Tenant, Resident and Community Experience

Tenant, resident and community experience are related but different

A tenant experiences the property through the lease, payments, landlord relationship and services attached to occupancy. A resident experiences daily life in the home and surrounding environment, whether that person rents or owns the unit. Community experience concerns shared spaces, common rules, safety, neighbour relations and opportunities to participate.

One survey can cover all three perspectives, but one score cannot represent them accurately. A resident may value the home while finding the maintenance process frustrating. A tenant may receive prompt repairs but still question rent, charges or lease communication. Marketways therefore defines the relationship and decision that each measure represents before combining the evidence.

Begin with a decision the property team can make

Experience analysis should change a specific property or service decision. Management may need to decide whether to replace unreliable equipment, redesign repair triage, change a contractor, improve access, revise communication or invest in a shared amenity.

The required evidence depends on that decision. A survey can compare perceptions, while event records show what happened and operational data show when it happened. Marketways states the decision, affected occupants, available alternatives and outcome before selecting a metric or model.

Connect feedback with the event that produced it

Occupants can report the same problem through a call, app, email, review or conversation with a property employee. The work-order system may record the repair, while another system records access, parts, contractor attendance or a service interruption. If these records remain separate, management sees several contacts instead of one unresolved experience.

Marketways creates an event-level record that links the occupant, property, issue, channel, service promise, work order, asset, hand-off, communication and final disposition. The record preserves the time between each step. This chronology shows whether the underlying failure arose from the asset, diagnosis, scheduling, access, contractor execution, ownership or communication.

Include occupants who did not complain

Complaints provide useful detail because the occupant has identified a specific failure. However, people differ in their willingness and ability to complain. A quiet building may have few problems, or its occupants may have stopped expecting a response.

Marketways combines solicited feedback with operational and behavioural evidence. Survey invitations, response rates, repeat contacts, unresolved work orders, amenity use, transfers and lease events help reveal whose experience is represented. We examine missing responses and channel access before treating the observed complaints as the experience of the whole property.

Separate the experience from its business consequence

Satisfaction, effort, trust, recommendation and renewal describe different outcomes. A resident may report a poor repair but remain because relocation is expensive. Another tenant may leave without filing a complaint. Renewal therefore cannot replace experience measurement, and a satisfaction score cannot prove future retention.

Marketways specifies the outcome and time horizon for each question. We may model satisfaction after a service event, repeat contact during the same case, renewal at lease expiry or recommendation after several months of occupancy. Keeping these outcomes separate prevents management from claiming that an improved score has produced a commercial result that has not yet been observed.

Property context can resemble service performance

Location, building age, occupancy, unit type, tenure stage, rent, household needs and the severity of each issue can influence reported satisfaction. A raw league table can therefore reward an easier operating context and penalise a team that handles more difficult cases.

Marketways uses statistical models to compare like with like while retaining genuine service differences. A multilevel model can separate variation between occupants, cases and properties. The comparison then identifies performance that remains unexpectedly strong or weak after accounting for the relevant context; it does not explain away poor service through a convenient control variable.

Repeated contact reveals failures that closure rates conceal

A property system may mark a work order as closed after a contractor visit. However, the occupant may contact the operator again because the fault returned, the promised update never arrived or the repair addressed the wrong problem. Closure then records an administrative event rather than a resolved experience.

Marketways traces repeat contacts, reopened cases, changed categories, missed appointments and hand-offs across the complete episode. We examine where responsibility changed and which information failed to travel with the case. This analysis identifies the process change required to prevent the next failure instead of treating another apology as the remedy.

Test whether an intervention caused the improvement

Satisfaction may rise after a property team changes a contractor, communication process or maintenance policy. The improvement may still reflect seasonality, a different tenant mix, fewer severe incidents or a wider building upgrade.

Marketways states the plausible explanations before estimating the effect. Depending on the decision and available evidence, we may use a controlled trial, staggered rollout, matched comparison, interrupted time series or another causal design. Management can then judge whether the intervention changed the outcome, for whom it worked and whether the evidence supports wider adoption.

Timely recovery requires an authorised response

Historical analysis can explain why residents lost confidence. However, a property team cannot repair the current relationship if it recognises the pattern only after a monthly report or at lease renewal. The operator needs to identify a material failure while a suitable response remains possible.

Marketways defines the events that require immediate attention, the evidence required for a response and the employee authorised to act. The process may prioritise a vulnerable resident, repeated loss of an essential service, an unresolved safety concern or several failed appointments. Clear thresholds help the team respond quickly without promising a remedy that the lease, policy or available evidence does not support.

Generative AI can interpret feedback that fixed categories miss

Written and spoken feedback often contains the sequence, emotion and practical consequence of a problem. A fixed complaint code may record “maintenance” while the occupant explains that repeated access failures caused missed work and that nobody confirmed the next visit.

Generative AI can help classify the issue, summarise the chronology and extract named promises, consequences and unresolved questions. Marketways validates the extraction against human-reviewed examples and tests language, channel and case variation. The model enriches the case record; it does not decide whether the complaint is true or what compensation an occupant should receive.

Agentic AI becomes useful when interpretation must lead to action

Interpreting the complaint still leaves the property team to retrieve records, check entitlements, contact suppliers, prepare options and monitor follow-through. Delay or lost ownership during these steps can turn a correct diagnosis into another service failure.

An Agentic AI workflow can retrieve the relevant lease, case, work-order and property records; apply an approved response rule; prepare a communication; create authorised tasks; and escalate an exception. Marketways designs and tests the workflow against missing records, conflicting evidence, revoked permissions, supplier failure and persistent state. The workflow must not invent contractual rights, approve unlisted compensation or conceal uncertainty from the responsible manager.

Human contact remains necessary in consequential cases

Automation can improve speed and consistency, but some complaints involve safety, vulnerability, disputed rights, distress or a damaged relationship. Research on complaint handling also shows that human interaction can affect perceived fairness and satisfaction with the resolution process.

Marketways defines when a person must take ownership and what evidence that person needs. The automated workflow can prepare the chronology and available options, while the authorised employee listens, exercises judgement and records the agreed action. This allocation uses automation to remove delay without removing the human responsibility that the case requires.

A lift complaint illustrates the complete decision chain

Suppose residents in one building report slow and unreliable lifts. Survey scores alone cannot show whether the problem arises from equipment failure, peak-time demand, long repair attendance, repeated temporary fixes or poor communication during an outage.

Marketways would connect each complaint with lift telemetry, outage periods, work orders, contractor visits, resident contacts and building occupancy. The analysis could distinguish technical reliability from waiting-time pressure and service recovery. Management could then compare repair, maintenance, capacity and communication interventions, test the selected response and monitor recurrence. If a new outage occurs, an authorised workflow could retrieve the current evidence and coordinate the approved response while engineers retain technical authority.

Measure whether service and trust recover

A quick first response does not prove that the underlying problem was resolved. Property teams also need to measure restoration time, repeat contact, recurrence, kept promises, occupant effort and satisfaction after closure. Longer-term analysis can examine renewal and recommendation without assuming that either outcome has one cause.

Marketways records the baseline and expected consequence when management approves an intervention. We compare results by issue, property and affected occupant group, investigate material differences and update the service design. This feedback prevents the same operating failure from reappearing under a new complaint label.

How Marketways improves property experience

Marketways combines Customer Satisfaction and Experience Research, Process and Workflow Analysis and Redesign, statistical modelling, causal inference and AI workflow design. We identify the experience driver, connect it with the responsible operating process, test the available intervention and measure what changed.

The result is an evidence-based improvement plan that states which problem management should address, which occupants are affected, who owns the response, how the intervention will operate and which measures will show whether the experience improved.

Related guides and evidence

• Predictive Facilities Maintenance
• Building Energy and Operational Performance
• Agentic AI Workflows in Real Estate, Construction and Facilities
• Customer Complaint and Service Recovery Analytics
• Customer Journey Analytics and Process Mining
• Property Portfolio Maintenance, Energy and Capital Prioritisation: case study