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What does implementation look like?

Cosine is fast to deploy and easy to integrate. Most teams are up and running in 5–10 minutes on Cosine Cloud, with VPC and on-premise deployments completed in days or weeks.

Cosine is fast to deploy and easy to integrate into existing engineering workflows. Most teams are up and running within 5–10 minutes on Cosine Cloud, and within days for VPC or on-premise deployments — depending on security and infrastructure requirements.

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Deployment timelines

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Cloud & VPC deployments

Time to deploy: Minutes (Cloud) to a few days (VPC)

Time to value: 1–2 weeks

Typical rollout:

  • Setup (Minutes–1 day): Connect your GitHub, GitLab, or Bitbucket repos; integrate Jira, Slack, or Linear for task assignment.

  • Pilot (Days 2–5): Assign initial tasks (bugfixes, docs, small features), observe Cosine’s PRs, and tune configurations (branching rules, permissions, CI connections).

  • Week 2: Expand to more repos or teams; introduce style guides or private fine-tuning for deeper context.

Teams typically reach measurable PR throughput gains within the first week.

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On-premise deployments

Time to deploy: 1–2 weeks (depending on infrastructure and approvals)

Time to value: 3–5 weeks

Typical rollout:

  • Week 1: Installation on customer hardware, network and security validation.

  • Week 2: Integrate with identity provider, CI/CD systems, and connect source control.

  • Week 3+: Assign pilot tasks, validate PRs, and begin scaling to additional teams.

This phased rollout ensures compliance with strict security and air-gap requirements while still achieving production readiness in under a month.

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Getting started

Cosine can be used by individuals or teams — no enterprise setup required.

  • Connect an existing repo, import via URL, or create a new project from scratch.

  • Optionally integrate tools like Jira, Slack, or Linear for richer collaboration.

  • Start assigning tasks immediately after setup.

No infrastructure changes or admin permissions are required to begin.

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Adoption best practices

  • Start small, scale fast: Begin with a single repo or backlog segment.

  • Keep humans in the loop: Review PRs and give feedback early — Cosine learns your standards.

  • Measure outcomes: Track PR throughput, MTTR, and backlog reduction to quantify ROI.

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Real-world rollout example

A global investment bank deployed Cosine in under 10 days for a secure, on-premise pilot. Within two weeks, over 150 developers were using it to maintain legacy systems and ship validated pull requests across multiple teams.

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Related pages

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