Agent Shell
A governed conversational workspace that accepts questions, files, meetings, and workflow requests from web or team channels.
About Finclaw
Finclaw turns financial work into agent workflows.
Domain agents, trusted knowledge, multi-model reasoning, permissioned tools, and audit-ready deliverables in one workspace.
Finclaw Agent
One agent layer across channels, memory, tools, and reports.
Team messages flow into a finance-tuned agent, then activate the right memory, retrieval, redaction, task, and reporting capability.
TelegramWhatsAppSlackLarkFeishu
Finclaw Agent
Memory
Tasks
Vectors
Redaction
Reports
Workflow Core
AI that fits into every workflow.
Ask once. Finclaw grounds the task, runs approved tools, and turns the result into the next reviewable business object.
Finclaw — New Chat
Ask anything...
Multi-Model Access
Access the world's best models.
GPT
Claude 4
Gemini 2.5
Llama 4
Qwen 3
DeepSeek R1
Mistral Large
Command R+GPTClaude 4Gemini 2.5Llama 4Qwen 3DeepSeek R1Mistral LargeCommand R+GPT-4.1Claude 3.5Gemini FlashLlama 3.3Qwen 2.5DeepSeek V3Mixtral
PerplexityGPT-4.1Claude 3.5Gemini FlashLlama 3.3Qwen 2.5DeepSeek V3MixtralPerplexityArchitecture
One agent system, four controlled layers.
Domain Brains
Research, reporting, compliance, operations, and client-service agents carry dedicated prompts, knowledge sources, and execution rules.
Tool Plane
Market data, document parsing, search, Lark, slides, reports, and task tools are exposed through typed capabilities with strict budgets.
Trust Layer
Every meaningful run keeps sources, tool calls, reviewer decisions, memory writes, and delivery artifacts audit-ready.
Under the hood
Four systems behind every workflow.
SYSTEM 01 · MEMORY
Three-tier memory
Core memory for identity and rules. Episodic memory for conversation context. Archival memory for long-term project state.
core · episodic · archivalSYSTEM 02 · ORCHESTRATION
5 specialized agents
Main · Coordinator · Researcher · Composer · Executor. Each with role-scoped tools and prompts; routes by deterministic intent first, fallback LLM.
main · coord · researcher · composer · executorSYSTEM 03 · RUNTIME
Task Runtime · Done Gate · RunState
Long tasks survive restarts. Idempotent batch queue. Done Gate prevents premature completion. Replay from any failure.
TaskRun · DataSlot · DoneGate · RunStateSYSTEM 04 · SANDBOX
Skills sandbox & tool gateway
Custom Skills run in isolated sandbox with security scan. Tool gateway enforces ACL, scope, and audit on every external call.
skills sandbox · tool gateway · auditPlug into the systems you already use
Connect what you have — Finclaw is the workflow on top.
Five groups of connectors mapped to the work they actually run. We do not ask you to migrate; we sit on top of what your team already pays for.
Market data
- PolygonLive
- TiingoLive
- FREDLive
- FrankfurterLive
- CoinGeckoLive
Powers
Daily Macro Brief · Watchlist · Multi-provider quote chain
Documents & knowledge
- Lark WikiLive
- Local drive / S3Live
- PDF / Office / scanned filesLive
- NotionRoadmap
Powers
RAG citations · Document-level ACL · PII redaction
Internal systems
- CRMRoadmap
- Portfolio Management SystemRoadmap
- Bank feedsRoadmap
- Custodian portalsRoadmap
Powers
Client Quarterly Pack · Position attribution · Account note pulls
Communication & delivery
- Lark messages & tablesLive
- EmailLive
- TelegramLive
- WhatsAppRoadmap
Powers
Approved-then-shipped reports · Watchlist alerts · Daily push
Identity & audit
- Lark OAuthLive
- Invite credentialsLive
- AWS KMSLive
- Audit log (append-only)Live
Powers
Tenant isolation · Field-level encryption · Compliance trail
Live = available today. Roadmap = scoped, scheduled, available to design partners on request.
Capabilities & Guide
Feature overview
Select a module to see what it does, why it matters, and how the current UI presents the workflow.
70+
Features
50+
AI Models
87K+
Skills
16
Categories
* Skills count reflects listings available in the public marketplace.
MeetingsHOT
From raw recording to editable meeting notes
One tap to start recording — switching pages never interrupts. 30-second chunks stream through IndexedDB with crash-safe resume, so long meetings never hit the 413 wall. The detail page ships a full workspace: colored speaker labels, versioned AI summaries, 5-language translation, Markdown / DOCX / PDF export, embedded chat, custom prompt templates, and Lark minutes import.
- Draft meeting + IndexedDB chunked resume for long recordings
- Tingwu deep transcription with colored speaker labels & rename
- 5-language translation, versioned summaries, version history
- Embedded chat, custom prompt templates, Lark minutes import
Finclaw — Meetings
00:00
Meeting Notes · v3
## Key Decisions
• Q2 roadmap prioritises mobile client and voice search
• Legal to review pricing page by Fri
Governance
Read by default. Reviewed before action.
Finclaw is designed for finance teams that need provenance, approvals, tenant boundaries, and controlled execution before agents touch external systems.
Trusted data
Knowledge, files, market feeds, and internal sources stay traceable.
Permissioned tools
Agents receive only the tools and budgets needed for the task.
Done gates
External actions and client-facing output pass explicit review points.
Replayable runs
Tool calls, sources, artifacts, and memory writes remain inspectable.
Tenant boundaries
Workspaces, users, knowledge, and admin scopes remain separated.
Audit posture
Every answer can show why it was produced and what it relied on.