Outage traces took weeks; security questionnaires consumed 150 hours each. Sentinel's agents now triage, resolve, and respond—autonomously.
A global leader in business spend management, connecting thousands of enterprises and suppliers across procurement, invoicing, expenses, and supply chain operations.
Engineers started each day manually triaging overnight test failures, and when production issues surfaced, piecing together signals across separate...
“We’re processing 3–5 billion tokens a month. The ability to route intelligently across models on Amazon Bedrock is not a nice-to-have at that volume. It’s a meaningful cost and performance lever.”
Business spend management platform for enterprise procurement and finance.
Cloud computing platform and on-demand infrastructure services.
Coupa's Engineering automation is part of this use case:
Related implementations across industries and use cases
AI support risked hallucinations. Now, 20 specialized models fact-check every answer against strict company policies.
Scattered data and basic coding tools bottlenecked engineers. A 9-agent AI workflow shifts them from writing code to directing AI teams.
Devs manually seeded context for complex tasks. Agents now retain memory for weeks, working independently after a single session.
Devs manually seeded context for complex tasks. Agents now retain memory for weeks, working independently after a single session.
Fragmented tools slowed release cycles. Now, developers use an AI assistant for instant code reviews before QA, accelerating sprints.
Scattered data and basic coding tools bottlenecked engineers. A 9-agent AI workflow shifts them from writing code to directing AI teams.
Reaching a new market meant standing up another dubbing team. One API now dubs into 30+ languages; creators edit tracks before it goes live.
Tournaments running simultaneously meant an hour of manual checks each. AI agents now run them in minutes, freeing the team to be proactive.
Large AI training jobs meant fighting for preemptible slots or leaving campus. Marlowe gave any lab guaranteed multi-node access on demand.
Outage traces took weeks; security questionnaires consumed 150 hours each. Sentinel's agents now triage, resolve, and respond—autonomously.
A global leader in business spend management, connecting thousands of enterprises and suppliers across procurement, invoicing, expenses, and supply chain operations.
Engineers started each day manually triaging overnight test failures, and when production issues surfaced, piecing together signals across separate...
“We’re processing 3–5 billion tokens a month. The ability to route intelligently across models on Amazon Bedrock is not a nice-to-have at that volume. It’s a meaningful cost and performance lever.”
Business spend management platform for enterprise procurement and finance.
Cloud computing platform and on-demand infrastructure services.
Coupa's Engineering automation is part of this use case:
Related implementations across industries and use cases
AI support risked hallucinations. Now, 20 specialized models fact-check every answer against strict company policies.
Scattered data and basic coding tools bottlenecked engineers. A 9-agent AI workflow shifts them from writing code to directing AI teams.
Devs manually seeded context for complex tasks. Agents now retain memory for weeks, working independently after a single session.
Devs manually seeded context for complex tasks. Agents now retain memory for weeks, working independently after a single session.
Fragmented tools slowed release cycles. Now, developers use an AI assistant for instant code reviews before QA, accelerating sprints.
Scattered data and basic coding tools bottlenecked engineers. A 9-agent AI workflow shifts them from writing code to directing AI teams.
Reaching a new market meant standing up another dubbing team. One API now dubs into 30+ languages; creators edit tracks before it goes live.
Tournaments running simultaneously meant an hour of manual checks each. AI agents now run them in minutes, freeing the team to be proactive.
Large AI training jobs meant fighting for preemptible slots or leaving campus. Marlowe gave any lab guaranteed multi-node access on demand.