Prompt
Are there any autocompletion tools that support private code safety and team policy controls?
Latest observation
Jul 20, 2026
OpenAI APIWeb search: off
Yes. There are several autocompletion tools built with private code safety and team policy controls in mind.
Common options
-
GitHub Copilot Business / Enterprise
- Offers organizational controls, policy management, and enterprise privacy protections.
- Typically designed so your code isn’t used to train public models by default in business/enterprise plans.
-
Amazon CodeWhisperer / Amazon Q Developer
- Has security scanning and enterprise features.
- Includes controls for business use and can be integrated with org-level policies.
-
Tabnine
- Known for strong privacy options, including on-prem / self-hosted deployment in some offerings.
- Supports admin controls for teams and enterprises.
-
Sourcegraph Cody Enterprise
- Focuses on codebase-aware assistance with enterprise governance options.
- Can be deployed with tighter data controls depending on setup.
-
JetBrains AI Assistant / enterprise offerings
- Depending on plan and deployment, can fit within company policy requirements.
What to look for
If private code safety matters, check for:
- No training on your code by default
- Data retention controls
- Self-hosted or VPC/on-prem deployment
- SSO, RBAC, audit logs
- Policy enforcement for allowed repositories / languages
- Admin controls for suggestions, telemetry, and sharing
Best fit by need
- Strict privacy / self-hosted: Tabnine, some enterprise deployments of Sourcegraph
- Broad IDE support / mature ecosystem: GitHub Copilot Business/Enterprise
- Security-focused enterprise workflows: Amazon Q Developer
If you want, I can give you a comparison table of the main tools by:
- privacy model,
- admin controls,
- deployment options, and
- pricing/fit.