and SaaS tools. Governed workflow automation with approvals, parallel execution, and full audit trails. Model agnostic. Your infrastructure or ours.

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Integrations

Works with the tools you already use

Databases & Warehouses

PostgreSQL MySQL MongoDB Snowflake BigQuery Databricks Redshift SQL Server Oracle MariaDB DynamoDB CouchDB Redis PostgreSQL MySQL MongoDB Snowflake BigQuery Databricks Redshift SQL Server Oracle MariaDB DynamoDB CouchDB Redis

SaaS Integrations

Salesforce Salesforce Slack Google Workspace Microsoft 365 HubSpot HubSpot Zendesk Zendesk GitHub Jira Notion Linear Asana Monday.com Confluence Confluence Shopify Shopify Stripe Stripe Nextcloud Airtable Airtable ClickUp ClickUp GoHighLevel GoHighLevel Salesforce Salesforce Slack Google Workspace Microsoft 365 HubSpot HubSpot Zendesk Zendesk GitHub Jira Notion Linear Asana Monday.com Confluence Confluence Shopify Shopify Stripe Stripe Nextcloud Airtable Airtable ClickUp ClickUp GoHighLevel GoHighLevel

50+ built-in connectors and growing

Build custom integrations

Deploy your own AI agents, connect MCP servers, or integrate any REST API to automate complex workflows across your entire stack.

Custom Agents

Deploy proprietary AI agents with custom logic, tools, and domain expertise.

MCP Servers

Connect Model Context Protocol servers to extend agent capabilities with external tools.

REST APIs

Integrate any HTTP endpoint — internal services, third-party platforms, or legacy systems.

Webhooks

Trigger workflows from external events and push results back to your systems in real time.

Governed AI Workflows

Describe it. We'll build it.

You design the process. AI executes each step. Same workflow, same approvals, same audit trail. Every time. Your compliance team controls the process. The AI works within it.

https://app.thallus.ai/tasks/new
Describe your workflow Plain English is fine — we'll figure out the structure
Trigger
Auto-detect Manual Schedule Webhook
Trigger Webhook from monitoring system
Verified Schema learned
Wave 1 — parallel
Maintenance Agent
DB: equipment_history Pull last 6 months of repairs
Inventory Agent
DB: parts_inventory Check replacement stock levels
Docs Agent
Collection: maintenance_manuals Find troubleshooting steps for error code
Convergence Check Gap detected: 0 parts in stock
→ Trigger Wave 2
Wave 2 — conditional
Procurement Agent
Integration: supplier API Get lead times and pricing from approved vendors
Synthesis Draft maintenance ticket Diagnosis + parts list + sourcing + procedure
Approval Gate Shift supervisor review
2hr → escalate to plant manager
Slack Notify maintenance team
PO System Create purchase order
No cross-contamination. No unauthorized access. 5min workflow timeout Parallel isolation Schema drift detection
Ask

Questions that need
real investigation

Ask a question in plain English. Multiple agents investigate in parallel — querying your databases, documents, and SaaS tools simultaneously. Not one at a time, not one platform. They cross-reference findings and synthesize an answer with full citations.

https://app.thallus.ai/

What's driving the increase in enterprise ticket escalations?

Planning... 0.0s
Analyzing query and selecting agents
Thallus

Escalations are up 34% since the v4.2 release. 71% cite the new SSO flow. Average first-response time increased from 2h to 6h due to Tier 1 routing gaps.

Sources (3)
1
Zendesk: 38 tickets analyzed SSO-related escalation pattern
96%
2
PostgreSQL: Escalation trends 34% increase since v4.2
91%
3
SLA Documentation Tier 1 routing policy gaps
85%
Your Data

Bring your documents, databases, and files

Thallus doesn't just connect to SaaS tools. Upload documents, sync cloud drives, and connect databases — then ask questions that span everything.

Upload documents

PDF, Word, Excel, CSV, and text files. Up to 25 MB per file with automatic deduplication.

Sync cloud drives

Google Drive, OneDrive, SharePoint, and Nextcloud. Auto-sync with delta detection keeps knowledge current.

Connect databases

PostgreSQL, MySQL, MongoDB, Snowflake, BigQuery, Redshift, Databricks, and more. 20+ database types.

Read-only by default — your databases are never modified Automatic PII detection across 7 categories Semantic search with query expansion
Model Agnostic

Don't lock your data strategy
into one AI provider

Switch providers without rewriting workflows. No vendor lock-in. No renegotiating contracts.

OpenAI Anthropic Gemini xAI OpenRouter Llama Mistral Your own fine-tuned models
Swap providers with zero workflow changes
Per-user API key support (BYOK)
Run local models via Ollama for air-gapped deployments
Security

Enterprise-grade security for every customer

Not just for enterprise plans. Every Thallus account gets the same security infrastructure.

Self-hosted & air-gapped

SaaS, self-hosted, or air-gapped. Deploy on your infrastructure with full network isolation.

Model agnostic

No data sent to any AI provider you don't choose. Run OpenAI, Anthropic, Gemini, Llama, Mistral, or your own models.

HIPAA-grade security

HIPAA-grade safeguards on every account. AES-256 at rest, TLS 1.2+ in transit. BAA available. Not an add-on, not enterprise-only.

Your data never trains AI

Customer data is never used to train, fine-tune, or improve any AI model. Contractually guaranteed.

SOC 2 Type II & HIPAA compliant

SOC 2 Type II and HIPAA compliant with 100% of controls passing. Full compliance program managed through Vanta with continuous monitoring.

Full audit trail & access control

Every agent action, tool call, and data access logged. 4-tier role-based access from platform to individual user.

HIPAApowered by Vantacompliant SOC 2TYPE IIpowered by Vantacompliant
View Trust Center

Simple, transparent pricing

Start with a 14-day free trial. Every plan includes LLM credits. Bring your own API key to save and get 25% more investigations.

Starter

$45/mo

For individuals getting started

What's included

  • 100 investigations/mo
  • 1 user
  • SaaS integrations
  • Community support
Bring Your Own Key
$30/mo

125 investigations/mo

25% more · 33% off
Get started
Most popular

Pro

$149/mo

For professionals and power users

What's included

  • 350 investigations/mo
  • 3 users
  • All SaaS integrations
  • Database & warehouse queries
  • API access
  • Priority support
Bring Your Own Key
$99/mo

440 investigations/mo

26% more · 34% off
Get started

Enterprise

Custom

Tailored to your organization

Everything in Pro, plus

  • Unlimited investigations
  • Unlimited seats
  • Self-hosted option
  • All integrations
  • Custom API & MCP connections
  • SSO & audit logs
  • Dedicated support
  • Custom SLAs
Bring Your Own Key

BYOK supported with custom pricing. Connect your existing LLM contracts.

Contact sales
Why Thallus

Built different

Unlike single-platform AI tools

Connects to your databases, documents, and SaaS tools simultaneously. One question, every source.

Unlike pre-built AI plugins

Design custom multi-agent workflows with conditional logic, approvals, and parallel execution.

Unlike cloud-only AI

Self-hosted, air-gapped, or SaaS. Your data never has to leave your infrastructure.

Unlike single-model platforms

Swap between OpenAI, Anthropic, Gemini, Llama, Mistral, or your own models. No rewriting, no lock-in.

Ready to put your tools to work?

Start with Starter. Scale when you're ready.

Get started