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Enterprise agent workbench

ThinkWorkA native AI-agent workbench for the enterprise

An AI workbench installed on the enterprise desktop: chat, RAG, MCP tools, agent workflows and document/PPT generation in one native client. Models are supplied by ThinkMaaS, with an embedded WeKnora knowledge sidecar, offline SN licensing and on-prem operation.

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ThinkWork / Enterprise AI workbench
608tests
6workbenches
MCPtool eco
Capabilities

Put agent power on the enterprise desktop

Chat, retrieval, tools, workflows and creation in one native client

Native desktop experience

A PySide6 native client — not a browser wrapper — with local windows, shortcuts and system integration that keep working offline.

Chat & agents

A task-oriented agent harness: multi-turn planning, tool calling and result collection that break complex work into automatable steps.

RAG retrieval

An embedded WeKnora sidecar delivers retrieval-augmented, traceable answers from local and private knowledge bases.

MCP tool access

Standard MCP connects enterprise systems and tools, linking digital employees to existing business with pluggable capabilities.

Document & PPT

Intelligent creation from raw material to finished drafts — one click to structured documents and decks.

Offline licensing

SN offline licensing (Ed25519 verification) enables fully on-prem, data-stays-in-domain deployment for compliance.

Agent workbench

Not just chat — it finishes the job

ThinkWork is an agent harness: understand the task, plan steps, call MCP tools and the knowledge base, and produce documents and PPT — automating repetitive knowledge work.

  • Plan & act: decompose goals into steps, calling tools and retrieval as needed.
  • Tool ecosystem: MCP-standard access to systems and tools, pluggable.
  • Durable output: turn conversations into documents/PPT as reusable assets.
ThinkWork · agent workflow
planning
tool call
Model & knowledge

Models from ThinkMaaS, knowledge from WeKnora

It builds no model: capabilities come from the ThinkMaaS gateway while the WeKnora sidecar gives traceable retrieval — permissions and quotas centrally governed.

  • Unified supply: call GLM, DeepSeek, GPT and more through one gateway with governed cost/quota.
  • Traceable QA: retrieval grounds every answer with cited sources.
  • Offline license: SN local verification supports fully air-gapped use.
ThinkMaaS + WeKnora
gateway
retrieval
608
tests
6
workbenches
100%
offline-ready
0
data leaves
How it works

Four steps from install to output

Native, offline-controllable

1

Install & license

Deploy the native client and activate via SN offline licensing.

2

Connect knowledge

Link the WeKnora sidecar and ThinkMaaS model capabilities.

3

Orchestrate

Decompose tasks via chat or agent workflows calling MCP tools.

4

Produce

Generate documents and PPT as reusable enterprise assets.

Use cases

Government/enterprise officeKnowledge-intensive rolesResearch & analysisProposal & report authoringAir-gapped networks
Preview

Interface at a glance

ThinkWork — workbench
chatworkflow
Workbench homeChat, task and tool entry points with clear agent run status.
ThinkWork — authoring
documentPPT
CreationFrom material to document/PPT with sources always at hand.

Give your desktop an AI workbench

Experience ThinkWork's agent workflows, RAG retrieval and output generation.

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FAQ

Frequently asked about ThinkWork

What is ThinkWork?

ThinkWork is an enterprise AI-agent desktop workbench by ThinkAlike — a PySide6 native client combining chat, RAG, MCP, agent workflows and document/PPT generation.

Is it a web app?

No. ThinkWork is a native desktop client, not a browser wrapper, supporting offline operation and system integration.

Where do models and knowledge come from?

Models come from the ThinkMaaS gateway; retrieval comes from the embedded WeKnora sidecar — traceable and citable.

Can it run offline on-prem?

Yes. With SN offline licensing (Ed25519), it supports fully air-gapped deployment, keeping data in-domain.