Products & Solutions
From university labs to industrial deployment, complete solutions built on full-form core algorithms.
Two products, from capability to delivery
The digital-employee workspace turns AI into a working employee; the delivery OS turns scenarios into signable outcomes. Pricing is published on each product site.
Shenggong Harness · AI Digital Employee Workspace
A local-first AI agent workspace: file access, Office processing and automation run on your own machine, only model inference goes over an encrypted network, and team-proven sessions can be distilled into enterprise Skills.
Shenggong FDE Studio · Enterprise AI Delivery OS
Productized FDE methodology: compile a customer scenario into skills, roles and evaluation sets, run a real 14-step delivery, then produce a value report and acceptance package that can be signed.
Capability layer + delivery layer
The hard part of enterprise AI is not the model, but usability, acceptance and accumulation. Each product solves one link of that chain.
Harness provides enterprise AI capabilities
Workspaces, skill marketplace, AI employee roles, transparent models and device tokens — AI works on employees' own machines while files stay local.
FDE Studio turns scenarios into signable delivery
From scenario assessment and plan compilation to real delivery and evaluation, a 14-step pipeline outputs a value report and acceptance package.
Customers get AI that runs, verifies and is reusable
Evaluation gates guarantee quality, audit trails keep the process traceable, and workspace accumulation makes experience reusable.
Start from high-value scenarios and scale after delivery
View allThese scenarios come from public case studies; customer names are withheld for confidentiality.
Every step has a standard and an audit trail
AI projects often stall at sign-off. We define acceptance criteria up front and turn process and results into checkable material.
Evaluation gates
Automated evaluation before delivery; acceptance is blocked below the agreed pass rate.
Value report and acceptance pack
Printable value reports and JSON acceptance packages for immediate sign-off and archiving.
Full audit trail
Deliveries, gates, reports and connections are all logged and traceable.
Private deployment and white label
Deploy in the customer's VPC; brand name, logo and theme are replaceable.
Start with one scenario and deliver a signable AI outcome
Pilot assessment is free. Tell us your scenario and we will propose a delivery plan with acceptance criteria.