AI is now central to how leading organisations are responding to the rising complexity in travel management. But how it’s built, and what it is connected to, determines whether it delivers real value, or just the appearance of it.
At FCM, we didn’t just add AI to our platform. We built it from the ground up, placing agentic AI at the centre of everything: every booking, every policy decision, every insight, every traveller interaction – designed for the complexity of managed travel.
The result is Sam - a proprietary intelligence ecosystem that doesn’t just support your travel programme. It powers it.
Why it matters how AI is built
Most AI in travel management is cosmetic. A chat
interface layered over a legacy system. An integrated third-party tool
for the demo. When the underlying data is siloed and AI has no guardrails, the risks
are real. Wrong information, inconsistent policy enforcement,
and advice that creates liability, rather than reducing it.
FCM owns its AI infrastructure end-to-end
That means more control. A connected data foundation, our own development roadmap,
and structured playbooks that guide Sam through verified workflows, rather than
letting it improvise. Your travellers get accurate, consistent answers.
Your programme gets AI that behaves the way you intended.
Meet Sam - your intelligence layer
Whether you’re planning a trip, booking for someone else or at HQ
mulling over business travel strategy, Sam is there, across
FCM Platform, our travel consultants, and content technology.
Data security and privacy compliance
Sam is built on an enterprise-grade security framework. Your programme data is never used to train shared AI models, and all data handling complies with GDPR, regional privacy regulations, and enterprise information security standards.
Role-based access controls ensure that travellers, bookers, and managers only see what is appropriate to their role. FCM undergoes regular independent security audits, and our data architecture is designed so that your data remains yours; fully isolated, fully protected.
A platform built for
the long term
Selecting a TMC is a strategic decision. The question isn’t just whether a provider can manage your travel today - it’s whether their technology puts you in a stronger position in three or five years.
FCM’s AI is not dependent on third-party vendors whose roadmaps you cannot control. Sam is configurable to your specific programme; how it enforces policy, what thresholds trigger alerts, how booking authority is structured. And because we own the platform, we can move fast as the technology evolves.
Productivity gains. Cost visibility.
Traveller satisfaction. Proactiveness in disruptions. Confidence.
This is what AI in travel management should deliver.
And this is what FCM has built.
Sam FAQ
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How does Sam compare to other AI travel management platforms? ?
Sam is unique in travel management in that it has enterprise-grade reliability, is built for all personas and goes beyond chatbot support automation. Other travel management companies have AI assistants or conversational booking, which is only one small element. Sam is also unique because it’s AI that sits underneath all our travel services – not just our technology. Our travel consultants and account managers also benefit from Sam’s flows.
Here’s how Sam benefits all personas:
- For travel arrangers and travellers: Search, book and change all through a chat with Sam. No repeating themselves if it moves to a travel consultant; they’ll have the full context.
- For travel managers: Feel confident your colleagues have responses built around your guardrails and policy, and get quick reporting or duty of care information by chatting to Sam.
- For procurement and finance: Drive efficiency and smoother travel booking processes that are compliant to policy and keep data secure.
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What makes FCM different from traditional TMCs using third-party AI?
Sam is built in-house by the FCM team, using commercial models like Anthropic and OpenAI. It means that we control the roadmap and outputs that Sam delivers. Most importantly, data secured in FCM’s own environments, and are not used to train public AI.
By owning our AI, it also helps clients personalise Sam’s outputs – with playbooks that understand their travel policy and building on traveller preferences. Sam will only reply with answers relevant to a clients’ programme.
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When should a company choose an AI-native TMC over a legacy provider?
FCM encourages travel managers and procurement teams to embrace the future of travel management, and AI-driven tools and travel services is part of that. AI isn’t even the future; it’s already embedded into many workplaces. Companies that choose an AI-native TMC will find services more efficient, connected and generally a better traveller experience.
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How is Sam trained and continuously improved?
Sam has five knowledge layers which it continously learns from:
- General knowledge from apps like Google Maps, Google Places, AccuWeather
- Specialised travel knowledge from providers like Cirium, Flightstats.com, Timeshifter and Holiday Extras
- FCM product information
- Company data and travel policies via customised playbooks
- Traveller profiles
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What cost savings can organisations expect from Sam?
Sam brings your travel data to life through a simple conversation, based on your financial invoice data. Ask questions like “Show me the total hotel spend last quarter” or “Top 10 airline routes by spend”, and Sam will show you.