AInsight⁺ SaaS Project
SME Business Optimizing
AInsight⁺ is an AI enterprise management system designed specifically for SMBs with deep insights into the pain points of owners.
Time Frame
June 2023
Role
UI/UX Design
Involvement
Competitive Review, Design System
Mentor
Ethan Deng



根據政府資料,台灣中小企業家數超過163萬家,占全體企業達98%以上。而對於小規模的公司來說,如何有效且降低經營成本一直是揮之不去痛點。對於他們來說,花上重金使用龐大且複雜的ERP系統似乎不是最優解,資訊密集度高的介面,使用戶望而生畏。所以,我們團隊想要打造一款專為中小企業開發,並由 AI 賦能的管理系統,並以財務功能為主要重點。
According to government data, there are more than 1.63 million SMEs in Taiwan, accounting for more than 98% of all enterprises. For small companies, how to effectively reduce operating costs has always been a pain point. For them, spending a lot of money to use a huge and complex ERP system does not seem to be the best solution, and the information-intensive interface is overwhelming to users. Therefore, our team wanted to build an AI-enabled management system for SMEs, with a strong focus on financial functions.
Challenge —
針對原本臃腫、繁重的 ERP 系統,要如何優化使用體驗,以低門檻入手專業事務呢?
針對原本臃腫、繁重的 ERP 系統,要如何優化使用體驗,以低門檻入手專業事務呢?
How can we optimise the experience of using an already bloated and cumbersome system, so that we can get started in the professional business with better accessibility?
How can we optimise the experience of using an already bloated and cumbersome system, so that we can get started in the professional business with better accessibility?
Research —






About the Interviews —
在產品的開發階段,我們從兩個方面去了解公司對於財務的需求;一邊是中小企業主,另一邊則是會計事務所、記帳士等財會專業人員;這樣的方式帶領我們從兩個不同的立場了解記帳與財務對於公司、對於政府法規的關係。
在產品的開發階段,我們從兩個方面去了解公司對於財務的需求;一邊是中小企業主,另一邊則是會計事務所、記帳士等財會專業人員;這樣的方式帶領我們從兩個不同的立場了解記帳與財務對於公司、對於政府法規的關係。
At the product development stage, we looked at the financial needs of companies from two perspectives; on one side were the SME owners, and on the other side were the accounting firms, bookkeepers and other financial professionals; this approach led us to understand the relationship between bookkeeping and finance to the company, and to the governmental regulations, from two different standpoints.
At the product development stage, we looked at the financial needs of companies from two perspectives; on one side were the SME owners, and on the other side were the accounting firms, bookkeepers and other financial professionals; this approach led us to understand the relationship between bookkeeping and finance to the company, and to the governmental regulations, from two different standpoints.
首先,我們將 online demo 的初步反饋整理成有意義的問題,然後我們進行了約 10 多場深入訪談,對象包括中小企業主、中階主管和會計師,分別代表約20%的中小企業主、60%的中階主管和20%的會計師,以了解不同的立場所帶來的需求差異。
首先,我們將 online demo 的初步反饋整理成有意義的問題,然後我們進行了約 10 多場深入訪談,對象包括中小企業主、中階主管和會計師,分別代表約20%的中小企業主、60%的中階主管和20%的會計師,以了解不同的立場所帶來的需求差異。
First, we collated the initial feedback from the online demo into definitive questions, and then we conducted around 10+ in-depth interviews with SME owners, mid-level executives and accountants, representing around 20% of SME owners, 60% of mid-level executives, and 20% of accountants respectively, to understand the differences in demand arising from different positions.
First, we collated the initial feedback from the online demo into definitive questions, and then we conducted around 10+ in-depth interviews with SME owners, mid-level executives and accountants, representing around 20% of SME owners, 60% of mid-level executives, and 20% of accountants respectively, to understand the differences in demand arising from different positions.



Key Pain Point —
法條知識的缺乏
Lack of knowledge of the law.資訊隱私性管理
Information privacy management.公司帳務需要統一性的處理
The need for uniformity in handling company accounts.兼顧的面向繁雜
Complexity of the business.健康的財務增長
Healthy financial growth.
法條知識的缺乏
Lack of knowledge of the law.資訊隱私性管理
Information privacy management.公司帳務需要統一性的處理
The need for uniformity in handling company accounts.兼顧的面向繁雜
Complexity of the business.健康的財務增長
Healthy financial growth.
Key Insights —
需要整合性的財務解決方案
Integrated financial solutions are required.資訊顯示需要有邏輯化的分別
Information display needs to be logically different.數據顯示清楚,幫助企業主做更好的決策
Data display is clear and helps business owners to make better decisions.
需要整合性的財務解決方案
Integrated financial solutions are required.資訊顯示需要有邏輯化的分別
Information display needs to be logically different.數據顯示清楚,幫助企業主做更好的決策
Data display is clear and helps business owners to make better decisions.
Personas —






Solution —
在了解到需求和問題後,我們經過討論、優先次序之後,決定從資訊架構與設計系統兩方面下手,希望從根本上來滿足客戶。
在了解到需求和問題後,我們經過討論、優先次序之後,決定從資訊架構與設計系統兩方面下手,希望從根本上來滿足客戶。
After understanding the requirements and problems, we have discussed and prioritised our needs and decided to start with the information architecture and system design in order to satisfy the customer at the root of the problem.
After understanding the requirements and problems, we have discussed and prioritised our needs and decided to start with the information architecture and system design in order to satisfy the customer at the root of the problem.
Information Framework — 資訊架構
藉由與財會專業人士合作,找到對於跨單位的合作方式。 Find out how to co-operate with cross-branch organisations through co-operation with finance and accounting professionals.
以公司經營者的訪談內容為根據,找到最適合中小企業的經營管理模式。 Based on interviews with company operators, find the most suitable business management model for SMEs.
藉由與財會專業人士合作,找到對於跨單位的合作方式。
Find out how to co-operate with cross-branch organisations through co-operation with finance and accounting professionals.以公司經營者的訪談內容為根據,找到最適合中小企業的經營管理模式。
Based on interviews with company operators, find the most suitable business management model for SMEs.
藉由與財會專業人士合作,找到對於跨單位的合作方式。
Find out how to co-operate with cross-branch organisations through co-operation with finance and accounting professionals.以公司經營者的訪談內容為根據,找到最適合中小企業的經營管理模式。
Based on interviews with company operators, find the most suitable business management model for SMEs.
Design System — 設計系統
建立一個由設計師與開發團隊共同約定的溝通語言。
Establish a communication language agreed upon by the designers and the development team.藉由設計邏輯的一致性,降低用戶的上手難度,提高易用性 & 可及性。
Reduce the difficulty for users to get started and improve accessibility through the consistency of design logic.釋放團隊的工作效率,減少溝通上的障礙所帶來的負面成本。
Release the team's work efficiency and reduce the negative costs of communication barriers.
建立一個由設計師與開發團隊共同約定的溝通語言。
Establish a communication language agreed upon by the designers and the development team.藉由設計邏輯的一致性,降低用戶的上手難度,提高易用性 & 可及性。
Reduce the difficulty for users to get started and improve accessibility through the consistency of design logic.釋放團隊的工作效率,減少溝通上的障礙所帶來的負面成本。
Release the team's work efficiency and reduce the negative costs of communication barriers.
User Flow —






Wireframes —



Features —






我們在 notion 上打造了專屬於 AInsight 的 product wiki,從設計系統的定義,到對於前端工程師的溝通方式,都有了可依循的標準,增加了產品開發的效率。
我們在 notion 上打造了專屬於 AInsight 的 product wiki,從設計系統的定義,到對於前端工程師的溝通方式,都有了可依循的標準,增加了產品開發的效率。
We built a Product Wiki dedicated to AInsight on notion, from the definition of the design system to the way to communicate with front-end engineers, there are standards to follow, which increases the efficiency of product development.
We built a Product Wiki dedicated to AInsight on notion, from the definition of the design system to the way to communicate with front-end engineers, there are standards to follow, which increases the efficiency of product development.






Human Resource Module
人資模組 —
自動人員時數與薪資計算
Automated Personnel Hours and Payroll Calculator
透過整合工時打卡資訊,讓工作時數和應付薪資一目瞭然。
By integrating clock-in and clock-out information, you can see at a glance the number of hours worked and the payroll payable.
綜覽各部門薪資結構
Overview of departmental salary structures
從本薪、勞健保、加班、時薪等方面計算薪資架構,了解人力資源上的支出。
By integrating clock-in and clock-out information, you can see at a glance the number of hours worked and the payroll payable.
查看員工詳細資料
View Employee Details
直覺性在細目查看的表格中,藉由點選人名,即時並快速查看該員工詳細資料。
Intuitively view employee details by clicking on the name of the employee in the itemized view table, instantly and quickly.
自動人員時數與薪資計算
Automated Personnel Hours and Payroll Calculator
透過整合工時打卡資訊,讓工作時數和應付薪資一目瞭然。
By integrating clock-in and clock-out information, you can see at a glance the number of hours worked and the payroll payable.
綜覽各部門薪資結構
Overview of departmental salary structures
從本薪、勞健保、加班、時薪等方面計算薪資架構,了解人力資源上的支出。
By integrating clock-in and clock-out information, you can see at a glance the number of hours worked and the payroll payable.
查看員工詳細資料
View Employee Details
直覺性在細目查看的表格中,藉由點選人名,即時並快速查看該員工詳細資料。
Intuitively view employee details by clicking on the name of the employee in the itemized view table, instantly and quickly.



Financials Module
財務模組 —
自動轉化會計帳與生成財務報表
Automatically Converts Accounts and Generates Financial Statements
不必擁有專業會計知識即可透過生成式AI讀取您的業務活動,自動轉換成會計帳並生成報表。
Generative AI reads your business activities, automatically converts them into accounts and generates reports without requiring specialized accounting knowledge.
自動產生資金預估表
Automatic generation of capital estimates
不同於傳統報表之歷史數據,我們的資金預估表呈現企業未來的現金收入與支出狀況,為企業財務規劃與資金調度提供重要參考。
Unlike the historical data in traditional reports, our capital forecast shows your business's future cash inflows and outflows, which provides an important reference for financial planning and capital allocation.
自動轉化會計帳與生成財務報表
Automatically Converts Accounts and Generates Financial Statements
不必擁有專業會計知識即可透過生成式AI讀取您的業務活動,自動轉換成會計帳並生成報表。
Generative AI reads your business activities, automatically converts them into accounts and generates reports without requiring specialized accounting knowledge.
自動產生資金預估表
Automatic generation of capital estimates
不同於傳統報表之歷史數據,我們的資金預估表呈現企業未來的現金收入與支出狀況,為企業財務規劃與資金調度提供重要參考。
Unlike the historical data in traditional reports, our capital forecast shows your business's future cash inflows and outflows, which provides an important reference for financial planning and capital allocation.
Reflection —
這是我參與在 in house 的第一份實習工作,雖然時間不長,但我學到很多。我很感謝公司的肯定,並給予我相當大的空間參與在產品的開發流程當中。
瞭解團隊,並與同事們合作
在這段經驗,與同事、實習生們一起討論設計,決定方向是最令我滿足的!當許多人一起參與在 brainstorming 當中,會相互引發能量,當願意認識不同的人們,在溝通與合作的過程是更為效率的。溝通的力量
在交流的過程當中,我學習到許多關於產品溝通的技巧,像是如何將比較專業的術語以更為平易近人的說法與客戶溝通,在訪談過程當中了解他們的需求,並轉化為設計的能量。產品、品牌與商業的關係
在這段經驗中,我同時參與到公司的品牌重塑。透過這樣的過程,我了解到就算是同一公司內,不同角色對於公司的期待並不相同,但在處理衝突與溝通合一的過程中,明白找到的價值。
這是我參與在 in house 的第一份實習工作,雖然時間不長,但我學到很多。我很感謝公司的肯定,並給予我相當大的空間參與在產品的開發流程當中。
瞭解團隊,並與同事們合作
在這段經驗,與同事、實習生們一起討論設計,決定方向是最令我滿足的!當許多人一起參與在 brainstorming 當中,會相互引發能量,當願意認識不同的人們,在溝通與合作的過程是更為效率的。溝通的力量
在交流的過程當中,我學習到許多關於產品溝通的技巧,像是如何將比較專業的術語以更為平易近人的說法與客戶溝通,在訪談過程當中了解他們的需求,並轉化為設計的能量。產品、品牌與商業的關係
在這段經驗中,我同時參與到公司的品牌重塑。透過這樣的過程,我了解到就算是同一公司內,不同角色對於公司的期待並不相同,但在處理衝突與溝通合一的過程中,明白找到的價值。
This is my first internship with in house and although it is not a long one, I have learnt a lot. I am very thankful for the company's recognition and for giving me a lot of space to participate in the product development process.
Understand the team and co-operate with colleagues
During this experience, it is most satisfying to discuss the design and decide the direction with colleagues and interns! When many people participate in brainstorming together, it will trigger each other's energy, and when you are willing to get to know different people, the process of communication and co-operation is more efficient.The Power of Communication
I learnt a lot about product communication skills, such as how to use professional terminology to communicate with customers in a more approachable way, and how to understand their needs during interviews and turn them into design energy.Relationship between product, brand and business During this experience, I was also involved in the company's rebranding process. Through this process, I learnt that even within the same company, different roles have different expectations of the company, but in the process of dealing with conflicts and communication, I understood the value of finding unity.
This is my first internship with in house and although it is not a long one, I have learnt a lot. I am very thankful for the company's recognition and for giving me a lot of space to participate in the product development process.
Understand the team and co-operate with colleagues
During this experience, it is most satisfying to discuss the design and decide the direction with colleagues and interns! When many people participate in brainstorming together, it will trigger each other's energy, and when you are willing to get to know different people, the process of communication and co-operation is more efficient.The Power of Communication
I learnt a lot about product communication skills, such as how to use professional terminology to communicate with customers in a more approachable way, and how to understand their needs during interviews and turn them into design energy.Relationship between product, brand and business During this experience, I was also involved in the company's rebranding process. Through this process, I learnt that even within the same company, different roles have different expectations of the company, but in the process of dealing with conflicts and communication, I understood the value of finding unity.