Transactra — Our Story
Inspiration
We noticed that AI agents are becoming smarter, but managing multiple agents and allowing them to perform real-world tasks is still complicated. We wanted to build something beyond another AI chatbot — a platform where agents could work together, execute tasks, and handle transactions while keeping humans in control.
That's how Transactra was born.
How We Built It
We built Transactra as a multi-agent orchestration platform with three main capabilities:
- Multi-Agent System: Agents can receive tasks, coordinate, and work together to complete workflows.
- Telegram Integration: Users can remotely communicate with agents, assign tasks, and receive updates.
- Web Dashboard & Financial Guardrails: A centralized dashboard to monitor activity, with a Financial Policy Engine designed to keep transactions secure and controlled.
What We Learned
We learned that building an AI-powered system is about much more than connecting an LLM. It requires proper coordination, reliable integrations, and strong security. We also got hands-on experience with agent orchestration, APIs, and designing financial safeguards.
Challenges
Bringing all the components together was our biggest challenge. Getting agents to coordinate, integrating external services, and designing financial guardrails within a limited hackathon timeline pushed us to think creatively and prioritize what mattered most.
What's Next?
We want to make Transactra more capable, with smarter agents, more integrations, and stronger automation.
Our vision is simple: let AI agents do the work, while humans stay in control.
Built With
- agent
- ai
- api
- automation
- backend
- cloudflare
- guardrails
- javascript
- llm
- orchestrate.io
- paypal
- python
- safety
- securepaytech
- telegram
- tsx
- workflow
