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AI-Powered Business Assistant

SaaS – AI-Powered Business Assistance

Multi-agent SaaS assistant generating recommendations, strategic analyses and tailored deliverables.

Personalized recommendations

Expert agents producing business plans, SWOT, RACI, PESTEL and forecasts

Project Details

Client

SketchNGo

Sector

SaaS – AI-Powered Business Assistance

Year

2024

Key Technologies

ReactJSSymfonyRAGLangchainChatGPT API

Mission

Lead AI Product Engineer - Recommendation Systems & Agents

AI-Powered Business Assistant

Long-term assignment, Paris, France.

Development of an intelligent recommendation system: personalized assistance for business owners. Design and orchestration of AI-guided user journeys. Dynamic prompt generation, concatenation and contextualization via RAG, with semantic representations adapted to the user context. Front-end (React) and back-end (Symfony) development, real-time integration (messaging, navigation). Creation of specialized agents built on different knowledge bases (business plan, SWOT, RACI, PESTEL, financial forecasts). ChatGPT API calls for automated generation of high-value deliverables.

Contexte & Environnement

SaaS application assisting entrepreneurs: designed to speed up decision-making and automate critical tasks. Product & design focus: strong emphasis on UX, user research and prototyping (tailored deliverables). Multidisciplinary collaboration: team combining product, design, AI and development. Multi-agent interaction: expert agents aligned with specific business needs.

Team

Multidisciplinary team: product, design, AI and development

Environment

Paris, France – ReactJS front-end, Symfony back-end, PostgreSQL, WebSockets

Objectifs Cles

1Advanced personalization: recommendations tailored to each user's profile and goals.

2Full automation: generation, enrichment and storage of deliverables (Postgres).

3Smooth navigation and user experience: responsive UI, intuitive journeys, real-time messaging.

4Rapid MVP delivery: short iterations based on user feedback and field research.

Technologies & Infrastructure

ReactJSSymfonyRAGLangchainChatGPT APIPostgreSQLWebSockets

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