01
AI needs diagnosis
Sort out high-frequency, high-cost and high-value processes and formulate priorities.
- process interview
- opportunity map
- ROI hypothesis
Apply NowParticipant 03 · ENTERPRISE
Turn real enterprise demandinto validated AI solutions
From business diagnosis, industry proposition, project matching to PoC verification and implementation cooperation, we establish a closed loop of external innovation and internal transformation for enterprises.
1–2 weeksRequirements diagnosis
3–5Candidates
4–8 weeksPoC verification
1 setImplementation route
01 / OVERVIEW
Enterprises do not lack AI tools, but lack the mechanism from problems to results.
CLAWTIME helps enterprises transform the vague "want to do AI" into measurable, pilotable, and purchaseable business propositions, and select suitable OPC and implementation teams from the project pool.
All cooperation starts from business goals, data boundaries, user processes and success indicators, first verifying the value with a small-scale PoC, and then deciding on expansion and long-term implementation.
01A / IN ACTION
From Method to Real-World Action
Each role enters the acceleration system through specific actions: building, validating, reviewing, connecting, and bringing feedback back to the next round of execution.
Let’s look at business processes first, then talk about models and tools
Identify the most validating AI opportunities from high-frequency actions, decision nodes, data boundaries, and cost structures.
Validate value and implementability in real-world environments
Let business leaders, implementation teams and front-line users jointly define success indicators, and use small-scale pilots to quickly review.
02 / MODULES
Four ways for enterprises to cooperate
Each module has clear outputs, review nodes and next steps to ensure that the content actually enters project execution.
02
Industry proposition release
Turn business problems into public or targeted recruiting challenges.
- proposition explanation
- Filter criteria
- data boundaries
03
Project matching and PoC
Screen candidate projects, organize reviews and manage the verification process.
- Program review
- PoC management
- Result review
04
Internal innovation acceleration
Train business backbones to use Agent to reconstruct processes and form projects.
- Talent training
- Internal Hackathon
- Results road show
03 / PROCESS
From requirements to implementation
From entering the platform to producing results, every step has a responsible person, standards and reusable deliverables.
01
STEP 01Business Discovery
Confirm goals, processes, users, data and compliance requirements.
Deliverable: Need medical certificate02
STEP 02Proposal and Recruitment
Define success metrics and invite submissions from matching projects.
Deliverable: Candidate project pool03
STEP 03PoC verification
Test business value with small-scale real data and processes.
Deliverable: Verification results04
STEP 04Implement and scale
Form procurement, integration, training and iteration plans.
Deliverable: Scale route04 / WHO IT IS FOR
Suitable for these enterprises
- +Hope to implement AI in sales, customer service, knowledge base or operations
- +Have clear business leaders and open pilot scenarios
- +Hope to establish an external innovation project pool or supplier ecosystem
- +Need to train internal AI product managers and business innovation talents
05 / DELIVERABLES
Business gains
01AI opportunity and priority map
02Publishable industry propositions
03Candidate project review report
04PoC scope and success metrics
05Pilot results and ROI review
06Implementation, procurement and scaling recommendations
06 / FAQ
Frequently Asked Questions
If you have more specific time, region, cooperation or confidentiality requirements, you can state them directly in the application.
01Can I sign a confidentiality agreement?+
Yes. Collaborations involving internal data, processes and business information can establish confidentiality and use boundaries before a project is launched.
02Do companies need to open up real data?+
Depends on the stage. Desensitized or simulated data can be used in the early stage, and then gradually opened according to compliance requirements after entering the PoC.
03How to ensure project quality?+
The platform screens based on project files, technical review, industry matching and stage milestones, and companies retain the right to make the final choice.
APPLY / CONNECT
Publish an enterprise AI proposition worth solving
Tell us your business goals, current processes, key pain points and expected time, and we will arrange a needs diagnosis.
opc@clawtime.ai