How to implement AGVs in a factory successfully — a complete 9-step methodology

The question "how do we implement AGVs?" is being asked more and more often in Polish factories, but the answer rarely comes down to picking a vehicle from a catalogue. Automated guided vehicles are an investment that pays back over years and touches the shop floor, the WMS and the daily habits of the workforce all at once. This guide organises the whole process into nine steps — from assessing whether the plant is ready at all, through to operating and continuously improving a system that is already running.

One principle ties the whole methodology together: AGVs are not just technology — they are change management. Even the best-matched equipment will not deliver the expected results if processes are chaotic and people feel threatened. That is why the order of the steps is no accident — each one lays the groundwork for the next.

Preparation stage: is the factory ready for AGVs?

Step 1. Assessing plant readiness

Before you calculate anything else, check whether the facility can cope with automation technically, organisationally and in terms of processes. On the infrastructure side, what matters is manoeuvring space (aisles that are too narrow or congested hinder vehicle movement) and the condition of the floor — it should be level and smooth, without high thresholds or damage that disrupts travel. On the process side, AGVs perform best in a predictable, standardised environment; high variability in material flows is a challenge for them. IT infrastructure matters too — an MES or WMS capable of issuing transport tasks automatically.

The human factor is just as important: do managers and employees understand why AGVs are being implemented, and are production, logistics, maintenance, IT and health and safety working together from the outset? If the audit reveals serious gaps — poor floors, lack of space, disorganised processes, strong resistance from the workforce — remove those obstacles first. A "go/no-go" decision at this stage protects you from an investment that will not pay back.

Step 2. Needs analysis and project scope

Once the plant is broadly ready, answer the fundamental question: why exactly are you implementing AGVs? The motive may be eliminating bottlenecks in internal transport, a shortage of labour, or improving safety after incidents involving forklifts. A clearly stated goal defines the measures of success. Start with simple, repetitive and well-defined tasks — with a constant material flow and marked-out routes. Draw up a flow map: from receipt of raw materials, through production, to dispatch, and mark the places where delays and unnecessary journeys occur.

At this stage the preliminary business case takes shape. Compare the costs of implementation and maintenance with the costs of the current process and the expected savings. At today's labour rates, the return on an AGV investment typically falls within 3–5 years, depending on the process and the number of positions replaced — and in Poland this period is shortened by the available robotisation tax relief. Also take into account benefits that are harder to measure: less damage to goods, higher safety, and the ability to operate 24/7 without a drop in performance on the night shift.

Design stage: concept and choice of partner

Step 3. Conceptual design and simulations

Set up a cross-functional implementation team with representatives from production, logistics, maintenance, IT and health and safety, plus a project manager. Develop the target layout with AGV routes that avoid areas of heavy pedestrian traffic and tight bends. Define the pick-up and drop-off points for loads, design the flow logic and estimate the number of vehicles needed to handle the planned volume. Choose the navigation technology — from magnetic tape and markers (inexpensive, less flexible) to natural laser/SLAM navigation (flexible, more expensive) — and a vehicle type matched to the load, from towing AGV and AMR robots to pallet-lifting trucks.

Before you spend money on equipment, verify the concept virtually. A simulation in logistics process software (FlexSim, Plant Simulation) will show task lead times, fleet utilisation and potential congestion before they appear on the shop floor. This is the cheapest moment to add a passing point or change a route. If you do not have simulation tools, at least analyse the transport takt — whether the fleet can complete all missions within the required time.

Step 4. Choosing the supplier and the solution

The choice of partner determines the success of the implementation, so set the criteria up front: technological fit and integration with ERP/MES/WMS, experience and references in a similar industry, the level of support and service (local service, SLA terms, spare parts availability), flexibility and scalability of the system, and the total cost of ownership (TCO) rather than the purchase price alone. Prepare a request for quotation, invite 2–4 companies for a site visit and evaluate the quotes against a common matrix.

Remember that choosing a supplier is a decision about a partnership for years to come. What counts is openness to your needs, the company's stability and professionalism in solving problems — these are a preview of what cooperation will look like during the actual implementation.

Delivery stage: detailed design, installation and pilot

Step 5. Detailed design and organisational preparation

Together with the chosen supplier or AGV/AMR system integrator, turn the agreed points into detailed design documentation: the final route layout, vehicle specifications, interfaces with machines and IT, the placement of charging stations, operating scenarios and the health and safety plan. Draw up a schedule with milestones and a budget with a contingency reserve, planning the installation work so as to minimise the impact on ongoing production (weekends, maintenance shutdowns).

In parallel, prepare the facility and the people: mark out the routes, install the navigation infrastructure and signalling, bring power to the charging stations and check Wi-Fi coverage. Update the health and safety instructions and rules, keep the workforce informed of progress and plan training aligned with the implementation stages. Well-organised preparation reduces the risk of failure more than any later corrections.

Step 6. Installation and pilot programme

The supplier installs the vehicles, navigation infrastructure, charging stations and fleet management software, followed by integration with the plant's systems and configuration of the AGV missions. Do not throw the entire fleet into full production straight away — start with a pilot on one line, in one area of the warehouse or on one shift.

During the pilot, monitor cycle time, system availability, the number of tasks completed and delivery accuracy, as well as the impact on production. Gather feedback from operators and supervisors, identify recurring problems and fine-tune the system — sometimes a change of route or speed parameter is enough, sometimes a minor organisational adjustment. The pilot is a safe testing ground for learning before you extend the system to the whole plant.

People stage: training and change management

Step 7. Preparing and engaging the workforce

Without trained people, even the best technology will be rejected. Training must cover all groups: system operators (issuing missions, responding to alarms), employees who work with AGVs when handing over loads, maintenance and IT staff (diagnostics, servicing), planners and health and safety. Combine theory with practice — everyone should practise their tasks on the running system, because hands-on experience makes people comfortable with the robots and reduces fear of the unknown.

Change management is as important here as the instruction itself. Present the implementation as an opportunity: AGVs relieve people of arduous, monotonous transport runs, and the company can redeploy employees to more valuable tasks. Communicate openly, answer concerns about jobs honestly, celebrate small successes and involve health and safety and workforce representatives. The more included the key groups feel, the less resistance there will be.

Go-live stage: full implementation and operation

Step 8. Full implementation and site acceptance testing (SAT)

After a successful pilot, scale the system gradually — add vehicles and zones in stages, observing how the fleet behaves as traffic density increases, rather than launching everything at once. Together with the supplier, carry out a formal Site Acceptance Test: execution of every mission type, performance tests against the agreed KPIs, integration tests with higher-level systems and safety tests (scanner response to an obstacle, emergency stop, loss of communication). Involve the operators in the assessment — they are the ones who will use the AGVs every day. Once the last defects have been fixed, sign the acceptance report; from that moment the project moves into normal operation.

Step 9. Operation, maintenance and continuous improvement

Implementation does not end with go-live — that is when day-to-day work with the system begins. Make use of the supplier's post-implementation support in the first days, schedule regular technical inspections and keep a stock of basic spare parts. Collect the data the fleet generates: the number of tasks per shift, the percentage of on-time deliveries, average mission lead times, vehicle utilisation and the causes of downtime. Review them regularly and act on them — if the AGVs are often idle, extend the scope of their tasks; if they can barely keep up, consider buying additional units.

Treat the system as something that evolves together with the factory. Easy expansion is one of the main advantages of AGVs — adding vehicles or routes is usually simpler than with traditional transport systems, and a well-designed fleet can even be moved to another site at little cost. After six months, carry out a new business assessment and compare the indicators before and after implementation — hard figures strengthen acceptance and make further investments easier.

How to implement AGVs without costly mistakes — summary

A successful AGV implementation is not a one-off purchase but a structured process running from the readiness assessment all the way to continuous improvement. Before you move on, check that you have ticked off the key points:

• An audit of the facility, processes and team, concluded with a "go/no-go" decision.
• A clearly defined business goal and preliminary ROI (realistically 3–5 years, taking robotisation tax relief into account).
• A layout and route concept verified by simulation or an analysis of the transport takt.
• A supplier chosen on TCO, references and quality of support, not on price alone.
• The facility, IT systems and workforce prepared before installation.
• A pilot carried out and fine-tuned before full scale-up.
• The workforce trained, and the change communicated as an opportunity, not a threat.
• SAT concluded with an acceptance report, and KPI monitoring in place for the operating phase.

This is a pillar guide — deliberately concise. We develop each of the nine steps in separate articles of the Myzer Academy: from the readiness audit and ROI calculation, through choosing the navigation and simulations, to the pilot programme, training and operating metrics. Come back here as a map of the whole process, and turn to the articles devoted to the individual stages for the details.