Control for your data

The right data, at the right time.

Provide time-boxed, just-in-time provisioning of aggregated & scoped data from disparate systems — fully in your environment.

Backed by infra & security investors

Use cases

Controlled data access for AI agents

Give AI agents curated access to the right enterprise data, with reusable, secure connectors instead of open permissions or one-off integrations.

Standardized AI reporting

Create one governed data layer for AI reporting, so teams get consistent outputs, with the right policies and guardrails already enforced.

Third-party vendor access

Give vendors time-boxed access to data across multiple systems, scoped to exactly what they need, without copying data outside your environment.

Production data for support teams

Provide ticket-scoped access to live production data. Fully logged, automatically revoked, and without broad PAM-style access.

How it works

Deploy

Deploy in your VPC. Data never leaves your environment.

Connect your data sources. Catalog them automatically using AI or configure with your own metadata.

Request

Ask for exactly what you need, not broad access.

Every request is scoped, policy-checked, and approved before any data is exposed.

Access

A secure, isolated container provisioned on demand.

Access data via SQL, API, or MCP. When it expires, the container is torn down. Everything is logged.

Data tunnels

Curated & secure data access in seconds.

With a single request, create a governed data tunnel and share it with vendors. They can access exactly what they need, in an isolated container in your cloud.

<1s

2GB provisioned

<1ms

Query latency

10M+

Row benchmark

Standing credentials

Under the hood

Deployment model

Single stateless binary deployed in your VPC — VMs, Kubernetes, or Docker. No data leaves your environment.

Data connectivity

Native connectors for Postgres, MySQL, Snowflake, Oracle, S3, SSH, and more. Extensible for custom sources.

Catalog & discovery

AI-assisted scan indexes schemas across sources. Fully configurable post-scan — override, enrich, or restrict as needed.

Request model

Declarative data requests: sources, columns, row filters, joins, masking rules. Defines the exact shape of data access.

Policy & approvals

Requests evaluated against policies and approval workflows. No standing access or over-provisioned roles.

Access interfaces

Query via SQL, API, or MCP. Same contract across all interfaces.

Data isolation

Each data request runs in its own container; no shared credentials or persistent access paths.

External access

Secure, Zero Trust Data Tunnels. No replication, VPNs or firewall changes required.

Lifecycle

Environments auto-expire and de-provision on schedule or via API. No manual cleanup required.

Auditability

Full-fidelity logs: every request, query, approval, and access path. Stream to SIEM, S3, etc.

Performance

2GB provisioned in <1s. Sub-ms queries, horizontal scaling, benchmarked on 10M rows.

Ready to make data access time-bound and controlled by default?

Handle today's access needs — vendors, support, reporting — while building the control layer required for AI.