Deployed at Fortune 500 companies

Sovereign AI platform for enterprise

Imagine is an automation and decision intelligence platform that you deploy in your own cloud account. Our built-in inference-optimized small models enable unlimited usage and no per-token charges.

  • Full deployment in your VPC
  • Zero data egress
  • No external model dependence

imagine · deployed in your cloud

Your VPC

  1. Your teams and applications

    Assistants, agents, workflows and insights built on the platform

  2. Imagine

    The AI agent platform, deployed in your cloud account

    • Workflow builder and BI engine
    • Inference‑optimized local model repository
    • Single sign‑on (SSO)
    • Data policy enforcement and permissions engine
    • Observability stack (LGTM)
    • Built‑in audit AI agent
  3. Your systems of record

    Enterprise data across your functions

    • IT
    • HR
    • Finance
    • Legal
    • Marketing
    • Sales
    • Customer success
    • Operations

Outside the VPC

No calls to a model provider's API

No per-token bill

Use cases

Workflows and insights across all departments

Imagine automates repetitive workflows, runs predictive analysis and models scenarios across every department, each aimed at a measurable return on investment.

  • IT

    • Service desk incident to resolution
    • Joiner, mover and leaver provisioning
    • Quarterly user access reviews
    • License and asset reconciliation
  • HR

    • Hire to retire employee lifecycle
    • Recruit to onboard, offer to day one
    • Payroll variance and exception checks
    • Headcount and attrition reporting
  • Finance

    • Record to report and period-end close
    • Procure to pay with three-way match
    • Order to cash and collections
    • FP&A variance analysis and forecasts
  • Legal

    • Contract review against your playbook
    • Request to contract intake and routing
    • Obligation and renewal tracking
    • Legal hold and eDiscovery triage
  • Marketing

    • Campaign to lead, scoring and routing
    • Brand and regulatory content review
    • Content localization across markets
    • Spend and attribution reporting
  • Sales

    • Quote to cash and deal desk approvals
    • RFP and security questionnaires
    • Pipeline and forecast roll-ups
    • Territory and quota planning
  • Customer success

    • Issue to resolution across channels
    • Customer onboarding and implementation
    • Renewal and churn risk signals
    • Quality review of every interaction
  • Operations & supply chain

    • Sales and operations planning (S&OP)
    • Supplier onboarding and risk checks
    • Inventory and logistics exceptions
    • Plant and site performance rollups
  • Risk & compliance

    • KYC refresh and AML alert triage
    • SOX control testing and evidence
    • Regulatory change impact analysis
    • Third-party risk assessments

Your stack

Imagine connects to the systems you already run.

Connectors for 1,000+ tools come built in, and access to your systems of record is governed and permissioned. For internal systems that aren't covered, Imagine's engineers build the connector.

  • Salesforce
  • NetSuite
  • Snowflake
  • SharePoint
  • Ramp
  • Microsoft 365
  • Outlook
  • Slack
  • Zendesk
  • HubSpot
  • Stripe
  • Gmail
  • Google Drive
  • Google Sheets
  • Notion
  • + Many more
  • + Custom connectors

Controls

Security, reliability and model governance.

  • Security and access

    • Deployment in your VPC or on premises
    • SSO, SCIM provisioning and role-based access control
    • PII handling controls
    • Configurable data retention
    • SOC 2-aligned security controls
  • Reliability and change control

    • Audit logs and approval chains
    • Versioned workflows under change management
    • Data backup and restore
    • Contractual SLAs and uptime targets
    • Reporting for audit, risk and business owners
  • Model governance

    • Evaluation suites and drift detection
    • Regression tests on every change
    • Sandboxed testing before release
    • Model routing and usage-cost monitoring

Questions

What is Imagine?

Imagine is a self-hosted AI agent platform that teams can use to automate workflows and generate insights across functions such as HR, finance, legal, marketing and operations. A company deploys Imagine entirely inside its own VPC with inference-optimized small models included, so there are no per-token charges and company data stays inside its security perimeter. A built-in audit AI agent reviews every agent action for security and accuracy.

What does zero token costs mean?

Zero token costs means there is no per-token bill for running AI on Imagine. Inference-optimized small models are included in the platform and run inside your VPC, so usage is unlimited: no model provider meters it, and an extra prompt, agent step or document adds no token charge. If you want to use an external model as well, Imagine connects to it with your own API keys, and that provider bills its usage to you directly.

Does any of our data leave our VPC when we use Imagine?

No. Imagine deploys entirely inside your VPC, so your data never leaves your security perimeter. The models, the platform and the data they work on all stay inside it, and prompts, documents and outputs are never sent to an external model provider.

Does Imagine support single sign-on (SSO)?

Yes. Imagine supports single sign-on, so your team signs in to the platform through your existing identity provider, with the same sign-in policies you already enforce for every other internal system.

How is Imagine different from calling a model provider's API?

A model provider's API runs the model on the provider's servers and bills for every token. Imagine includes inference-optimized small models that run inside your VPC, so usage is not metered per token and the data never leaves your perimeter. Because prompts and documents never reach a model provider, there is no risk of your proprietary data ending up in the training data of a public model.

Research

How enterprises have deployed AI

The Enterprise AI diffusion report is Imagine's research on how large companies deploy AI inside their organizations: who owns AI, whether the company built or bought its platform, which models run where, and how many employees use it.

Open the Enterprise AI diffusion report

Run your own AI platform

Workflows and agents

  • Workflow builder with a template library
  • Custom workflows with branching and connectors
  • Schedule, email, form and spreadsheet triggers
  • AI steps, human approvals and run history
  • Assistants and agents built on the platform
  • One workflow across many systems, from a single trigger
  • Exception handling and escalation to a person

Insights

  • BI engine for dashboards and reports
  • Live dashboards across connected systems
  • Board and executive reporting packs
  • Recurring operating and regulatory reporting
  • Rollups across teams and subsidiaries

Integrations

  • 1,000+ connectors out of the box, plus custom connectors
  • Federated, governed access to your systems of record

Models

  • Inference-optimized local model repository
  • Unlimited usage with no per-token charges
  • Optional external models on your own API keys
  • Model routing and usage-cost monitoring

Security and governance

  • Deployment in your VPC or on premises
  • Zero data egress by default
  • SSO, SCIM provisioning and role-based access control
  • Data policy enforcement and permissions engine
  • PII handling controls and configurable data retention
  • Built-in audit AI agent and audit logs
  • SOC 2-aligned controls and procurement support

Reliability and quality

  • Observability stack (LGTM)
  • Evals, drift detection and regression tests
  • Sandboxed testing before release
  • Versioning and change management
  • Data backup and restore
  • Contractual SLAs and uptime targets
  • Reporting for audit, risk and business owners

Support

  • Forward-deployed engineers for implementation
  • A named customer success manager and solutions engineer