Work spanning multiple steps
Connect workflows that span research, analysis, document preparation, and updates to business systems.
Multi AI Agent System
Specialized AI agents working together across your business
We design and develop systems in which multiple AI agents take on research, analysis, planning, execution, and review. Internal knowledge, existing applications, permissions, human approval, evaluation, and operations are designed as one system.
APPLICATIONS
Where we can help
Fragmented knowledge and applications
Help teams use information and tools across departments while respecting access permissions.
Co-development with internal teams
Work with business users and internal developers through in-house development support or FDE to enable continued improvement.
WHAT WE DELIVER
What we deliver
Agent roles and orchestration
Define responsibilities, inputs, outputs, execution order, and handoff conditions around the workflow.
Knowledge and system integration
Use RAG and APIs to retrieve internal knowledge, access data, and operate applications.
Permissions, approvals, and exceptions
Design action permissions, human review, retries, and escalation when execution fails.
Evaluation and improvement
Create workflow-specific evaluation data and logs to improve quality, execution time, and cost.
DELIVERABLES
Typical deliverables
Agent system and interface
Deliver agents, integrations, and user interfaces for the agreed workflow scope.
Evaluation scenarios and execution logs
Provide evaluation cases, including exceptions, and mechanisms to trace execution results.
Operational and development guidance
Document architecture, configuration, and improvement practices to support ongoing operation and development.
HOW WE WORK
Our approach
Connect discovery with delivery
Carry discovery findings into design and implementation to keep development aligned with its purpose.
Use evidence to guide the next step
Share findings and unresolved issues to decide what to build next and which improvements matter most.
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