Define the task
Statement of objectives, submission of information
FinClaw · Multi-tenant agent runtime
From conversation to executionDeliver results in real business workflows
FinClaw provides task execution, tool calling, conversation memory and runtime management for enterprises and financial institutions. Configure AI digital employees for specific roles, departments and workflows, taking agents beyond Q&A to complete tasks, deliver results and retain experience in real business processes, under centralized enterprise management.
Which task would you like to start with?Role-based tasks
Search · Analyze · Complete business tasks
FinClawMulti-tenant agent runtime
Task execution · Tool calls · Session memory
Business systemsTask results and data updates
OA / CRM / ERP / API
Knowledge and skillsEnterprise knowledge · Business skills
Runtime management• Implementation record
Task execution and runtime management
Execute business goals From information retrieval to business processing
Bring information retrieval, tool use and result preparation into one task. Employees review critical steps before approvals, submissions and system updates follow the established business process.
01 02 Use skills and tools
Query data, execute steps
03 Prepare the results
Preparation of forms, lists and materials
04 Review and confirm
Review of content, processing of approvals
05 Submit and update systems
Completed, records maintained
Task execution and tool calling
Plan execution steps around the business goal, call knowledge, form and system tools, and record the results.
Sessions and memory
Retain task context, sessions and relevant business memory so related work can continue.
Concurrency and runtime quotas
Set concurrency, call-rate and task-loop limits to control resource use.
Multi-agent digital employees
Configure digital employees by role Bring AI into everyday work
Configure each agent with the knowledge, skills, tools and permissions its role requires. Employees choose the right digital employee to find information, prepare materials and review results in one workspace.
Office assistant
Find policies and workflows, summarize meetings, and prepare travel, leave and routine approval requests.
Process queries Summary of meetings Application materialFinance assistant
Organize receipts and expenses, reconcile accounts, and prepare reimbursement documents and discrepancy lists.
Cost-setting Accounts reconciliations Anomalous listKnowledge, skills, tools and competencies are configured by position, and key business results are verified by staff checks.
Your private enterprise skills hub
Capture enterprise skills Equip role-based agents with expertise
Turn role-specific SOPs, expert knowledge and business processes into standardized skills. FinSkills Hub reviews and publishes them, and FinClaw calls them during tasks. Skill management and task execution remain separate to simplify maintenance and reuse.
Capture proven ways of working
Package operating steps, SOPs and required tools as business skills to reduce repeated configuration.
Use approved skills
FinSkills Hub scans, reviews and publishes skills. FinClaw calls the skills authorized for each task.
Assign skills by role and version
Configure role capabilities according to skill visibility and installation permissions, and manage skill versions centrally.
MCP and API integration
Connect existing enterprise systems Bring agents into real business workflows
Connect OA, CRM, ERP and finance system interfaces, forms and workflows to agents through MCP or APIs. Business tools are called through MCP, with results presented as cards and forms for employees to review before continuing through existing approval and processing workflows.
Existing enterprise systems
OA · CRM · ERP · Finance
Query interface • Business forms • approval process
Operational tools and interaction
FinFlow
MCP Server provides tools MCP-UI presents the business interface
Travel request
- Access information
- Travel system and claims
- Preparation
- Processes, fees and applications
- Employee Operations
- Check, amend and submit to OA for approval
Reuse existing system APIs
Expose existing queries, forms and workflows as tools while retaining enterprise data and business rules.
Confirm in the business interface
Use MCP-UI to display cards, forms and approval details that employees can review, edit and confirm.
Submit and update business records
Submit confirmed content to existing systems with the required authorization, preserving approval and action records.
Centralized enterprise IT management
Manage task execution centrally Keep every step controlled and traceable
FinClaw manages task execution and runtime resources; FinHub handles organizations, permissions and service hosting. FinSAFE protects the execution environment, while FinGuard governs business-system actions.
Allocate instances by organization
Use FinHub to manage tenants, digital-employee templates and runtime instances. FinClaw executes the tasks assigned to each role.
View management rules
Users and tenants
Configure available services by organization and role, distinguishing between business and management responsibilities.
Templates and runtime instances
Maintain role templates and runtime settings, and monitor service status.
Private deployment
Deploy within the enterprise Run on servers and employee devices
Run agents on enterprise servers or employee devices and manage their workspaces, sessions and tasks. FinDesk provides the employee interface; the CLI supports local testing of tools and skills.
Server and endpoint deployment
Deploy shared or tenant-specific server instances, or run locally through FinDesk or the CLI.
Scheduled tasks
Schedule recurring tasks such as information summaries and business queries.
Save and resume task progress
Enable persistent checkpoints to save progress and resume interrupted tasks.
YOUR NEXT STEP
Discuss FinClaw
Product demos and integration guidance
Tell us about your business needs, existing systems and deployment environment. Our team can provide a product demo and discuss integration.
FinClaw
Frequently asked questions
How do FinClaw and FinHub differ?
FinClaw handles task execution, tool calls, session memory and runtime quotas. FinHub manages users, permissions, agent configuration, model services and hosted instances, providing centralized deployment and maintenance for FinClaw services.
How can business expertise become reusable agent skills?
Package SOPs, expert knowledge and operating steps as skills. FinSkills Hub scans, reviews, publishes and versions those packages; FinClaw installs and uses them according to role permissions.
How does FinFlow connect to existing systems?
Wrap existing system queries, forms and workflows as MCP tools. MCP-UI presents the relevant business cards, forms and approval screens for employee review before processing in the original system.
Can FinClaw run on a private enterprise network?
FinClaw can run on enterprise servers or employee devices with enterprise-configured knowledge, skills and tools. Server deployments manage instances, workspaces, sessions and memory by tenant; FinDesk provides a desktop interface.
Can an interrupted task be resumed?
Persistent checkpoints save task progress for later recovery. Loop limits, call rates and quotas govern execution. For writes to business systems, FinGuard manages duplicate requests and execution records.