Frequently asked questions

An integrated HRIS brings multiple HR processes into a single environment, including employee data, time management, talent, health and safety, labour relations, payroll and related functions. Its purpose is to allow common information to flow across processes instead of maintaining multiple independent databases.

Specialized applications can solve specific needs, but they often increase the number of integrations, interfaces and data sources an organization must manage. An integrated HRIS provides a common foundation that reduces duplicate entry, inconsistencies and technology complexity.

A replacement may be appropriate when processes rely too heavily on spreadsheets, manual intervention or systems that do not communicate effectively. Difficulties with reporting, compliance, integration, user experience or the ability of the system to evolve can also be indicators.

Start by assessing the quality of existing data, the processes that need improvement, the systems that will need to integrate with the HRIS and the business outcomes you want to achieve. Clear priorities help define a realistic project and avoid simply recreating old processes in a new system.

The best candidates are generally high-volume, repetitive processes that involve several approvals or significant manual data entry, such as employee changes, approvals, absences, timesheets, documents, onboarding and employee requests.

Yes. A scalable platform can progressively accommodate additional employees, locations, business units, business rules and functionality without rebuilding the HR environment every time the organization changes.

It allows the organization to establish common rules and processes while giving locations, divisions or local managers appropriate levels of autonomy. Leadership can maintain a consolidated view without centralizing every day-to-day activity.

Yes. An organization can begin with its core HR foundation and highest-priority processes and then add other suites or modules according to its timeline, resources and objectives.

It creates a common set of data that can be used by several functions, including headcount, worked time, compensation, absences, positions, budgets and employee movements. This reduces discrepancies between reports produced by different departments.

The business case should quantify current challenges such as manual work hours, errors, integration costs, systems that must be maintained, processing delays and compliance risk. Those costs can then be compared with expected gains from automation, data reliability, user experience and improved decision-making.

Because the suite acts as the central foundation of the HRIS. It centralizes, secures and activates HR data to support reliable execution at scale through processes, traceability and automation rather than creating additional silos with disconnected tools.

The suite primarily includes:
Core HR for the HR portal and centralized digital employee data;
Shared Services Centre for the knowledge base and HR inquiries;
Electronic Signature for HR documents and signatures;
Expense Management for digital expense submission and reimbursement processes;
Financial Management for payroll, investments and taxation-related processes.

It is designed in particular to:
eliminate parallel spreadsheets and duplicate entry;
reduce errors and legal or employee-relations risks;
accelerate processes involving documents, requests and reimbursements.

Reliable HR data can feed payroll, budgets and forecasts, reducing discrepancies and costly adjustments. The suite also supports controlled expense processes and consolidated reporting across entities, sites or functions.

Managers can access relevant team information directly, receive alerts for important deadlines and use simplified workflows to approve leave, requests and documents.

It acts as an assistant that can provide summaries and suggestions while leaving decisions with the user. It can also significantly reduce data entry for activities such as forms, HR documents and support requests.

Yes. Sigmia suites and modules are designed to be modular, scalable and integrated with existing systems to reduce duplicate entry and improve data flows between HR and other departments.

Yes. The suite is designed to protect HR data through a security and compliance approach suited to complex organizations and is aligned with recognized frameworks such as ISO 27001, SOC 2 Type II and HDS.

An HR database is the central reference source for employee and organizational data. It brings together records, structures, positions, documents and access rights used by other HRIS processes.

Yes. Sigmia is used in more than 20 countries and supports the management of more than two million employee records.
The platform is available in French, English and Italian. Five additional languages are planned for early 2027.

Access can be defined according to profiles, roles and responsibilities. The platform also provides operational traceability and helps govern document processes.
These capabilities support governance practices associated with applicable privacy legislation. The organization remains responsible for purposes, access rights and retention periods.

Yes. HR Database data can feed reports, charts and dashboards organized by location, department, employee population, position or another relevant dimension.

Authorized administrators can adapt selected fields, screens, labels, workflows, triggers and actions.
These no-code capabilities help reflect organizational rules within an administered framework.

Support is available in Europe and the Americas. The HR Database can also exchange information with ERP systems, payroll systems, identity services and other organizational applications.

Core HR is the central foundation of an HRIS. It provides a common database that centralizes, qualifies, secures and distributes employee information to other HR modules. It acts as the system of record used to standardize processes, reduce errors and support reliable execution at scale.

At this scale, risks related to scattered data, different rules across entities, inconsistent reporting and slow approvals increase significantly. Core HR unifies information and processes to improve standardization, traceability and decision-making.

It helps reduce duplicate entry and errors, accelerate processes such as onboarding, offboarding and approvals, and reduce repetitive HR inquiries through self-service and conversational capabilities.

A complete employee record can include personal information, applicable employment provisions, contract type, position and compensation information, employment history and HR documents.

By maintaining reference data in a common environment instead of copying it between multiple systems. This reduces discrepancies, competing versions of information and decisions based on out-of-sync data.

It acts as a natural-language copilot that can help authorized users locate relevant employee information, accelerate data entry and simplify certain user requests.

The web and mobile portal can allow users, according to their permissions, to update certain information, view balances, schedules or timesheets and complete HR requests and tasks within a traceable environment.

Yes. Approval workflows can be configured around organizational rules with dynamic approvers, backup approvers, multiple approval levels, deadlines and traceability.

Dashboards can cover areas such as headcount, absenteeism, labour costs, recruitment and departures, training budgets, workplace risks and occupational incidents.

Yes. It is designed to integrate with existing systems to reduce duplicate entry and maintain reliable flows between HR, Finance and IT.

Access can be managed through profiles, groups and roles, with traceable processes that align information access with each user’s responsibilities.

Core HR provides the foundation for other areas such as Talent, Time, Occupational Health and Safety and Labour Relations.

Yes. Core HR designed for complex organizations can represent multiple legal entities, locations, departments, business units, positions and reporting relationships within one environment.

A mobility workflow can trigger required changes to the employee record, including position, manager, business unit, access, compensation and related documentation.

Yes. Historical data makes it possible to trace changes in employee information, positions, assignments and other important aspects of the employee lifecycle.

An onboarding workflow can automatically trigger a series of tasks such as information collection, documents requiring signature, equipment requests, training, IT access and notifications.

An offboarding workflow can coordinate required actions such as closing access, returning equipment, preparing documents, transferring responsibilities, updating records and notifying relevant teams.

Yes. Rules can vary according to status, employee group, location, position, contract or other characteristics defined by the organization.

The system can track important dates related to documents, certifications, permits, contracts or other information and generate alerts before they expire.

Yes. Information already available in Core HR can be used to prepopulate certain documents and reduce manual entry.

Data quality can be strengthened through mandatory fields, validation rules, standardized processes, access controls and clear accountability for who is authorized to change each type of information.

Yes. Permissions and workflows can allow managers to perform or approve selected activities for their teams while maintaining appropriate controls and traceability.

An employee or manager first submits a request through the portal, email or conversational agent.

The system can immediately suggest relevant answers from the knowledge base or FAQ. If the information resolves the question, the request can be completed through self-service.

When further action is required, a request or ticket is created with the necessary context and information, categorized, prioritized and routed to the appropriate person.

The request can then be tracked through resolution with its status, discussions, notes and deadlines. Validated answers can enrich the knowledge base and reduce similar requests in the future.

An HR Shared Services Centre centralizes the handling of administrative questions and requests from employees and managers. It structures requests, directs them to the right people and tracks them through resolution.

A portal, knowledge base and structured request workflows allow employees to find answers themselves when appropriate and submit other requests through a managed environment.

Organizations can track metrics such as request volume, request category, first-response time, resolution time, recurring inquiries and the percentage resolved through self-service.

Yes. Routing rules can direct requests according to their category, location, employee group or other criteria defined by the organization.

Yes. Requests can be classified based on type, urgency or other criteria to help HR teams organize their workloads.

It gives employees access to consistent answers and procedures without requiring them to contact HR for every question. It also helps standardize the information communicated throughout the organization.

Yes. Request analytics can reveal which subjects generate the most inquiries and help improve policies, communications and knowledge-base content.

Ticket-based request management creates a traceable record with an owner, status, history and the information required to resolve the request.

It enables organizations to have employee-lifecycle documents such as employment agreements, amendments, policies and forms signed online with secure traceability and archiving.

The solution can be used for employment agreements, amendments, onboarding forms, internal policies, certificates and other HR documents requiring signature.

An electronic signature can constitute valid evidence when it meets applicable legal requirements, including reliable identification of the signer, intent to sign, document integrity and an appropriate audit trail.

It accelerates document processing and reduces manual work associated with printing, sending, collecting, following up and archiving documents.

Benefits can include lower administrative costs, faster contract and employee-change processes and stronger document traceability.

The solution uses mechanisms such as traceability, evidence records, access controls and security measures designed for sensitive HR information.

No. Authorized individuals can sign through a secure link without necessarily having a Sigmia account.

Core HR information can populate documents, different workflows can trigger signatures and completed documents can then be associated with the employee record.

A dashboard can show documents that are pending, signed or expired and support follow-up reminders. An evidence record preserves information needed to trace the signing process.

Search functions, filters and questionnaires can be used to evaluate candidates according to criteria such as education, experience and workplace and assign scores that help recruiters prioritize applications.

Professional experience can be recorded and analyzed, and specialized users can save and reuse queries in the report generator.

The candidate record can centralize the resume, application status, education and professional experience so authorized users can evaluate the profile against position requirements.

Authorized users can enter an application received on paper, create the corresponding candidate profile and associate it with the recruitment process.

The solution supports distribution through multiple channels and can integrate with specialized job-distribution platforms to extend the reach of postings.

Centralized information and candidate filtering and prioritization help recruiters and managers focus on relevant profiles and coordinate the process more efficiently.

Communications and interactions can be centralized and retained so the different people involved in recruitment have a consistent view of the candidate relationship.

Information gathered during recruitment can be used to populate document templates, reducing duplicate entry and facilitating the transition from applicant to employee.

It automates recurring tasks, supports candidate screening and provides tools that help recruiters focus on the most relevant profiles even when application volume is high.

Reports and dashboards can measure channel performance, conversion rates and other indicators that help organizations continually improve recruitment strategies.

An ATS, or applicant tracking system, centralizes job postings, applications, selection stages and recruitment communications.

Metrics may include the number of applications, time to hire, application sources, conversion rates between stages and the number of positions filled.

By associating applications with their source and then comparing application volume, quality and hires generated by each channel.

Yes. Common stages, questionnaires and evaluation grids can create a structured process while allowing variations for different types of positions.

A clear process, consistent communication, timely follow-up and better coordination between recruiters and managers can reduce delays and uncertainty for candidates.

Yes. An ATS can manage multiple positions, locations, recruiters and high volumes of applications in a common environment.

Participants can share relevant candidate information, complete evaluations and follow recruitment progress within the same process.

Yes. Stages, criteria, questionnaires and approvals can be configured differently based on the position or job family.

Integration between recruiting and Core HR allows information already collected from the candidate to be reused and the hiring and onboarding process to be initiated.

The HRIS can compare key dates such as position opening, application receipt, offer and hire date to identify stages that may be slowing recruitment.

A competency framework can associate skills with employees, positions or functions and provide a structured view of capabilities available across the organization.

By comparing the competencies required for a position or function with those held by employees, the organization can identify gaps that need to be addressed.

Evaluation results, required competencies and objectives can be used to identify development activities appropriate to each employee.

Yes. Training, certifications and renewal dates can be tracked to identify who is compliant, who needs to renew a qualification and which deadlines are approaching.

Yes. Alerts can be configured ahead of expiration dates to notify the employee, manager or other responsible individuals.

Yes. Training data can be used to monitor investments by employee, team, location or other organizational dimensions.

The process can define the populations involved, forms, stages, participants, deadlines and required approvals.

Yes. Criteria and forms can be configured differently according to function, responsibility level or employee population.

Objectives can be documented, monitored and reviewed as part of the performance-management process.

They provide greater visibility into existing profiles, available competencies and development needs that may prepare employees for other roles.

It centralizes working time, absences, time capture and calculation rules such as breaks, overtime and premiums to improve payroll accuracy, reduce errors and provide greater visibility into labour costs.

A time clock records arrivals and departures. A complete workforce time-management solution also includes validation, rules, scheduling, payroll and HRIS transfers and dashboards.

Sigmia supports the integration process and provides a configurable solution that can adapt to the organization’s systems and requirements.

Yes. The modules are designed to exchange information with other HRIS components such as payroll and health and safety.

The solution can use time capture, digital timesheets, controls, alerts and approval workflows to detect inconsistencies before information is transferred to payroll.

The solution uses security measures and recognized frameworks such as ISO 27001 and SOC 2 Type II to protect sensitive data.

Yes. Overtime thresholds and exceptions can be identified earlier so managers can take action before final payroll processing.

Its rules engine can be configured around requirements for schedules, breaks, overtime, premiums, holidays and other organizational rules.

Yes. Scheduling can consider variables such as availability, skills, operational requirements and applicable rules.

Schedules can be adjusted according to absences, available skills and other constraints, and affected individuals can be notified.

Yes. Depending on the organization’s processes, employees can submit availability, replacement requests or shift swaps.

Dashboards can track areas such as variances, overtime, coverage, costs, trends and differences between scheduled and actual time.

It can maintain structured and traceable information about worked hours, absences and overtime to support compliance requirements.

Sigmia can support different methods of recording time depending on organizational and workplace needs.

Different approaches can be combined, including physical devices and digital methods, to support on-site, hybrid and other environments.

Time capture, validation rules and integration with payroll processes help reduce errors associated with manual entry.

Information can be centralized and alerts can help managers identify and resolve inconsistencies more quickly.

Employees can view relevant schedule and time information and report discrepancies directly through their user environment.

It preserves flexibility for exceptional situations while allowing recurring scheduling scenarios to be automated.

Different rules can be applied according to seniority, employee group, location, contract or other criteria.

Yes. Accrual rules can be configured to calculate entitlements according to organizational policies.

Authorized employees and managers can view available balances and the transactions affecting them.

Controls can verify available balances, permitted periods, required notice and other conditions before allowing the workflow to continue.

A workflow can centralize dates, documents, participants, tasks and required steps so the entire case can be managed consistently.

Connecting approved absences with time and payroll data reduces manual entry and discrepancies between systems.

Yes. Calendars can be configured for different locations, employee groups, schedules or operating contexts.

Calendars and rules can vary based on location or the employee population to which the individual belongs.

Absence data can be analyzed together with other workforce information to understand trends and their operational impact.

Dashboards can compare absences by period, location, team, absence type or other relevant criteria.

It can automate portions of schedule allocation by evaluating employee availability and constraints and can support shift bidding and replacements to reduce administrative work and scheduling conflicts.

Yes. Scheduling can be adjusted according to absences, available competencies and employee preferences.

Its rules engine can account for collective agreements, overtime, preferences, seniority and other requirements.

Yes. The modules are designed to exchange information with other relevant HRIS components.

It helps automate schedule creation and adjustment using multiple operating parameters while allowing managers and employees to participate in the process.

Its rules engine can incorporate requirements related to working time, absences, assignments and applicable collective agreements.

Rules can be configured around overtime, shifts, seniority, employee preferences and other conditions.

Allocation mechanisms can account for employee availability, skills and defined priorities to improve coverage.

Allocation and prioritization rules can account for team requirements, availability and skills.

It reduces repetitive work, scheduling conflicts and certain types of errors while providing managers with greater visibility.

Eligible employees can indicate preferences for available shifts and assignments can then be made according to defined rules. Separate mechanisms can support urgent replacement needs.

Managers and employees can view relevant information and participate in different adjustment processes according to organizational rules.

Travel times between selected locations can be incorporated into scheduling rules to reduce unrealistic schedule overlaps.

Demand forecasting uses historical information and other indicators to help organizations anticipate future workforce requirements.

Historical operating data can be associated with staffing requirements to estimate the number of employees needed at different levels of demand.

Historical trends can be used to generate projections and anticipate potential changes in demand.

Organizations can incorporate factors such as seasonality, events and other operating variations to generate more relevant scenarios.

Historical data and trend analysis can help anticipate potential gaps and allow workforce needs to be adjusted earlier.

It provides decision-makers with scenarios that can be used to adjust workforce plans according to anticipated trends.

Employee scheduling primarily assigns work periods. Workforce planning also considers skills, demand, costs, operating constraints and labour rules.

By comparing forecast demand with the resources actually scheduled, the organization can identify coverage gaps before they affect operations.

Required skills or qualifications can be incorporated into assignment criteria to prevent employees from being scheduled for work they are not qualified to perform.

Yes. When organizational rules or collective agreements require it, seniority can be included as a scheduling criterion.

Rule automation, reusable schedule cycles and assignment assistance can reduce the amount of manual work required.

Time, workforce and scheduling data can help evaluate the implications of different choices before a schedule is finalized.

A structured process helps identify eligible, available employees quickly and communicate replacement opportunities more efficiently.

Greater visibility into schedules, consideration of employee availability and mechanisms for participating in replacements or shift exchanges can make the process more transparent.

Occupational health and safety aims to prevent workplace accidents and occupational illnesses by identifying, assessing and controlling work-related risks. It contributes to a safer work environment, regulatory compliance and lower human and financial costs associated with incidents.

The organization should identify and assess risks, establish prevention policies and controls, train employees, implement incident-reporting mechanisms and continuously monitor and improve the program.

Responsibility is shared. Employers are responsible for providing a safe workplace and meeting their obligations, health and safety professionals coordinate prevention activities, and employees are expected to follow safety procedures and report hazards.

Key areas include incident management, risk prevention, reporting, workflows, multi-site capabilities, integrations and ease of use for frontline employees.

It centralizes cases, documents and history and automates many follow-ups, assignments, reminders and deadlines.

It structures risk identification and assessment and supports prioritization and follow-up of prevention measures.

It enables standardized processes while still allowing indicators and actions to be monitored by location, department or role.

The event is documented with the relevant information and supporting documentation, after which the case can be followed and included in prevention analysis.

Better case and data management can provide greater visibility into factors that influence occupational health and safety costs.

A suite does more than store information. It structures workflows, reminders, responsibilities, metrics and integrations with the rest of the HRIS.

It is a structured inventory of identified risks, their priority or severity and the measures already taken or planned to control them.

Each action can be assigned to an owner, given a deadline and monitored through completion so recommendations do not remain unresolved.

Yes. A common data structure allows incidents to be compared using different criteria and helps identify areas where prevention efforts should be strengthened.

Analyzing causes, circumstances and recurrence patterns helps identify trends and focus prevention initiatives on the most significant risks.

Yes. Relevant supporting documents can be associated with the case so that follow-up information remains structured and accessible to authorized users.

Tasks, reminders and important dates can be incorporated into the workflow to help responsible individuals complete the required steps on time.

Simple and accessible forms make it easier to capture structured information quickly and trigger the appropriate follow-up process.

Common processes, forms, classifications and indicators can be used across the organization while results are still analyzed separately by location.

Organizations can track areas such as completion of corrective measures, recurring incidents, identified risk types and how those risks evolve over time.

OHS cases can use employee and organizational information already available in the HRIS, reducing duplicate entry and enabling cross-functional analysis.

It structures the management of grievances, collective agreements and disciplinary measures in cases connected with the HRIS. It is particularly well suited to unionized and regulated environments where process traceability is important.

Yes. It supports process tracking and complete traceability of interventions and actions.

Yes. Collective-agreement provisions can be documented and associated with cases to support more consistent and verifiable application.

Steps, decisions and documents can be traced to help demonstrate the process that was followed.

Yes. The suite uses the same governed Core HR foundation as payroll, time management and occupational health and safety.

A structured case can bring together events, documents, interventions, decisions and deadlines associated with a labour-relations matter.

Important dates can be monitored using reminders and tasks to reduce the risk of missing steps in the grievance process.

Yes. Events, documents and interventions can be recorded to provide a clear chronological history.

Centralizing applicable provisions, prior cases and workflows gives teams a common reference point and can support more consistent practices.

A solution designed for unionized organizations can structure information according to the applicable employee population, collective agreement and bargaining unit.

It primarily improves documentation, traceability, adherence to processes and access to relevant information when decisions need to be explained or defended.

Centralizing the case history, supporting documents, process steps and relevant collective-agreement information makes it easier to assemble a complete file.

It prevents the creation of parallel employee files and allows authorized users to access relevant employee, position and historical information within a governed environment.

Payroll software enables an organization to process payroll internally with automation, controls and traceability. An outsourced payroll service processes payroll on the organization’s behalf. The appropriate model depends on the required level of control, integrations and operating model.

At scale, exceptions involving premiums, retroactive changes, collective agreements, locations and different employee populations become increasingly common. Automation and controls help manage this complexity and associated risk.

Organizations should evaluate support for Quebec and Canadian requirements, complex payroll rules, controls and auditing, integrations with time and HR, security, payroll support and multi-entity capabilities.

Yes. Payroll administration in Quebec involves obligations at both levels, and the solution should support the reliable preparation and processing of the required information.

An effective payroll system helps secure the information and calculations upstream, making it easier to meet deadlines and reduce the risk of errors and adjustments.

Yes. Integration reduces duplicate entry, errors and inconsistencies between information used by different systems.

Organizations can track measures such as time spent on each payroll cycle, the number of corrections, anomalies identified, payroll-related requests and closing timelines.

Important considerations include access controls, logging, backups, availability and relevant external audits or certifications.

Centralizing time, absence, compensation and other variable data allows controls to be applied before final processing and helps identify anomalies earlier.

The objective is to identify discrepancies at the source through validations, controls and approval workflows before data reaches final payroll processing.

Payroll software designed for complex organizations can support different employee groups, schedules, rules and populations.

Managers can validate information such as worked time or exceptions before payroll processing, reducing research and corrections for the payroll team.

Many payroll inputs originate in HR and time-management processes. Integration reduces manual transfers and improves consistency between the different sources of information.

It enables employees to submit expenses and supports approval and reimbursement within an environment connected to the HRIS, with information centralized by employee, entity or project.

It can manage high transaction volumes and apply different rules by entity, business unit or other criteria while providing a consolidated organizational view.

Digital submission, receipt processing, controls and automated approval workflows reduce manual tasks and back-and-forth communication.

It can extract information from receipts, help categorize expenses and identify anomalies or transactions that may require review.

It retains supporting documentation, approval information and data needed for financial processes and helps maintain an audit trail.

The module allows supporting documents to be digitized and securely archived and connected to the corresponding expense and approval process.

Information can be connected with payroll, accounting systems, ERP platforms and Core HR to reduce duplicate entry.

Yes. Expenses can be analyzed across different organizational dimensions to improve financial visibility.

Employees benefit from a simpler submission process and greater visibility into their requests, while managers can complete approvals more efficiently.

Automation of data entry, controls, approvals and exports can reduce processing time, errors and administrative costs while accelerating financial close activities.

Automating submission, validation and transfer of information to financial systems reduces manual intervention at the end of a period.

Yes. Rules can differ according to entity, role, expense type or other criteria defined by the organization.

Rules and controls can flag situations such as unusual amounts, missing information or expenses that do not comply with established policies.

It centralizes budgets, commitments, investments and taxation revenue to reduce discrepancies, accelerate financial close and improve visibility for leadership and managers.

It is designed for municipalities and public organizations seeking to unify functions such as Finance, investments and taxation and, where needed, connect them with HR, payroll or other systems.

By centralizing budget data and using a common source to analyze budgets and variances by department, project or other dimension.

Tracking commitments and pre-commitments provides greater visibility into amounts already committed before the final expense occurs.

It can support areas such as capital assets, projects, debt, borrowing bylaws, grants and budget scenarios.

The solution includes capabilities related to assessment rolls, billing of taxes and services and payment tracking.

The property assessment roll is a critical input in municipal taxation. Reliable management of that information helps reduce downstream errors.

By structuring the process from billing through collection, balances and adjustments and providing greater visibility into accounts.

Yes. Dashboards and reports can be used to monitor budgets, commitments, investments and taxation-related processes.

Yes. Portals can facilitate access to selected services and reduce administrative processing.

The solution incorporates a data-security and governance approach designed to support applicable requirements in Quebec’s public sector.

The approach is to map the existing environment, define priorities, deploy the required functions progressively and connect relevant systems so modernization can occur without unnecessary disruption.

AI integrated with the HRIS operates within a governed environment connected to the organization’s data and permissions, allowing sensitive information and HR use cases to be managed more closely.

It can work directly with authorized data and processes, reduce reliance on external tools and automate selected activities using contextual organizational information.

AI operates within the HRIS environment and can rely on existing integrations with systems such as ERP, payroll and identity-management tools.

Organizations should begin with specific use cases and clear business objectives. AI should solve a defined problem rather than being implemented simply to add new technology.

Because Sigmia is configurable, workflows, rules, fields and selected AI uses can be adapted to the organization’s context.

No. It is designed to assist users, generate analysis or suggestions and simplify selected activities while final decisions remain with people.

Depending on the use case, sensitive personal information can be masked or anonymized to reduce exposure.

Under the model described by Sigmia, client HR data is not used to train external AI models.

Sigmia relies on infrastructure and security mechanisms designed for sensitive organizational information, with options intended to support Canadian and European requirements.

Access controls, data-minimization measures and anonymization can help govern how information is used within AI capabilities.

Yes. Providing approved AI capabilities within employees’ working environment can reduce the incentive to place organizational information into unauthorized external tools.

It can help users complete forms, find information, draft selected content and simplify recurring tasks.

It can produce summaries, identify trends and make complex information easier to interpret while leaving final decisions with the user.

Conversational interactions can simplify absence entry, automatically populate selected information and trigger the appropriate workflows.

It can improve data quality, identify selected inconsistencies and reduce corrections related to absences, overtime or payroll adjustments.

It can help generate interview frameworks and questions, produce summaries and support the use of competency-related information.

It follows the access rights associated with the user’s profile. Users should not be able to obtain information through AI that they are not authorized to access within the HRIS.

Automation generally executes predefined rules or workflows. AI can additionally interpret information, generate summaries and assist users with activities requiring more context.

Look for frequent activities that consume significant time, involve large volumes of information or require users to find, summarize or structure data.

Start by defining the expected outcome, such as reducing data entry, improving employee service, accelerating a process or making better use of information. Technology should then support that business objective.

It means that reference information is managed in a designated system rather than being copied and independently modified across multiple applications.

A report generally presents a defined dataset for a specific period or analysis. A dashboard combines several indicators to support more continuous monitoring.

The answer depends on organizational priorities but may include headcount trends, absenteeism, overtime, turnover, recruitment, workforce costs and selected risk indicators.

Organizations should identify existing sources, remove duplicates, correct incomplete information, determine which data genuinely needs to be migrated and define the authoritative source for each type of information.

Adoption depends on simple processes, clear communication, training appropriate to each user group and demonstrating how the new system makes everyday activities easier.