Exo Handling
Exo Handling brings customer intake, case management, vendor coordination, and operational knowledge into one working system — with AI supervision built in, not bolted on.
The problem
Business aviation ground handling and flight support involve time-sensitive coordination across customers, operators, vendors, and multiple communication channels.
In practice, that means:
The cost is not abstract. It is missed coordination, slower response, higher dispatcher load, and operational knowledge that walks out the door when people leave.
The solution
Exo Handling is a working AI-native operations workflow designed for non-scheduled aviation ground handling and flight support teams. It connects customer-facing intake, internal case management, vendor coordination, and an AI-powered Ops Copilot into a single system.
It is not a SaaS product you sign up for. It is a complete operations workflow that gets adapted to your operation — your channels, your vendors, your SOPs, your team structure — and integrated with your existing systems.
What the system does
Customer requests arrive over WhatsApp, inbound voice calls, and email. The system normalizes them into structured case records automatically. Operators see one case with full context, regardless of how the request came in.
No portal adoption required from your customers. They keep using the channels they already use.
Each case holds customer communication, operational details, vendor status, and copilot activity in a shared workspace. Operators do not switch between inboxes and tools to understand what is happening.
Case records are database-backed, not conversation threads. State persists across shifts, handovers, and follow-ups.
The system manages vendor confirmation workflows — reaching out to handlers, tracking responses, and triggering fallback logic when a vendor does not confirm in time.
This replaces the manual cycle of emails, follow-up calls, and spreadsheet tracking that dispatchers run today.
The Ops Copilot is a retrieval-backed internal assistant. Operational manuals and SOPs are chunked, indexed, and searchable. When an operator asks a question, the copilot pulls relevant material and returns an answer with source citations.
It is case-aware: it combines retrieved knowledge with live case data to answer practical operational questions in context.
Supervision, not just automation
Most AI demos stop at a customer-facing bot. Exo Handling goes further.
Customer-facing agents handle front-line intake and constrained tasks. The internal Ops Copilot operates as a supervising layer:
This is not one autonomous super-agent. It is bounded agents with supervision, retrieval, and a human operator still in control. That layered model is closer to how AI becomes genuinely useful in real operational businesses.
Demo
The demo shows customer requests arriving across channels, cases being created and updated, vendor confirmations and fallback logic, live voice updates, and the internal copilot handling case questions, watches, and improvement proposals.
How it works
Exo Handling is not off-the-shelf software. It is a working operations workflow with solved architectural problems — multi-channel intake, case orchestration, vendor coordination, RAG-backed operational support, and a supervising-agent pattern — that gets customized and integrated for each client.
We map your current operations workflow, identify which patterns from Exo transfer directly and what needs to be built new, and deliver a working clickable prototype of the target system along with a fixed-price proposal for the full build.
The discovery is a paid engagement, not a free pitch. You get a concrete output — a prototype and a costed plan — whether or not you proceed with the build.
A production system adapted to your operation: your intake channels, your vendor network, your SOPs, your team structure, integrated with the systems you already run.
Built by
Happy Path Solutions leads product, design, and AI architecture. Happy Path designed and built the Exo Handling system.
Kombinat is a 22-person engineering firm that leads delivery. Kombinat has multi-year experience building operational systems in the aviation fuel and handling segment.
Book a 30-minute call. We will walk through the system, answer your questions, and tell you honestly whether the patterns fit your workflow.
Book a discovery call