Your stack. Your way.

Integrate with everything. Deploy anywhere. Scale as you need.
Gathr.ai adapts to your environment—not the other way around.

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Integrate with everything

Built to work with what you already have.Gathr.ai integrates with all the platforms and products you already use—from data lakes to governance systems,
feature stores to AI platforms—so you can deliver intelligence without reengineering your ecosystem.

Sources and systems

Ingest from lakes, warehouses, orchestrators, ERPs, CRMs, and other internal systems.

E.g. Snowflake, BigQuery, Redshift, Kafka, SAP, Salesforce, Workday

Sources and systems

DevOps, CI/CD and observability tools

Plug into your engineering and deployment workflows.

E.g. GitHub, Jenkins, Airflow, PagerDuty, Datadog.

DevOps, CI/CD and observability tools

Governance, catalogs, and quality tools

Sync with your metadata, lineage, and data health systems.

E.g. Alation, Collibra, Atlan, Great Expectations

Governance, catalogs, and quality tools

Security, identity and access platforms

Ensure secure, governed access with SSO, role mapping, and more.

E.g. Okta, Azure AD, LDAP, custom IAM setups.

Security, identity and access platforms

AI/ML platforms

Work with your existing model development, training, and deployment stack.

E.g. MLflow, SageMaker, Vertex AI, Hugging Face

AI/ML platforms

Action layer

Feed results into the systems where decisions are made and actions happen.

E.g. Slack, Teams, email, dashboards, webhook endpoints, automation tools.

Action layer

Analytics & BI tools

Feed insights into existing tools used for decision-making.

E.g. Power BI, Tableau, Looker, Superset.

Analytics & BI tools

APIs and custom systems

Connect internal apps, proprietary platforms, and custom solutions

Supports REST, gRPC, webhooks, and SDKs.

APIs and custom systems

Built for deep developer control. Extend Gathr.ai your way—create custom connectors, script ingestion logic, or control data flows with APIs.

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Deploy on your terms

Bring Gathr.ai to your infrastructure and control boundariesDeploy Gathr.ai where and how you want—without changing your cloud strategy, security posture, or governance standards.

Any environment, full control

  • Fully managed SaaS on gathr.ai’s cloud
  • Bring your own Cloud (BYOC)
  • Operate on any cloud/multi-cloud
  • Provision via cloud marketplaces
  • Run on your VPC or on-premises
  • Supports hybrid deployment
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One studio, many environments

A single gathr.ai studio can connect to multiple deployments—from cloud to containers.

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Build once, deploy anywhere

Develop pipelines and applications on any infrastructure. Seamlessly move them across environments without rewrites. Ensuring consistency and performance across setups.

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Deploy with confidence using configuration-driven setup and Infra-as-Code, with full transparency and automation.

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Provision with full control

Orchestrate, automate, scale—your way

Gathr.ai supports enterprise-grade provisioning across complex environments.

Define workspaces, isolate among teams, set policies, and automate provisioning—all within your existing DevOps frameworks.

  • Workspaces for environment isolation and team-level governance
  • Fine-grained policy controls over compute, data, and AI usage
  • Single-tenant or multi-tenant operation modes
  • Autoscaling, burst-mode execution, and zero downtime upgrades

Program everything—from policy to provisioning—using APIs, CLI, or your Infra-as-Code workflow.

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Execute anywhere

Run workloads on your choice of infrastructure Execute data and AI workloads flexibly across your stack—with full control over performance, cost, and scale.