Move AI workloads to AWS
in under a day.
Convoy is a production-ready async batch AI platform built for AWS. Apply a CloudFormation or Terraform template in minutes, offload high-volume AI workloads from any cloud, and start generating AI revenue for your customers — and your pipeline — fast.
For AWS sellers:Convoy deployments drive AWS AI usage in customer accounts — supporting your AI goals.
Win AI workloads from Azure and other clouds —
without a months-long migration project.
Customers running AI workloads on Azure OpenAI or other platforms can switch their AI spend to AWS through Convoy's API in a single afternoon. No rearchitecting. No downtime.
Before
AI workloads on Azure, OpenAI, or other clouds. Spend leaving AWS. Full-stack migrations often quoted in months.
→ 1 day
After — on AWS
Eligible AI workloads run on AWS. Existing servers stay untouched. Usage for those workloads lands in the customer AWS account.
Waiting for multi-month SI projects to complete slows AI adoption. Convoy can move eligible asynchronous AI workloads onto AWS quickly — typically in under a day — without requiring the customer's entire application stack to be replatformed.
Leading models through one API.
Access Claude, Llama, Mistral, and Nova in the same deployment. Other cloud AI platforms typically center on a single model family. With Convoy, switch models without changing anything in your infrastructure.
Two paths to revenue.
Pick the model that fits your customer.
Convoy offers a managed SaaS platform for fast-moving teams and a fully self-hosted enterprise deployment via AWS Marketplace — each with its own revenue structure for AWS partners.
Convoy Cloud — Managed SaaS
Shared infrastructure on cnvy.ai. Self-service signup. Stripe billing.
Customers sign up at cnvy.ai, choose a plan, and start sending AI batch requests immediately. Convoy handles all infrastructure — queuing, batching, AI processing, and delivery. Ideal for SMBs, startups, and developer teams who need batch AI without managing their own stack.
Convoy Enterprise — AWS Marketplace
Self-hosted in the customer's AWS account via Terraform or CloudFormation.
Customers subscribe on AWS Marketplace and deploy Convoy into their own AWS account using a provided Terraform module or CloudFormation template. Pre-built Docker images are pulled from Marketplace ECR. Full infrastructure — ECS Fargate, RDS, Cognito, ALB, Secrets Manager, CloudWatch observability, and the batch orchestration engine — typically deployed in under a day. AWS spend runs in the customer's own account.
While others quote months,
Convoy is already running.
Custom AI migration builds are often quoted in months, with significant project fees. Convoy changes the math — for your customer and for your pipeline.
| What gets measured | Traditional AWS SI Partner | Convoy Deployment |
|---|---|---|
| Time to first AI workload on AWS | ❌ Typically months | ✅ Typically under a day |
| Customer-facing cost | ❌ Significant custom project fees | ✅ License fee + API usage |
| AWS AI usage in customer account | ⚠️ Eventually (after build) | ✅ From the first batch job |
| Time to AI spend materializing | ❌ Slow — months before spend materializes | ✅ Fast — first batch = first usage |
| Professional services attach | ⚠️ One-time project | ✅ Ongoing: workflow integration, updates, expansion |
| Competitive displacement motion | ❌ Long contract cycle | ✅ Same-day demo and deployment possible |
| AWS funding eligibility | ⚠️ Standard partner programs only | ✅ May support AI funding pathways (subject to AWS eligibility) |
Document processing and similar batch AI solutions are frequently scoped as multi-month custom builds. Convoy replaces that with a fast deployment and a license model that generates recurring revenue for you as a partner. How that revenue is recognized on the AWS side, and how it counts toward quotas, depends on current AWS program terms.
Every industry has a batch AI backlog.
Convoy processes it at scale.
These are the workloads sitting in every enterprise customer's queue — high-volume, latency-tolerant, and perfectly suited for async batch processing.
Healthcare & Medical
Radiology report drafting, clinical note summarization, ICD coding, and prior auth — processed overnight as batch jobs.
Legal & Compliance
Discovery document review, M&A due diligence, and contract portfolio abstraction — thousands of documents processed in hours.
Financial Services
AML narratives, credit memo generation, earnings call analysis, and wealth reporting — overnight data pipelines already native to finance.
Voice, Audio & Video
Call center QA at 100% volume, sales call intelligence, meeting summaries, and media post-production — all queued and processed asynchronously.
Document Processing
Invoice extraction, form digitization, archive classification — PDFs, scans, and images, the most common enterprise AI use case, delivered in hours instead of months.
E-commerce & Retail
Catalog-scale product copy, review analysis across thousands of SKUs, and SEO metadata generation — overnight batch, ready for morning operations.
Research & Science
Literature synthesis, genomic annotation, and satellite imagery analysis — compute-heavy jobs that batch perfectly on scalable cloud infrastructure.
Marketing & Content
Weekly ad copy variants, email campaign drafts, and content calendars generated in overnight batches — consistent brand voice at scale.
Deliver batch AI on AWS —
faster than any custom build.
Convoy gives AWS service partners and system integrators a production-ready platform to deploy AI batch processing for their customers. Reduce delivery timelines, increase AI adoption, and add recurring revenue to every engagement.
Deploy in Under a Day
Deploy Convoy's full batch AI stack into a customer AWS account using a single CloudFormation or Terraform template, subject to the customer's architecture, security, and procurement requirements. Going from kickoff to first batch job typically takes under a day — dramatically reducing delivery timelines.
Accelerate AWS AI Adoption
Convoy deployments generate AI usage in the customer AWS account, which can support joint selling opportunities with AWS account teams. Revenue recognition and quota treatment depend on current AWS program terms.
Drives AWS AI usageRecurring Partner Revenue
Earn through Convoy licensing, professional services for workflow integration, and ongoing support as customers expand across use cases. A repeatable revenue model that grows with each deployment.
AWS Funding Pathways
Qualifying partners may be able to access AWS partner funding programs, subject to AWS program eligibility and current AWS terms. Consistent Convoy deployments and demonstrated AI revenue can strengthen your position for partner programs.
Subject to AWS eligibilitySecurity & Compliance Built In
Prompt tokenization via AWS Secrets Manager helps keep prompt data out of plaintext storage. Audit logging on every job and security controls designed for regulated workloads. Customers remain responsible for their own compliance requirements.
Scale Across Your Customer Base
Once proven with one customer, the same deployment template scales across your entire account base. Each engagement adds AI usage, reinforces your AWS partner standing, and qualifies for additional incentives.
Ready to bring AI workloads
to AWS — fast?
Whether you're an AWS service partner, an SI looking to add Convoy to your portfolio, or an enterprise ready to offload your AI backlog — let's talk.
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