nexusLab · AI adoption in Travel & Tourism

AI in Travel & Tourism, with results you can measure.

nexusLab helps Travel & Tourism businesses prepare for, implement and measure AI adoption, in their operations and in how customers find them. We assess first, then implement, drawing on independent knowledge of the solutions market.

First, understand. Then, deliver.

Lisbon · Porto · Barcelona

The problem

Interest in AI is growing fast across Travel & Tourism, but many businesses struggle to turn pilots into measurable business value.

01

Fragmented systems and data

Operational data sits across PMS, CRM, OTAs and booking platforms that don't talk to each other. Without a unified view, AI has nothing reliable to work with.

02

No AI and data governance

No clear policies for compliance, auditing, risk or the AI lifecycle. Automated decisions become opaque, inefficient or non-compliant.

03

Strategy and costs out of sync

Technology is adopted because it is trending, not because it serves a business objective. There is no reliable assessment of organizational maturity or of what each process really costs.

04

Teams unprepared, leadership absent

Teams aren't ready to work with AI. Without the board directly involved, projects lose momentum and create operational friction.

Four symptoms with a common thread: AI adopted before strategy, processes, data and people are aligned.

What we do

From assessment to implementation.

First, understand. Then, deliver.Assessment comes first and stands on its own. Implementation follows when the findings point to action, and is contracted separately.

A

Assessment

Start with the question that matters most to you. The first four follow a recommended sequence; Solution Evaluation and Governance can be started at any time.

  1. 01Digital & AI Visibility37-point report and action plan
  2. 02ProcessesProcess repository detailed enough to assess the cost of work
  3. 03Systems & DataAs-Is / To-Be integration map
  4. 04PerformanceProcess cost map and best-practice review
Any timeGovernanceCan be started at any time, independently of the other assessments.
Recommended sequence. You can start at any point Used where needed

Recommended sequence

Sequence · 01

Digital & AI Visibility

How do search engines and AI assistants find, read and describe your business?

A structured review of 37 strategic points across six pillars that determine how easily your business is found and understood online, including how visible and accurately represented you are in external AI engines.

The six pillars

  1. Visibility in AI engines (GEO / AEO)
  2. Technical & foundational SEO
  3. Conversion & user experience (UX)
  4. Content & authority
  5. Speed & mobile
  6. Online presence & reputation

Why it matters for AIAI assistants are becoming a channel through which customers find and compare businesses. If they describe you inaccurately, you lose demand you never see.

You receive

  • Detailed report on the strengths and weaknesses of your current digital and AI visibility, across all 37 points
  • Findings organized by the six pillars of the framework
  • Action plan to address each weakness identified

The free audit covers a subset of these points, across five of the six pillars.

Next, in implementationDevelopment and supplier coordination; continuity services

Discuss this assessment ↑ Back to Assessment

Sequence · 02

Processes

How does your operation really work today, and what should change?

A detailed survey of your business processes, documented as a living process model.

Why it matters for AIAI automates and supports processes. Without a clear map of how work actually flows, there is nothing reliable to automate or to measure.

You receive

  • Dynamic process repository
  • Process sheets with business rules and performance indicators
  • Optional: To-Be process redesign, improvement plan, requirements and automation roadmap

Next, in implementationSoftware implementation project management; development and supplier coordination

Discuss this assessment ↑ Back to Assessment

Sequence · 03

Systems & Data

Do your systems support your processes, and where does integration break down?

A detailed mapping of how each process runs across the components of the information system that supports it.

Why it matters for AIAI depends on data that is reliable, accessible and connected. This assessment shows whether yours is.

You receive

  • Integration gaps between information system components
  • As-Is and To-Be integration map
  • Data governance proposal: ownership, quality and access
  • Proposal to align strategy, processes and systems

Next, in implementationDevelopment and supplier coordination; software implementation project management

Discuss this assessment ↑ Back to Assessment

Sequence · 04

Performance

What does each core process actually cost, and how do you compare?

Most Travel & Tourism businesses, like other service organizations, cannot clearly see the cost of the activities behind the service they deliver. Using our AI Workforce Impacts Association framework, we map the current cost of your core business processes and assess how it compares with market best practice.

Why it matters for AIKnowing what each process costs today is the baseline for measuring the return on any AI investment.

You receive

  • Cost map of your core business processes and the activities within them
  • Positioning against market best practice
  • Indicators to monitor and improve process costs over time

Next, in implementationCapability transfer: process cost monitoring

Discuss this assessment ↑ Back to Assessment

At any time

Cross-cutting · draws on 02–04

Solution Evaluation

Which solutions could support this process, and what return could each deliver?

We assess the solution you are already considering, to which we may add others identified in the Nexus Platform, put to your consideration as alternatives you may not yet know. Where needed, it draws on Processes, Systems & Data and Performance.

Why it matters for AIMost AI reaches companies through software. This is where AI-first solutions are compared on fit, cost and return.

You receive

  • Points to consider about the solution you are evaluating
  • Alternatives for your consideration, including leading-edge solutions you may not yet know
  • Cost–benefit analysis of each option
  • Impact on the economic cost of the processes involved
  • Expected return on investment and efficiency gains
  • Comparison to support your adoption decision

Next, in implementationSoftware implementation project management

Discuss this assessment ↑ Back to Assessment

Cross-cutting · independent

Governance

How will you manage AI responsibly, with clear accountability?

The governance model for AI across its lifecycle. Data governance is covered in Systems & Data.

Why it matters for AIThe EU AI Act and sound risk management require clear rules on how AI is used, by whom and under what control.

You receive

  • AI use policy
  • Inventory of AI systems in use, classified by risk under the EU AI Act
  • Roles and responsibilities matrix (RACI)
  • AI lifecycle review and control process
  • AI literacy training plan for your teams

Next, in implementationPolicy implementation

Discuss this assessment ↑ Back to Assessment

Example paths

Different starting points, different routes. Dark blue marks implementation.

  • A hotel group preparing a board decision on AI

    GovernancePerformance

  • A hotel group weighing up a new revenue management system

    ProcessesSolution EvaluationSoftware implementation project management

  • An OTA whose tools don't talk to each other

    ProcessesSystems & DataDevelopment and supplier coordination

  • A DMC rethinking how it's found online

    Digital & AI VisibilityProcesses

  • A travel agency network automating quotes and bookings

    ProcessesPerformanceCapability transfer: process cost monitoring

  • A casino using AI in player services, under the EU AI Act

    GovernanceSystems & DataPolicy implementation

  • An events company preparing AI for registration and attendee support

    ProcessesSolution EvaluationDevelopment and supplier coordination

  • A tour operator measuring the return on the AI it already uses

    PerformanceContinuity services

B

Implementation

When the assessment points to action, we see it through. Implementation is contracted separately, usually after an assessment. Everyone on the team has experience managing major business transformation projects.

Implementation · 01

Software implementation project management

We manage the implementation of third-party software, or implement solutions developed by nexusLab.

You receive

  • Project plan with scope, schedule and budget
  • Coordination of suppliers and internal teams through to go-live
  • Progress, risk and budget reporting
  • Acceptance and handover to operations

nexusLab's own solutions are presented as one alternative among others, clearly identified.

Usually followsProcesses · Systems & Data · Solution Evaluation

Discuss implementation ↑ Back to Implementation

Implementation · 02

Development and supplier coordination

We coordinate systems development and integration projects that involve one or more suppliers, on your behalf.

You receive

  • Requirements and specifications
  • Support for supplier consultation and selection
  • Coordination of development and integration across suppliers
  • Quality control and acceptance testing

Usually followsSystems & Data · Processes · Digital & AI Visibility

Discuss implementation ↑ Back to Implementation

Implementation · 03

Policy implementation

We coordinate the implementation of the AI and data governance policies defined in the assessment.

You receive

  • Policies approved and in force
  • Roles and responsibilities assigned
  • Review and control processes in operation
  • AI literacy training delivered to your teams

Usually followsGovernance · Systems & Data (data governance)

Discuss implementation ↑ Back to Implementation

Implementation · 04

Capability transfer: process cost monitoring

We develop and transfer to your team the capability to track operational performance through the cost of your business processes: what each activity costs and where AI delivers a return.

You receive

  • Process cost model set up in your organization
  • Indicators and monitoring routines
  • Training for the team that will run them
  • Your team monitoring process costs on its own

Usually followsPerformance

Discuss implementation ↑ Back to Implementation

Implementation · 05

Continuity services

Ongoing support once the work is in place, shaped to what each client needs.

You receive

  • Support and maintenance after go-live
  • Ongoing project management office (PMO)
  • Periodic re-measurement, such as the 37-point digital and AI visibility review or process costs
  • Periodic governance reviews

Usually followsAny assessment or implementation

Discuss implementation ↑ Back to Implementation

Nexus Platform

Knowledge of the Travel & Tourism solutions market, in one place.

Nexus is BAE Ventures' platform dedicated to technology solutions for Travel & Tourism. Across 9 verticals and 54 hubs, it brings together expert analysis, vendor reports and peer benchmarking, always with one question in mind: what does this mean for how I operate?

This is the knowledge base nexusLab's consultants use in Solution Evaluation. It builds on BAE Ventures' evaluation of more than 400 AI-first startups, each set against the existing providers that offer similar services.

Join Nexus →

Free. Just create an account.

Verticals
9
Hubs
54

The 9 verticals

  1. Hospitality
  2. Entertainment – Sports Hubs
  3. Entertainment – Music & Culture
  4. Entertainment – Gaming and Gambling
  5. Travel Management
  6. Travel Distribution
  7. Intelligent Cities
  8. Aviation
  9. Airports

Team

A multidisciplinary senior team.

A multidisciplinary team of senior specialists with more than 30 years of relevant experience in areas such as artificial intelligence, project management, process management, information systems, and AI and data governance.

The team includes consultants, from Portugal and abroad, who previously worked at globally recognized companies and bring relevant management experience and a track record of results in the sectors in which they built their careers.

30+

years of relevant experience

Areas of expertise

  • Artificial intelligence
  • Project management
  • Process management
  • Information systems
  • AI and data governance
  • Innovation management
  • C-level executive management
  • Activity-Based Costing (ABC) and Process-Based Costing (PBC)

Applied in Travel & Tourism businesses and in projects across other sectors, which lets us bring into Travel & Tourism practices already proven elsewhere.

Exclusively focused on Travel & Tourism, from day one.

nexusLab is part of the business group that also owns BAE Ventures. From the outset, BAE Ventures chose to focus exclusively on Travel & Tourism, the sector in which its two founders spent more than 30 years doing significant work. nexusLab brings that sector knowledge, access to startups and an international innovation network to its clients, applied in practical implementation work.

How the group works in Travel & Tourism

The group works in Travel & Tourism through three complementary activities. nexusLab is the one that works inside operating companies.

  • NL

    nexusLab: AI adoption, from assessment to implementation

    Prepare for, implement and measure AI adoption in operating companies.

    ForOperating companies that want to change how they work. You are here.

  • CVB

    BAE Ventures · Corporate Venture Builder

    Co-create a new company, with BAE as co-founder.

    ForCompanies launching businesses adjacent to the core.

  • CVC

    BAE Ventures · Corporate Venture Capital

    Invest in Travel & Tourism startups with proven product-market fit.

    ForStrategic investors looking for sector exposure.

FAQ

Straight answers to common questions.

The few that come up most before a first conversation.

  1. 01What is nexusLab?

    nexusLab helps Travel & Tourism businesses prepare for, implement and measure AI adoption, in their operations and in how customers find them. We first assess processes, systems, data, costs and governance; then we implement. nexusLab is part of the business group that also owns BAE Ventures.

  2. 02Who is it for?

    Companies across the Travel & Tourism value chain: hotels and hospitality groups, travel agencies, tour operators, DMCs, OTAs and distribution, events and MICE, transport and mobility, gaming and gambling.

  3. 03How do we start?

    There are three ways in: a free Digital & AI Visibility Audit, a no-commitment introductory call, or going straight to the assessment that matches your priority. You choose.

  4. 04What does an assessment include?

    Each assessment has its own defined outputs, listed under What we do. All of them end with documented findings, prioritized recommendations and a recommended next step.

  5. 05Is this consultancy or implementation?

    Both, in two separate phases. The assessments are diagnostic engagements with defined outputs. Where implementation makes sense, we continue with a separate engagement: software implementation project management, development and supplier coordination, policy implementation, capability transfer and continuity services.

  6. 06How does pricing work?

    The Digital & AI Visibility Audit and the introductory call are free. Each assessment has a fixed fee, an agreed timeline and outputs that stand on their own. Implementation is priced per project, as a fixed price, time and materials or a monthly retainer, agreed before work begins.

  7. 07Is nexusLab vendor-neutral?

    Yes. The Nexus Platform maps the solutions on the market as their vendors publish them, with no rankings and no commercial preference. Our consultants use that view to put options to you, including leading-edge solutions you may not yet know, alongside the ones you are already considering. When nexusLab has a solution of its own that fits, it is presented as one more alternative, clearly identified. The decision is always yours.

Get started

Start your way.

Request a free audit with the form, or write to us to book an introductory call or discuss an assessment.

Or write to us

Free

Digital & AI Visibility Audit

We assess a subset of the 37 points of our Digital & AI Visibility framework, across five of its six pillars, and send you the findings with a preliminary action plan within 1 to 2 business days. Use the form to request it.

No commitment

Book an introductory call

30 minutes on your operation and where to start.

info@nexus-lab.digital

Paid · fixed price

Discuss an assessment

Pick the one you're interested in and we'll reply with a proposed scope, fee and timeline.

Lisbon · Porto · Barcelona

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