One control plane for supervised process execution.
Design, qualify, run and govern recurring work: from coordinated digital roles to a process operating in production.
- Trigger or intake
- Squad execution
- Human approval
- Output or system action
Design, execution, supervision and evidence, connected around the work.
GUIDSE combines orchestration, reusable capabilities, integrations, approvals, access control, budgets and execution visibility. Each component has a role. Their value appears when they work together around one process, one responsible owner and one measurable outcome.
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SquadsCoordinated digital roles
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QualificationsReadiness before production
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PipelinesWhole-process execution
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Skill StudioGoverned reusable capabilities
- Template BuilderControlled document and spreadsheet outputs
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IntegrationsConnection to existing systems
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ApprovalsHuman judgment at critical points
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IAMControlled access and responsibility
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BudgetsOperational cost boundaries
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ObservabilityExecution, exceptions and performance
Coordinate specialized digital roles around one responsibility.
A Squad brings multiple focused workers into a shared operating scope. Each role has a clear responsibility, while the topology defines how the work moves between them and which context, tools and boundaries they share.
- Sequential, parallel and DAG topologies
- Defined responsibility for every role
- Shared process context
- Model flexibility by task and requirement
- Reusable operating patterns
A promising configuration is not automatically ready for live work. Qualifications define representative cases, expected behavior and acceptance criteria so a Squad can be evaluated before it is approved for a controlled operating scope.
- Test against representative cases
- Compare expected and observed behavior
- Identify failure modes and exceptions
- Version the approved configuration
- Separate experimentation from production use
Real processes in production, not agents in a demo.
Pipelines coordinate intake, data movement, Squad execution, conditions, approvals, state changes and outputs. They connect a qualified capability to the systems and people already responsible for the work.
- Trigger or intake
- Data retrieval
- Squad execution
- Condition and routing
- Human approval
- State write
- Output or system action
Define where the process may continue and where responsibility must return to a person. Approval points pause the flow, preserve the case context and record the decision before the next action proceeds.
The goal is not to remove judgment. It is to reserve judgment for the moments that need it.
- Pending
- Approved
- Rejected
- Expired
Execution history makes status, duration, source, Squad, failures and interventions visible. Teams can investigate what happened, identify recurring exceptions and improve the process with evidence instead of guesswork.
- Status and duration
- Process and source
- Squad and version
- Human interventions
- Errors and exception paths
- Output and next action
- Status and duration
- Process and source
- Squad and version
- Human interventions
- Errors and exception paths
- Output and next action
AI cost should be managed as part of the operation, not discovered at the end of the month. GUIDSE helps teams define limits, view consumption and understand how models, Squads and sources contribute to process cost.
Cost only matters in relation to the result it helps deliver.
Operational budgets
- Budget limits
- Cost summary
- By model
- By source
- Daily history
Skill Studio organizes instructions, tools and domain-specific capabilities that multiple Squads can use. Ownership, access and versioning remain visible, making shared capabilities easier to maintain and review.
- Reusable capability definitions
- Clear ownership and versioning
- Controlled access by team or organization
- Consistent use across Squads
- Easier maintenance and review
Connect to the systems where the work already lives.
GUIDSE can receive inputs and return outputs through documents, email, databases, APIs, webhooks and business systems. The platform fits into the existing operation without requiring the company to rebuild its technology stack.
- API and authenticated access
- Webhooks and triggers
- External data retrieval
- Existing business systems
- Document and spreadsheet workflows
What teams ask before a process runs in production.
Is a Squad the same as a single assistant?
No. A Squad brings several focused workers into one shared operating scope. Each role carries a defined responsibility, and the topology decides how the work moves between them and which context, tools and boundaries they share.
How does a configuration reach production?
Through Qualifications. Representative cases, expected behavior and acceptance criteria are defined first, observed behavior is compared against them, and the approved configuration is versioned before it is used in a controlled operating scope.
Does supervised execution remove human decisions?
No. Approval points pause the flow, preserve the case context and record the decision before the next action proceeds. The goal is not to remove judgment. It is to reserve judgment for the moments that need it.
Do we have to replace the systems we already use?
No. GUIDSE can receive inputs and return outputs through documents, email, databases, APIs, webhooks and business systems, so a process can run without rebuilding the technology stack around it.
How is the cost of running a process kept under control?
Budgets set limits before volume scales, and consumption stays visible by model, by source and by day. Cost is managed as part of the operation instead of being discovered at the end of the month.
Access, exceptions, cost and evidence belong inside the process.
Governance defines who can access the work, which actions require approval, how uncertainty is handled, where data may move, what the operation may spend and how decisions remain traceable.
- Identity and access management
- Human approvals
- Exception escalation
- Data handling controls
- Budgets and limits
- Execution logs and auditability