Why Posit

Posit puts RStudio IDE, JupyterLab, and VS Code on one platform. Teams build in Workbench, publish to Connect, and control packages with Package Manager. One stack reduces noise, improves control, and speeds delivery.

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One platform for R and Python. Build, test, and publish from the same place.

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Production servers do not reach the public internet for packages. Package Manager serves approved CRAN, Bioconductor, and PyPI snapshots from inside your network.

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Connect records run history and access. Audit sees who ran what and when.

What this means day to day

Fewer tools to manage: IDEs and notebooks live under Workbench. No side servers.
Repeatable results: Snapshots lock package versions. A rebuild next month matches today.
Straight data access: Use drivers for Snowflake, SQL Server, Oracle, Postgres. No home-grown workarounds.
Governed publish: Push Shiny, Dash, Quarto, and APIs to Connect with roles, schedules, and logs.

Posit & Process

We start with process. We map the path from idea to result, then fit Posit to it. Each step has an owner, inputs, outputs, and controls.

Value stream

Intake → define the use case and data sources
Design → set inputs, outputs, and owners
Build → use Workbench projects and templates
Publish → app, report, or API in Connect
Operate → logs, alerts, backups, and patch windows

Controls

SSO and groups (SAML/OIDC, LDAP/AD)
Package snapshots with allow/deny lists
Dev/test/prod folders and sign-offs
Runbooks for jobs, alerts, and recovery

Outcomes

Clear owners and clean handoffs
Rebuilds match the same results
Less spreadsheet work
Faster “build → publish” loop

Our Services

Deploy

Install Workbench, Connect, and Package Manager
Set TLS, backups, SSO, groups, and folders
Choose Kubernetes or VMs and set CPU/RAM limits
Provide base images for R and Python

Integrate

Wire drivers for Snowflake, SQL Server, Oracle, Postgres
Mirror CRAN, Bioconductor, and PyPI with snapshots
Send logs to your SIEM and set job alerts
Define the path from dev to test to prod

Manage

Patch Posit, R, Python, and base images
Maintain snapshot policy and approvals
Track run health and tune capacity under SLAs
Share templates, examples, and office hours

Case Study: Energy Market Risk

The client trades energy. The team needed price curves and forward strips from trusted sources and a clean way to share results. We stood up Posit on AWS ECS with OKTA SSO, TLS, backups, and CloudWatch. Analysts pulled data from MarketView, DTN ProphetX, Bloomberg B-Pipe, and Argus. They published apps, reports, and APIs in Connect under clear roles and logs.

Workbench for secure R/Python projects
Connect for governed publish and schedules
Package Manager for snapshots and approvals

Read the project summary