Custom AI Agent & Workflow Deployment for Enterprise FM Operations

A Forward Deployed Engineer (FDE) is a software engineer assigned to work directly with a client's operations team. At FacilityBot, the service is called FacilityBot AiR FDEs: AI-enabled, Remote Forward-Deployed Engineers. Your AiR FDE joins weekly calls with your FM or field service team, finds the manual work that slows your sites down, and builds custom tools, AI agents, dashboards and integrations. Builds can extend the FacilityBot platform or stand alone as systems for other teams such as HR, finance or marketing. Because the FDE is drawn from FacilityBot's own Development Team, they already know FM and field service workflows and their technology pain points, and they are supported by the wider FacilityBot team, including its System Architect.

Vibe-coding is AI-assisted software development, where an engineer describes what a tool should do and uses AI coding models to write most of the code quickly. FacilityBot's FDE reviews, tests and deploys every build that goes live, and every system is held to the same standards as the FacilityBot platform itself, from system architecture and code review to security and data handling. This applies whether a build extends FacilityBot or is a standalone system for HR, finance, marketing or another team. See FacilityBot's security status for details.

Work runs in weekly engineering sprints. Your FDE scopes each build with your team, puts a working prototype in front of technicians and building managers for feedback, then rolls it out across your sites and keeps refining it. Engagements run for a minimum of 3 months, so each build can be improved through real-world use.

No. The FDE handles design, build, testing and deployment. Your team supplies operational knowledge: how sites run, where work gets stuck and what HQ needs to see. IT only needs to be involved when a build connects to a system they control, such as an ERP or a BMS.

Common integrations include building management systems (BMS), IoT sensors, BIM models, ERP and accounting systems, HR and attendance systems, and messaging channels such as WhatsApp, Microsoft Teams and Telegram. Anything with an API, webhook, database export or structured email can usually be connected.

The service is remote-first and focused on Singapore and Southeast Asia, where most of FacilityBot's enterprise FM customers operate. Because discovery and site walk-throughs run over video call, FacilityBot can support portfolios in any of the 10+ countries where it is deployed.

The AiR FDE service is offered as an Innovation Retainer: a flat monthly fee covering dedicated weekly engineering sprints and custom AI agent builds, with a minimum engagement of 3 months. It is a separate service from the FacilityBot subscription, and the fee is scoped to your sprint capacity on the strategy call.