WrangleAI - Usage and Cost Optimization
WrangleAI · Cybersecurity & IT
Certification per AWS Marketplace.
Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
WrangleAI empowers organizations to optimize costs, enforce governance, and gain complete visibility over AI usage across multiple models and providers. Designed for data science teams, AI operations managers, Cloud FinOps, and finance departments, WrangleAI delivers immediate cost savings through optimized AI keys, robust policy controls for secure AI adoption, and actionable insights to manage complex AI environments efficiently.
With WrangleAI, organizations benefit from:
Show the rest of the publisher’s description (12 more lines)
Optimized AI Keys: that automatically reduce costs without code changesdelivering instant savings across OpenAI, Anthropic, Google, and other providers
Governance Controls: to enforce usage policies, manage permissions, and ensure compliance across teams and projects
Unified Visibility Dashboard: that tracks tokens, requests, and costs in real-time with intuitive visualizations
Synthetic Groups: for precise allocation and cost tracking by teams, products, or business units
Broad Model Support: including GPT-5, Claude Opus, Gemini Models, and custom model tracking for your entire AI stack
Proactive Optimization Insights: that identify cost-saving opportunities, prevent budget overruns, and reveal usage patterns across teams and models
WrangleAI simplifies AI cost management and governance for enterprises scaling their AI operations. We platform offers a free 60-day trial with no upfront costs, making it easy for teams to experience immediate value.
Ideal for organizations seeking to:
- Cut AI costs with zero friction through optimized keys
- Enforce security and compliance policies across AI usage
- Gain transparency into multi-model AI spending
- Scale AI adoption with confidence and control
Highlights
Highlighted by the publisher on AWS Marketplace.
Optimized AI Keys deliver instant cost savings across OpenAI, Anthropic, Google, SLMs and other providersreducing AI spending by up to 30-60% without code changes or workflow disruption
Unified Visibility Dashboard tracks tokens, requests, costs, and emissions in real-time across all AI models with centralized monitoring, allocation by teams and products, and actionable insights
AI Regulation Ready Controls enforce governance policies, manage permissions, ensure compliance with emerging AI regulations, and provide audit trails for secure, responsible AI adoption at scale
Preview
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Agent build and provenance
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Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Vendor
External enrichment
Plans and pricing as listed
5 listed- Units
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Refund terms
As stated by the publisher on AWS Marketplace.
Please contact us at support@wrangleai.com.
Sources
Publisher resources
2 linksLinked repositories
Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.
Evidence risk is the share of the build you cannot see before you deploy, not a security rating. Sign in to see the layer-by-layer basis for this band.