Using LangChain and Arcade.dev to Build AI Agents For Pharmaceuticals & Biotech: Top 3 Use Cases
Blog post from Arcade
The AI in biotechnology market is projected to grow significantly, yet deployment challenges persist due to performance quality and authorization barriers. Arcade.dev's MCP runtime addresses these issues by offering a solution for secure multi-user authorization, which is crucial for AI agents to act across various platforms like Gmail, Slack, and proprietary databases. LangChain, a leading framework for AI agents, excels in task orchestration but lacks robust authorization capabilities, which Arcade supplements. AI agents hold the potential to replace a substantial portion of outsourced pharmaceutical services by automating workflows in drug discovery, clinical trials, and supply chain management. However, the deployment of these agents requires solving the complex problem of multi-user authorization in fragmented enterprise systems. Arcade's platform facilitates this by managing delegated user credentials and enforcing scoped permissions, allowing pharmaceutical companies to focus on enhancing agent intelligence rather than building authorization infrastructure. This integration could significantly increase productivity and reduce costs in the pharmaceutical industry, providing a competitive edge for early adopters.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| AI Agents | 48 | 4,711 | 786 | 221 | +28% |
| LLM | 16 | 5,048 | 855 | 225 | +5% |
| MCP | 16 | 5,085 | 420 | 153 | -2% |
| Observability | 6 | 3,012 | 601 | 171 | +15% |
| Real-time | 4 | 5,379 | 1,225 | 279 | -24% |
| Multi-agent systems | 3 | 338 | 121 | 62 | +27% |
| RAG | 3 | 1,167 | 195 | 86 | +2% |
| AI Guardrails | 1 | 568 | 186 | 55 | +78% |
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