Systaumate is an agentic AI product engineering platform that runs the full software development lifecycle (SDLC). AI Agents take a product brief from requirements through to production. Every producer AI Agent is paired with an independent reviewer AI Agent behind human approval gates, so nothing ships unverified, and Systaumate hands back every artifact it produces: source code, specifications, designs, tests and runbooks, with a per-release Git audit trail. One small team of senior experts can run many products, modules and releases in parallel.
Systaumate is an AI-native agentic product engineering platform that runs the entire software development lifecycle (SDLC), not just the coding slice. Point it at a product brief and it grooms the requirements, then conceives, designs, architects, builds, tests, deploys and operates the product. Forty-three specialist producer AI Agents cover every discipline a delivery team needs: product management, UX design, solution architecture, backend and frontend development, QA, DevOps and SRE, each one supervised by its human expert counterpart. Your people stay in the chair that matters. A Delivery Lead steers the work from Mission Control, while the Product Manager, Architect, Developer, QA Lead and SRE each own the gates that call for their judgment. Work is organised the way delivery teams already think, as Projects, Modules and Releases.
What makes agentic delivery trustworthy is verification, and in Systaumate it is structural rather than bolted on. A deterministic Orchestrator, a workflow engine rather than an LLM, sequences every step, so execution is repeatable, resumable and auditable instead of improvised. Each of the forty-three producer AI Agents is paired one-to-one with an independent reviewer AI Agent that checks its output adversarially against the governing inputs, which is what stops an agent from approving its own work. Above that sits a three-tier gate system: deterministic hooks run first, then AI review, then the human approval gates you choose to keep. Nothing advances unverified, and reviewers are held to a verification-integrity contract, raising real defects and stopping on thin or ambiguous input rather than waving work through. Every decision is recorded, so you can answer how a release came to be, not just what shipped.
You own the output completely. Systaumate hands back the source code and every artifact it produces, including specifications, designs, architecture decision records, test suites and runbooks, committed to your own repositories with a per-release Git audit trail, branch-per-release isolation and human-only merge to main. There is no black box and no lock-in: stop using the platform and you keep a working, documented product. The platform is also concurrent by design, with isolated per-run sandboxes and per-release state letting one small team drive a portfolio of products, modules and releases in parallel rather than one thread at a time. It runs as multi-tenant SaaS with per-tenant isolation, role-based access control (RBAC), a Super-Admin plane for provisioning tenants, users and roles, and secrets held in an external vault rather than in the platform. Where a project needs more depth, pluggable specialist systems extend it: Testaumate for agentic QA and test automation, and WebRobot for codeless, adaptive Web and API integrations. Systaumate is built for software studios, agencies and product organisations that want delivery at the scale of a large team without assembling one, replacing agency spend and the coding assistants that stop at the build slice.
Highlights
Runs the entire software development lifecycle (SDLC), not just the coding slice. Point Systaumate at a product brief and it grooms the requirements, then conceives, designs, architects, builds, tests, deploys and operates the product. Forty-three specialist producer AI Agents cover product management, UX design, solution architecture, backend and frontend development, QA, DevOps and SRE, so a micro team of senior experts delivers at the scale a much larger organisation normally needs.
Verification is structural, not bolted on. A deterministic Orchestrator, a workflow engine rather than an LLM, sequences every step so execution is repeatable and auditable. Each producer AI Agent is paired one-to-one with an independent reviewer AI Agent that checks its output adversarially, behind a three-tier gate system: deterministic hooks, then AI code review, then your human approval gates. Nothing advances unverified, and every decision is recorded.
You own the output completely. Systaumate hands back the source code and every artifact it produces, including specifications, designs, architecture decision records, tests and runbooks, committed to your own repositories with a per-release Git audit trail, branch-per-release isolation and human-only merge to main. Multi-tenant SaaS with per-tenant isolation and role-based access control (RBAC). Per-run sandboxes let one team run many products and releases in parallel. No black box, no lock-in.
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
This contract prices a single dimension: parallel agent processes. Each unit lets your workspace run one more agent process at the same time. You choose how many concurrent runs you need, and the quantity you buy sets that limit. Pricing scales with the number of units you select, so more units means more runs in flight together. When you hit your limit, a new run waits until one finishes. To raise or lower the limit, you change your contract quantity in AWS Marketplace, and the new figure reaches the vendor automatically.
Top-of-mind questions for buyers
What counts as one parallel agent process for billing?
A unit is one concurrent run in flight. A run is a product moving through phases toward delivered software. Each unit lets your workspace hold one more run at the same time. A run parked at a human gate still holds its place, since approving it puts it straight back to work.
What happens when I reach my parallel process limit?
Starting another run is refused with a message saying so. Nothing is lost. You can start it as soon as a current run finishes. A run waiting at a gate still counts against your limit, because it resumes work once you approve it.
How do I raise or lower the number of parallel processes I can run?
Change your contract quantity in AWS Marketplace. The new figure reaches the vendor automatically. A run parked at a gate consumes nothing and waits indefinitely, so it does not use up a slot's capacity while idle.
www.systaumate.com
Helpful?
Vendor refund policy
All Systaumate fees are final and non-refundable, including unused time, seats or capacity. Systaumate immediately delivers source code, specifications, tests and runbooks that you own and keep after cancellation, so a purchase cannot be reversed. Cancel any time to stop future billing; access continues to the end of the paid period. Duplicate or incorrect charges are corrected. Mandatory law and marketplace terms prevail. Please request a trial or pilot before buying: support@sysculus.com
How can we make this page better?
Tell us how we can improve this page, or report an issue with this product.
Give us feedbackReport a problem with this product or seller
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA).
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.
Systaumate is supported directly by the Sysculus product engineering team: the engineers who build the platform, not a first-line script.
Channels. Email support@sysculus.com with any question, defect or onboarding request, or use the contact form at systaumate.com/contact. Phone +91 92123 45846 is available for production-impacting issues.
Hours and response targets. Monday to Friday, 09:00 to 18:00 IST (UTC+5:30). We aim to respond to every request within one business day, and within four hours for an issue affecting a live release.
What is included. Every subscription includes onboarding assistance: initial tenant setup, connecting your source repositories and CI, configuring roles and permissions, and walking your team through the human approval gates so each expert knows what their gate asks of them. Every request is acknowledged, tracked to resolution, and stays visible to you until it is closed.
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
A production-ready foundation for deploying and governing AI agents on AWS. We took what we learned from building agent platforms for our clients and made it easy to deploy.
SAMP 2.0 is built on top of Amazon Bedrock AgentCore for single-agent and multi-agent systems. It helps platform teams standardize agent onboarding, bring governance and security from day one, and accelerate time-to-value.
No licenses, no subscription fees. You own the solution.
An AI-powered platform engineering solution that automatically generates Infrastructure as Code, Dockerfiles, Kubernetes manifests, Helm charts, CI/CD pipelines, and provisions complete production-ready Kubernetes platforms on AWS with built-in security, observability, GitOps, and cost optimization.
A next-gen data engineering accelerator built on AWS and powered by GenAI. Designed to accelerate data product delivery, it automates schema mapping, transformation logic, and validation - reducing manual development effort and increasing trust in data across complex enterprise environments through enhanced quality of code.
ThinkingAI Agentic Engine is an AI agent platform that turns business data into insights and automated actions. Ask questions in plain language - no SQL or analyst needed.
Be the first to review this product. We've partnered with PeerSpot to gather customer feedback. You can share your experience by writing or recording a review, or scheduling a call with a PeerSpot analyst.