# Resources — CodeTogether resources

The whitepaper, the Claritev case study, the press release, and the documentation.

## Featured

- **Whitepaper — The Management Crisis of AI-Gen Software.** https://codetogether.com/resources/whitepaper (Markdown: https://codetogether.com/resources/whitepaper.md · PDF: https://codetogether.com/downloads/codetogether-genai-crisis-whitepaper.pdf)
- **Case study — Claritev makes CodeTogether foundational to its AI transformation.** https://codetogether.com/resources/case-study (Markdown: https://codetogether.com/resources/case-study.md · PDF: https://codetogether.com/downloads/codetogether-claritev-case-study.pdf)
- **Press release — Claritev adopts CodeTogether to bring greater measurement and accountability to AI-assisted development.** https://www.prnewswire.com/news-releases/claritev-adopts-codetogethers-aitrax-to-bring-greater-measurement-and-accountability-to-ai-assisted-development-302830225.html

## Documentation

Deployment guides, integrations, and reference. Everything needed to install, configure, and operate CodeTogether in your environment. https://docs.codetogether.com/

### Choose your setup

- **CodeTogether AI SaaS** — hosted for you. No server to deploy. Connect developer workstations to your tenant and invite the people who need dashboards. https://docs.codetogether.com/setup-on-saas
- **On-premises** — deploy the CodeTogether AI server in your own environment, then point developer workstations at your server. https://docs.codetogether.com/deploy-on-premises

### Explore the platform

- **How it works** — every pull request has a price. What is captured, what never leaves your network, and what runs on a developer's machine. https://docs.codetogether.com/how-it-works
- **AI ROI** — read AI spend against the value your teams delivered, and tell what to amplify from what to stop. https://docs.codetogether.com/ai-roi
- **Dashboards** — the Home overview, a work area's Home, Activity, Flow, Tooling, and Tracking tabs, and the per-person developer profile a roster drills into. https://docs.codetogether.com/dashboards
- **Work areas** — scope what a dashboard reports on, independently of who can open it. https://docs.codetogether.com/work-areas
- **Onboard your team** — get the tracker onto developer workstations so their work is captured, then verify it is reporting. https://docs.codetogether.com/onboard-your-team
- **Reference** — the AITrax CLI and the files it writes on a workstation. https://docs.codetogether.com/reference

Every card opens the matching guide. Manage access, configure, troubleshoot, and the FAQ live there too.

## From the whitepaper: proven impact

- **1,000×** the tokens of code chat for agentic workflows (arxiv.org/abs/2604.22750)
- **48%** of developers always review AI code before committing (Sonar, 2026)
- **830+** apps per enterprise, 60%+ outside IT oversight (Torii, 2026 Annual SaaS Benchmark)
- **74%** plan agentic AI; 21% have a mature governance model (Deloitte, 2026)

"The winners of the AI era will not be the organizations that adopt AI fastest, but those that adapt their SDLC fastest."

## See it on your own numbers

Read the evidence, then run it on your own telemetry. Your first AI report in seven days. https://codetogether.com/get-started

---

- Human view of this page: https://codetogether.com/resources
- All pages as Markdown: https://codetogether.com/llms.txt
- Contact: info@codetogether.com

CodeTogether · Patent pending