ClarityArc • Posit Services

Scale analytics with Posit.

Standardize R and Python. Cut sprawl. Improve trust.

Let’s get started

Why Posit

Posit brings RStudio IDE, JupyterLab, and VS Code into one platform. Teams build in Workbench, publish to Connect, and lock packages through Package Manager. One stack cuts tool sprawl, improves control, and speeds delivery.

1
Unified platform for R and Python. Build and publish in one place.
0
Open internet in prod for packages with CRAN/Bioconductor/PyPI snapshots.
100%
Runs and access logged in Connect for audit and review.

Posit & Process

We run process first. Posit fits cleanly into a governed analytics process so work flows from idea to production without chaos.

Value stream

  • Intake → scope use case and data sources
  • Design → model inputs, outputs, owners
  • Build → code in Workbench with templates
  • Publish → app/report/API in Connect
  • Operate → logs, alerts, backups, patching

Controls

  • SSO and groups (SAML/OIDC, LDAP/AD)
  • Package snapshots and allow/deny lists
  • Folders for dev/test/prod and reviews
  • Runbooks for jobs, alerts, recovery

Design outcomes

  • Clear owners and handoffs
  • Fully reproducible runs
  • Fewer spreadsheet handoffs
  • Faster “build → publish” loop

Our Services

Deploy

  • Install Workbench, Connect, Package Manager
  • TLS, backups, SSO, groups, folders
  • Kubernetes or VM deployment with limits
  • Base images for R and Python

Integrate

  • Data drivers (Snowflake, SQL Server, Oracle, Postgres)
  • Package mirrors for CRAN/Bioconductor/PyPI
  • Logging to SIEM; job alerts
  • Dev/test/prod promotion path

Manage

  • Patching of Posit, R, Python, and images
  • Snapshot policy and approvals
  • Run health, capacity tuning, SLAs
  • Templates, examples, enablement

Case Study: Energy Market Risk

We deploy Posit for oil & gas marketing and risk teams. The stack runs on AWS ECS with OKTA SSO, TLS, backups, and CloudWatch. Analysts pull prices and curves from MarketView, DTN ProphetX, Bloomberg B-Pipe, and Argus. Teams publish governed apps, reports, and APIs in Connect. Spreadsheet bottlenecks drop and audit gains full logs.

  • Workbench for R/Python development in containerized envs
  • Connect for governed publishing and job schedules
  • Package Manager for offline snapshots and approvals

Read the project summary