← Cases
United StatesFinance and insurance2025 – ongoing

Ramp

Claude Code for engineering workflows

Ramp implemented more than 1 million lines of AI-suggested code in 30 days, Anthropic reported

WorkingVendor case studyVendor ↗

Problem

Ramp engineers spent time cycling between code changes and tests. Incident investigation required gathering information from separate monitoring systems.

Approach

Engineers adopted Claude Code and connected it to testing frameworks. They also used it for documentation and ticket-driven development. Ramp was building incident tools connected to Datadog and Sentry.

Results

1M+lines of AI-suggested code implemented in 30 days, per AnthropicVendor case study[1]
nearly 50%weekly active usage across engineering, per AnthropicVendor case study[1]

Takeaway

The rollout reached recurring engineering work. The suggested incident-triage improvement remained an early observation.

Categories

Business function
IT and R&D
Innovation type
Process innovation
Evidence
Vendor case study

Sources

Source summaries

[1]Anthropic30 Apr 2025

Anthropic reported more than 1 million lines of AI-suggested code implemented in 30 days and nearly 50% weekly engineering usage. Incident tooling was still being built; early observations suggested potential initial-triage reductions of up to 80%.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
Open case page ↗