The Problem
The client approached us with the noble idea of assisting men in properly sending their heartfelt feelings through personalized messages to their loved ones, be it a wife, girlfriend, mother, or friend. The interface has already been developed by the client using AI code generation. However, the client found that he had interface functionality issues due to incomplete backend logic and bugs. Meanwhile, Valentine’s Day was around the corner, and the client needed to get the system ready for production quickly.
Our Solution
We created a full-fledged Django back end that works seamlessly with the React front end. To reduce the time and costs, we retained the AI-generated front-end code and fixed many functional gaps and bugs in the auto-generated components. Beyond this, we developed a customizable AI messaging engine using OpenAI and well-tuned prompts that facilitate users in crafting customized, meaningful, and emotionally rich messages based on the personality of their loved ones. We also set the system up for long-term scalability as a SaaS platform.
What We Did
Back End Development & Integration
We developed a robust backend using Django and integrated it with their existing front end. The backend controls the entire flow of user activity, like receiving inputs from the user, generating personalized messages using ChatGPT with dynamic prompt tuning, and storing user profiles securely with their message history. The system also includes a Tone dial to adjust the message tones like warm, endearing, bold, and passionate, based on the personality of their loved ones, and regenerating messages in real time for a responsive user experience.
Personalized Profiles with Smart Reuse
The system creates and manages multiple recipient profiles, like partner, parent, and friend, each of which is associated with personalized attributes during message generation. Every message generated is automatically stored and linked to the profile, thus retaining a complete history for every relationship. The users can go back and see past messages, duplicate them, or regenerate a fresh one based on prior input and reuse it for recurring events like birthdays, anniversaries, and holidays.
SaaS Infrastructure & Post-Launch Enhancements
We integrated Stripe for subscription payments and account-level billing. The system was deployed with scalability for multiple users and session persistence across devices. Even after deployment, we implemented the new features requested by the client, using an agile methodology.
See What Our Clients Think About Our Services
Check out what one of our top clients has to say about Idea Maker.
PlaneFax
Aviation Marketplace Platform
The team was very responsive and easy to work with. They are professional, talented, and experienced team. They were able to meet all our requirements.
Idea Maker is distinguished for their personalized collaboration and white glove services. The team is dependable and reliable, sticking to the project's plan, offering feedback, and pushing back on the right things.
The way they understand the requirements we present to them is fairly solid. Both in terms of bringing their own interpretation in nailing the requirements and their design sense. By the time we launched, I had gotten significantly more value from our collaboration than what we had discussed in the original specs.
This is a boutique development firm where the Founder is directly involved with the project and the primary contact. This is unlike many development firms where you are simply handed off to developers that are not stakeholders. This is an important distinction that results in much better project accountability.
I have never had a site like this built before. I felt that Idea Maker and Tom had built numerous sites like this, and they were pros.
Idea Maker's portfolio is what drew us in. Their design style was in alignment with what we were after. We had initial consultations with 3 companies that we had narrowed it down to. Once we had our initial meeting with Tom at Idea Maker we knew we had the right choice to make. Their communication style works well for us.
Their customer service is excellent — they’re incredibly accessible and available, which I appreciate. Furthermore, they have enough experience and bandwidth to fulfill all my needs. They’re one of the best vendors I’ve worked with.
Let's Talk About Your Project!
Tom Kwon
CEO
If you’re interested in discussing how we can collaborate to meet your goals and overcome challenges – whether on the technical side or the business side – I’m just a message away. Let’s dive into a conversation!
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