AIAI Deployment Advisor
First break down the actual task, then decide if AI is needed.

Discover the three AI applications your business should prioritize first.

Upload your company profile, job descriptions, and workflows. The system maps out your actual roles and tasks, then evaluates implementation difficulty, internal coordination, data readiness, and confidentiality requirements to identify the three most promising AI projects to validate.

Start DiagnosisView sample report

Use your own API, or choose the platform's built-in document recognition, visual analysis, and diagnostic capabilities.

Initial consultations do not include unverified ROI, fixed pricing, or role-replacement conclusions.

Quick Initial Diagnosis

Only confirm the key information that affects the conclusion.

Two Ways to Use
01

Provide materials.

Briefly describe your company, or upload an existing file

02

Confirm key information

AI pre-fills — just edit and confirm

03

View 3 suggestions

Learn about difficulty, data, confidentiality, and startup requirements

Why not directly ask a general AI?

Generic AI offers inspiration, but enterprises need to turn those suggestions into projects that can be evaluated, validated, and executed.

Great for quick inspiration.

Ask general AI directly

  • You need to decide what to upload and how to phrase your questions.
  • Tends to give generic answers based on the industry and job title.
  • Rarely does system analysis, internal coordination, and data preparation.
  • Even after receiving advice, you still need to decide whether it's feasible.

Useful for judging whether the first project is worth doing and what conditions it requires.

Enterprise AI Deployment Advisor

  • Automatically organize company materials, job descriptions, and workflows.
  • First break down the actual task, then decide if AI is needed.
  • Distinguishing Process Optimization, General Automation, Rule-Based Systems, and AI
  • Clarify implementation difficulty, internal coordination, data preparation, and confidentiality requirements.
  • Only filter the three projects most worth validating.
  • You can continue to request manual feasibility consultation.

Structured Initial Diagnosis

Find the task first, then decide if AI is needed.

Start from real work

First sort out departments, positions, and specific tasks—don't guess the answer directly from industry labels or job titles.

Show only the 3 projects most worth doing first

The backend analyzes additional candidate scenarios, while the frontend only shows the three opportunities most worth validating right now.

Clearly communicate implementation requirements to the business.

Display development difficulty, internal coordination, data preparation, confidentiality level, deployment method, and uncertainty.

The result is not just "what to do"

Also explain how to start safely.

It’s not enough to just tell businesses “what to do”—you also need to explain “under what conditions they can do it.”

Implementation Difficulty and Main Reasons
Which internal team members need to cooperate?
Can existing data be used directly?
Need to reorganize or collect data again?
What sensitive or confidential information is involved?
How are applications, data, and models deployed?
Which operations require manual confirmation?
Conclusion Confidence & Pending Confirmations
Projects Not Currently Recommended

See at a glance whether a project is worth tackling first.

The report homepage focuses on the key business insights first, instead of overwhelming you with technical details.

Example Project

Sales Lead Organization & Quote Preparation Assistant

Extract inquiry information from emails and customer profiles, look up historical quotes, and generate a draft for sales reps to confirm pricing and delivery dates.

Implementation difficulty

Medium

Internal Collaboration

Sales lead, 2 sales reps, 1 IT

Data Preparation

Existing materials available, minor cleanup needed.

Classification Level

High

Deployment Suggestions

Enterprise private apps + model API

Conclusion credibility

Medium

Key Uncertainties

ERP interface availability not yet confirmed

Manual confirmation

Price, delivery time, and final quotation must be confirmed by a salesperson.

View full sample report

Not every problem needs AI

The current system configuration already handles this.
The task occurs too infrequently to be worth developing.
Standardize before data and processes are in place.
Matters involving payments, personnel decisions, or production safety should not be fully automated and closed-loop by AI.

The diagnostic results not only recommend projects but also clearly list items to defer and those not recommended for pursuit.

Start with a small verifiable scenario

Get an evidence-based AI initial assessment for your business, then decide whether further human review or custom development is needed.

Start Diagnosis View sample report

After the diagnosis is complete, you can request a free AI implementation feasibility consultation.