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Why Mantle Exists
Operations get harder as systems multiply.
#Fragmentation
01
Disconnected Systems
Data lives in silos, and work gets lost between platforms.
#Human error risk
02
Manual handoffs
People copy data, trigger jobs, and chase approvals that software should handle.
#Scale ceiling
03
Can’t Scale Reliably
Processes that worked at a small volume start breaking as demand grows.
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The Product
One engine for everything your business does.
01
Connect
Use existing APIs, webhooks, live streams, or internal tools.
02
Route
Mantle reads each request and sends it to the right workflow.
03
Run
Specialist workers handle the steps, including AI tasks.
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How it Works
Every workflow follows the same basic pattern, so teams can understand what happened without digging through systems.
01
Request arrives
A signal comes from an app, API, event feed, or internal tool.
02
Router decides
Mantle checks the request and chooses the right workflow.
03
Workflow runs
Steps execute in order, with branching and retries where needed.
04
Workers act
Generic, AI, or custom workers complete each task.
05
Result is logged
The outcome is saved, emitted, and traceable.
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Built Different
Three things most platforms can’t do.
Under every workflow, three architectural decisions make Mantle fundamentally different from a standard orchestration tool.
01
#Infrastructure
Scales itself. No engineer required.
Mantle’s worker architecture is distributed by design. When load increases, new worker instances spin up automatically — no manual restarts, no capacity planning meetings, no downtime.
∞ Horizontal scale across unlimited worker instances
Zero-touch provisioning — workers self-register on startup
Isolated queues per worker type prevent cascading bottlenecks
02
#Speed
Every event, delivered the moment it happens.
Mantle doesn’t poll. It listens. Using persistent WebSocket connections and event-driven messaging, Mantle pushes status updates and results the instant they occur — not on the next scheduled sync.
WebSocket-native for persistent, low-latency connections
Event bus broadcasts results to every subscribed consumer at once
Live workflow status with zero polling overhead
03
#Flexibility
Workers built for the job. Every job.
Workers in Mantle are purpose-built — each type optimised for a specific class of work. And every worker is fully customisable: bring your own code, your own model, your own logic.
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AI Workflows
AI becomes a worker, not a separate project.
Integrate AI in steps like classification, summarization, enrichment, routing, or generation. Mantle manages the orchestration.
Native AI workers
Use any model or provider inside a workflow step.
Human review
Pause for approval when confidence is low or stakes are high.
Multi-model routing
Send each task to the model that fits the job.
Full context
Keep prompts, outputs, reviews, and decisions traceable.
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Ready on Day One
Start with one workflow.
Expand when it makes sense.
Mantle does not require a big-bang migration. Connect one process, prove the value, and then move more work onto the platform.
Document processing
AI content pipeline
Customer operations
Data sync and ETL
Approval and compliance
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The Full Stack
Not just a backend.
A complete product experience.
Mantle Core powers your workflows. Mantle UI gives your team a beautiful interface to see, manage, and act on everything — without building it from scratch.
Ready Out of the Box
Dashboards, workflow status views, and worker health monitors — pre-built and wired to Mantle Core.
Fully Customisable
Every component is themeable — swap colours, type, and layout to match your product.
Component-Level Control
Use the whole library, or drop individual components into an existing interface.
Mantle UI is built on top of Mantle Core. One platform, two layers — the engine and the interface.
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Benefits