Technology problems can quickly impact productivity, security, and business operations. Lumis IT provides IT support services in Bala Cynwyd, PA, helping organizations prevent disruptions through proactive monitoring, fast technical response, cybersecurity protection, and reliable technology management. Our team works alongside businesses to solve IT challenges before they become costly problems.
Lumis IT is an IT Consulting Company in Bala Cynwyd, PA that helps businesses move beyond day-to-day technology fixes and make smarter long-term IT decisions. Organizations across the Bala Cynwyd and Greater Philadelphia area need more than a help desk when technology impacts compliance, growth, and operational efficiency. Financial advisory firms require Microsoft 365 environments configured with security and regulatory requirements in mind, including SEC and FINRA expectations. Growing professional service businesses need strategic technology roadmaps that prepare infrastructure for future expansion rather than temporary fixes. Healthcare-adjacent organizations need expert guidance on cloud adoption, vendor selection, and HIPAA-related security considerations before making critical technology investments.
Lumis IT takes a consultative approach by understanding each organization’s goals, industry requirements, security challenges, and technology needs before recommending solutions. Instead of promoting one-size-fits-all products, our team provides practical IT strategy, technology planning, cloud consulting, cybersecurity guidance, and infrastructure recommendations based on real business outcomes. With more than 20 years of experience supporting financial services, healthcare, and small to mid-size businesses throughout Greater Philadelphia, Lumis IT delivers technology advice grounded in proven experience, helping organizations improve efficiency, strengthen security, and build a reliable IT foundation for long-term success.
Technology strategy and IT roadmap development providing a documented, multi-year plan aligning IT investment with business objectives, budget constraints, and regulatory requirements
Cloud strategy and migration consulting advising on platform selection, migration planning, and Microsoft 365 and Azure implementation for Bala Cynwyd businesses modernizing their technology environment
Cybersecurity consulting and risk advisory delivering security assessments, gap analysis, and strategic security program recommendations aligned with the threat environment and compliance frameworks your business faces
IT vendor selection and procurement consulting evaluating technology options, negotiating vendor relationships, and helping Bala Cynwyd businesses make informed purchasing decisions rather than reactive ones
Digital transformation and process improvement guidance identifying where technology can eliminate manual work, improve accuracy, and give leadership faster access to the information they need
IT budget planning and cost optimization right-sizing technology spend, eliminating wasteful licensing and redundant systems, and building a capital and operating expenditure plan leadership can present and defend
Compliance and regulatory IT consulting advising on the technology requirements of GLBA Safeguards Rule, FINRA cybersecurity guidance, SEC regulations, and HIPAA for regulated Bala Cynwyd businesses
Technology project management and implementation oversight managing complex IT projects from planning through delivery with stakeholder communication, vendor coordination, and milestone tracking
Lumis IT begins every IT consulting engagement with the same step that every sound technology decision requires: listening. CEO Sagy Langer and the consulting team take time to learn how the business operates, what applications and platforms the team depends on, where technology is creating friction rather than enabling productivity, what the regulatory and compliance landscape looks like, and where the business is headed over the next one to three years. That understanding is the foundation for the technology strategy and roadmap work that follows, ensuring that consulting recommendations reflect the actual business situation rather than a standard template applied to every client regardless of industry, size, or growth stage. By aligning strategic guidance with ongoing managed IT services, Lumis IT helps ensure that technology plans are not only well-designed but also properly implemented and maintained over time.
The IT consulting relationship Lumis IT provides operates continuously rather than as a one-time engagement. Technology decisions do not end with the initial roadmap: new vendors emerge, regulatory requirements update, business strategy shifts, and the technology environment itself changes in ways that require ongoing advisory guidance rather than a static document produced once and never revisited. Lumis IT's 99% client retention rate reflects the value that Bala Cynwyd businesses place on a consulting relationship that stays current and engaged rather than producing a report and moving on to the next project. The team communicates in plain English at every stage, ensuring that business owners and practice managers understand the reasoning behind every recommendation and how each technology decision supports their long-term goals.

Technology challenges caused by the absence of strategic guidance rarely appear as immediate failures; they build over time through inefficient systems, unnecessary expenses, and overlooked security risks. An IT Consulting Company in Bala Cynwyd, PA helps businesses identify these gaps before they become costly problems by evaluating technology decisions through a business and compliance lens. Without this strategic approach, a financial advisory firm may continue renewing Microsoft 365 services without leveraging the security and compliance tools needed for SEC requirements, while a growing accounting practice may continue adding hardware instead of exploring a more scalable cloud strategy. Healthcare-adjacent businesses can also face challenges when cloud platforms are implemented without proper HIPAA configuration, creating compliance concerns during vendor reviews or security assessments.
These challenges are not always caused by a single major technology failure; they are often the result of years of reactive decisions that create inefficiencies, unnecessary costs, and increased risk. Strategic IT consulting helps businesses make informed technology choices by evaluating infrastructure, selecting the right solutions, improving security, and aligning IT investments with long-term goals. Lumis IT provides the expertise needed to help Bala Cynwyd businesses move from reactive problem-solving to proactive technology planning, ensuring their systems support growth, compliance requirements, and overall business success.
Bala Cynwyd businesses choose Lumis IT because the team brings 20 years of experience helping Greater Philadelphia organizations navigate complex technology challenges, industry requirements, and compliance demands. As an IT Consulting Company in Bala Cynwyd, PA, Lumis IT provides strategic guidance built around real business needs rather than generic technology recommendations. For financial services firms, investment advisors, broker-dealers, and regulated organizations, effective IT consulting requires an understanding of frameworks such as GLBA Safeguards Rule, FINRA cybersecurity expectations, and SEC compliance requirements. Lumis IT combines this industry knowledge with expertise in technology strategy, cybersecurity planning, cloud solutions, infrastructure assessments, and IT roadmapping to help businesses make informed decisions that improve efficiency, security, and long-term performance.
Through its virtual CIO (vCIO) services, Lumis IT provides businesses with executive-level technology leadership without the cost of hiring a full-time CIO. Organizations gain access to strategic planning, multi-year technology roadmaps, vendor evaluation guidance, budget planning, and ongoing technology reviews that align IT investments with business goals. What further separates Lumis IT is its commitment to transparency and clear communication, ensuring business owners understand their current technology environment, recommended improvements, implementation plans, and expected outcomes. By combining strategic IT consulting, compliance expertise, and a relationship-focused approach, Lumis IT helps Bala Cynwyd businesses turn technology into a competitive advantage rather than a recurring challenge.

Lumis IT is an IT Consulting Company in Bala Cynwyd, PA that helps businesses transform technology from a reactive expense into a strategic business advantage through technology planning, cloud consulting, cybersecurity advisory, vendor selection, digital transformation, IT budgeting, compliance consulting, and project management. With 20 years of Philadelphia-area experience and a relationship-focused approach, Lumis IT provides businesses with clear technology strategies they can understand, implement, and align with their operational goals. Our consulting services go beyond day-to-day IT support by helping organizations make smarter decisions around infrastructure improvements, cloud migration, cybersecurity strategy, technology roadmaps, and vCIO guidance. Whether your business needs a comprehensive IT assessment, support with a specific technology initiative, or ongoing strategic advisory, Lumis IT delivers customized consulting solutions designed to improve efficiency, reduce risk, and support long-term growth throughout Bala Cynwyd and Greater Philadelphia.
Lumis IT helps Bala Cynwyd businesses develop effective technology strategies and IT roadmaps by first evaluating their current technology environment, identifying operational challenges, security gaps, outdated systems, and opportunities for improvement. This comprehensive IT assessment provides businesses with a clear understanding of their existing infrastructure, technology costs, system performance, and areas where investments can create greater value. Based on these insights, Lumis IT develops a multi-year technology roadmap that aligns IT initiatives with business objectives, including growth plans, cybersecurity improvements, cloud adoption, compliance needs, and infrastructure modernization.
As an experienced IT consulting company, Lumis IT helps businesses turn technology goals into actionable plans with defined priorities, timelines, budgets, and expected outcomes. Whether a financial services organization needs to support remote work, strengthen security controls, or prepare for evolving regulatory expectations, Lumis IT provides strategic guidance that connects technology decisions to business results. Through ongoing IT strategy consulting, vCIO services, technology planning, and roadmap reviews, Lumis IT keeps strategies aligned with changing business needs, cybersecurity threats, compliance requirements, and emerging technology opportunities so businesses can continue making informed IT investments.
Current-state technology assessment producing an honest inventory of systems, costs, security gaps, and alignment with business objectives for Bala Cynwyd businesses
Multi-year IT roadmap development translating business growth objectives, compliance requirements, and budget constraints into a sequenced technology investment plan
Quarterly roadmap review and update process keeping the technology strategy current as the business, regulatory environment, and technology landscape evolve
Board-level technology reporting delivering the plain-English summary of technology strategy, investment rationale, and security posture that business leadership and governing boards require
Lumis IT provides cloud strategy and migration consulting to help Bala Cynwyd businesses make informed decisions about moving, managing, and optimizing cloud environments. As an IT Consulting Company in Bala Cynwyd, PA, Lumis IT helps organizations evaluate cloud platforms, migration strategies, data architecture, security requirements, and user adoption plans before implementation begins. A successful cloud migration strategy requires more than moving applications and files; it requires careful planning around cybersecurity, compliance, performance, and long-term business goals. Lumis IT helps businesses select the right cloud solutions based on their specific operational needs rather than relying on generic recommendations, helping reduce disruption and maximize the value of cloud investments.
Lumis IT’s Microsoft 365 consulting helps businesses optimize licensing, strengthen security configurations, improve collaboration through Teams and SharePoint, and support compliance requirements related to GLBA, FINRA, SEC, and HIPAA. For organizations considering infrastructure modernization, Lumis IT also provides Azure consulting services, including workload assessments, cloud architecture planning, cost analysis, and security-focused migration strategies. By combining cloud consulting expertise, cybersecurity knowledge, and strategic technology planning, Lumis IT helps Bala Cynwyd businesses build scalable cloud environments that improve efficiency, protect sensitive data, and support future growth with confidence.
Cloud platform evaluation and selection consulting helping Bala Cynwyd businesses choose between Microsoft 365, Azure, and alternative platforms based on their specific operational, security, and compliance requirements
Microsoft 365 strategy consulting covering licensing model optimization, security configuration for regulated industries, collaboration architecture design, and migration planning
Azure cloud strategy consulting including workload assessment, architecture design, cost modeling, and compliance configuration for Bala Cynwyd businesses modernizing their infrastructure
Cloud migration planning and sequencing advisory covering data migration strategy, user adoption planning, cutover timing, and rollback procedures before implementation begins
Lumis IT provides cybersecurity consulting and risk advisory services that help Bala Cynwyd businesses understand their current security posture, identify vulnerabilities, and develop a strategic plan for improving cyber resilience. Unlike day-to-day security management, cybersecurity consulting focuses on the advisory layer that helps business leaders understand what protections are in place, where gaps exist, and how those gaps impact breach risk, compliance obligations, cyber insurance requirements, and overall business continuity. Through detailed security assessments, risk analysis, and cybersecurity planning, Lumis IT helps organizations make informed security investments that are aligned with their operational goals and regulatory responsibilities.
Lumis IT’s security gap assessments evaluate technology environments against industry standards and regulatory frameworks, including the GLBA Safeguards Rule, FINRA cybersecurity guidance, SEC requirements, HIPAA Security Rule, and NIST Cybersecurity Framework. Each assessment identifies security weaknesses, prioritizes remediation efforts, and provides clear recommendations based on business impact, risk level, and implementation requirements. Lumis IT also helps businesses prepare for evolving cyber insurance requirements by evaluating essential security controls such as multi-factor authentication (MFA), endpoint detection and response (EDR), backup protection, incident response planning, and vulnerability management. By combining cybersecurity strategy, compliance guidance, and risk advisory, Lumis IT helps Bala Cynwyd businesses strengthen their defenses, improve regulatory readiness, and make smarter decisions about protecting their organization.
Cybersecurity program gap assessment mapping the current security posture against GLBA, FINRA, SEC, HIPAA, and NIST frameworks with findings prioritized by severity and regulatory impact
Security investment advisory helping Bala Cynwyd business leadership make informed decisions about security program priorities based on risk severity, regulatory requirement, and cost-benefit analysis
Cyber insurance advisory evaluating the security controls that insurers require, assessing current coverage adequacy, and identifying security investments that affect both risk exposure and insurance terms
Third-party vendor security assessment advising on the cybersecurity posture of vendors and service providers whose access to business systems and data creates regulatory and contractual risk management obligations
Lumis IT helps Bala Cynwyd businesses make smarter technology investments through IT vendor selection and procurement consulting that replaces sales-driven decisions with a structured, business-focused evaluation process. Choosing the right technology vendor can significantly impact security, efficiency, compliance, and long-term costs, especially for organizations evaluating platforms such as CRM systems, EHR solutions, document management tools, cloud applications, and business software. Lumis IT helps businesses define their technology requirements, assess vendor capabilities, and compare solutions based on operational needs, integration requirements, security standards, budget considerations, and future growth plans. This approach helps organizations select technology partners that align with their business goals rather than simply choosing the vendor with the strongest sales presentation.
Beyond vendor evaluation, Lumis IT provides technology procurement consulting to help businesses navigate contracts, pricing models, licensing agreements, and long-term vendor relationships. The team reviews vendor proposals, identifies potential risks such as unnecessary costs, restrictive agreements, vendor lock-in, and security concerns, and helps businesses negotiate terms that better support their needs. For regulated industries such as financial services and healthcare, Lumis IT also considers compliance requirements, data protection practices, and third-party risk management when evaluating technology providers. By combining IT strategy consulting, vendor management, technology assessments, and procurement guidance, Lumis IT helps Bala Cynwyd businesses make confident technology decisions that improve value, reduce risk, and support long-term success.
Technology requirements definition translating business needs, operational workflows, compliance obligations, and integration requirements into documented evaluation criteria before vendor demonstrations begin
Vendor market evaluation and shortlisting assessing available options against the documented requirements framework and providing an objective comparison rather than a vendor-led selection process
Contract review and negotiation advisory identifying unfavorable terms, lock-in risks, and pricing opportunities in vendor proposals for Bala Cynwyd businesses committing to significant technology relationships
Ongoing vendor relationship management consulting advising on vendor performance review, contract renewal strategy, and the decision framework for evaluating whether existing vendor relationships continue to serve the business's needs
Lumis IT helps Bala Cynwyd businesses modernize operations through digital transformation consulting and process improvement strategies designed to increase efficiency, improve collaboration, and create smarter workflows. As an IT Consulting Company in Bala Cynwyd, PA, Lumis IT takes a practical approach to digital transformation by identifying inefficient manual processes, disconnected systems, outdated workflows, and technology gaps that slow business growth. Rather than recommending technology for the sake of innovation, Lumis IT evaluates where automation, cloud solutions, workflow optimization, and system integration can create measurable improvements in productivity, client service, and operational efficiency.
For financial services firms and professional organizations, Lumis IT helps streamline complex processes such as document management, client onboarding, compliance workflows, reporting, and internal collaboration through solutions like Microsoft Power Automate, SharePoint workflows, CRM integration, and cloud-based productivity tools. For businesses operating with legacy systems, unmanaged file sharing, or manual approval processes, Lumis IT develops a strategic transformation roadmap that introduces modern technology in a practical and manageable way. Through IT strategy consulting, workflow automation, technology planning, and user adoption support, Lumis IT helps Bala Cynwyd organizations build secure, scalable, and efficient technology environments that support long-term business growth.
Process mapping and friction analysis identifying the specific manual workflows, disconnected systems, and data re-entry requirements that are costing Bala Cynwyd businesses measurable time and money
Technology-enabled workflow automation consulting recommending Microsoft Power Automate, SharePoint, CRM, and document management solutions matched to identified process improvement opportunities
Digital transformation roadmap development sequencing process and technology changes to match the business's capacity for change without operational disruption or staff resistance
User adoption planning and change management advisory ensuring that technology implementations produce the behavioral change that delivers the intended efficiency gain rather than technically successful deployments that staff bypass
Lumis IT helps Bala Cynwyd businesses take control of technology spending through IT budget planning and cost optimization services that replace reactive expenses with a structured, strategic approach to technology investment. Many small and mid-size businesses struggle with unpredictable IT costs caused by emergency repairs, unexpected licensing increases, unused software subscriptions, and outdated systems that continue consuming resources. Lumis IT helps organizations develop IT budget strategies, forecast future technology needs, plan capital investments, manage operating expenses, and prioritize cybersecurity and infrastructure improvements. This proactive approach gives business leaders better visibility into technology costs while ensuring investments support security, efficiency, and long-term business goals.
Through detailed technology cost optimization assessments, Lumis IT identifies opportunities to eliminate waste, improve licensing efficiency, consolidate redundant tools, and align technology spending with actual business needs. This may include reviewing Microsoft 365 licensing, evaluating software usage, identifying inactive accounts, optimizing security solutions, and recommending infrastructure improvements that provide greater value. For financial services and regulated organizations, Lumis IT also helps create documented technology investment plans that support IT governance, vendor management, compliance requirements, and strategic decision-making. By combining financial planning, technology consulting, and operational insight, Lumis IT helps Bala Cynwyd businesses build a smarter IT budget that reduces unnecessary costs while strengthening their technology foundation.
IT spending audit and cost optimization analysis identifying redundant licensing, unused capabilities, over-provisioned tools, and legacy systems consuming budget without delivering proportionate value
Annual IT budget development covering planned capital investments, operating expenditure, licensing renewals, security program costs, and project-specific spending for Bala Cynwyd businesses
Multi-year IT financial planning modeling the technology investment horizon across a three-to-five-year period, providing business leadership with a credible forward view of technology costs
Technology ROI analysis and investment justification documentation supporting board-level and leadership review of significant technology investment decisions
Lumis IT provides compliance and regulatory IT consulting to help Bala Cynwyd financial services, healthcare-adjacent, and professional organizations understand how their technology environment aligns with evolving regulatory requirements. Rather than focusing only on security implementation, Lumis IT provides the strategic advisory layer that connects IT infrastructure, cybersecurity controls, and compliance obligations, helping businesses identify gaps, improve technology decisions, and prepare before issues become audit findings, security incidents, or client concerns. With 20 years of experience supporting regulated businesses throughout Greater Philadelphia, Lumis IT helps organizations evaluate their current IT environment, understand applicable requirements, and develop practical strategies for improving compliance readiness.
For financial services organizations, Lumis IT supports requirements related to the GLBA Safeguards Rule, FINRA cybersecurity guidance, and SEC cybersecurity expectations by advising on critical technology areas such as risk assessments, access controls, encryption, multi-factor authentication (MFA), identity management, vendor risk management, vulnerability management, and incident response planning. Lumis IT helps businesses create documented security practices and technology frameworks that support examination readiness, regulatory reporting, and ongoing governance requirements. Through compliance consulting, cybersecurity advisory, and IT strategy services, Lumis IT helps Bala Cynwyd businesses build secure, well-documented technology environments that support both regulatory obligations and long-term business objectives.
GLBA Safeguards Rule technology compliance consulting for Bala Cynwyd financial services firms, covering information security program requirements, risk assessment documentation, technical safeguards, and board reporting
FINRA and SEC cybersecurity compliance advisory for broker-dealers and registered investment advisors, including examination readiness, policy documentation, and evidence of functioning security controls
HIPAA Security Rule technology consulting for healthcare-adjacent businesses and medical practices, advising on risk analysis requirements, technical safeguard implementation, and OCR documentation standards
Ongoing regulatory change monitoring and compliance advisory keeping Bala Cynwyd regulated businesses informed of regulatory updates that affect their technology compliance obligations before examination findings document the gap
Lumis IT provides technology project management and implementation oversight to help Bala Cynwyd businesses successfully execute complex IT initiatives without unnecessary delays, budget issues, or operational disruptions. From cloud migrations, infrastructure upgrades, security implementations, office relocations, and business application deployments to large-scale technology improvements, Lumis IT brings structure, planning, and coordination to projects that involve multiple systems, vendors, and stakeholders. Through detailed project planning, risk management, timeline coordination, and clear communication, Lumis IT helps organizations avoid common implementation challenges such as scope creep, missed requirements, poor adoption, and unexpected costs while ensuring technology projects align with business objectives.
Lumis IT’s IT project management consulting includes project scoping, vendor coordination, implementation oversight, change management, and post-deployment support to ensure every technology initiative delivers the intended results. For multi-vendor projects involving Microsoft solutions, cloud platforms, data migrations, cybersecurity tools, or existing IT providers, Lumis IT manages dependencies and communication between all parties to create a seamless implementation process. By serving as a strategic technology partner, Lumis IT helps Bala Cynwyd businesses achieve successful technology deployments, improve operational efficiency, and maximize the value of their IT investments through well-managed, secure, and scalable solutions.
IT project scoping and planning covering requirements definition, dependency mapping, risk identification, budget development, and timeline construction before implementation commitments are made
Vendor coordination and contract management overseeing multi-vendor technology projects, managing interdependencies, and maintaining accountability across vendors for deliverables and timelines
Project status reporting and stakeholder communication keeping Bala Cynwyd business leadership informed of project progress, risks, decisions required, and milestone achievement throughout implementation
Post-implementation review assessing whether the completed project delivered the intended business outcomes, identifying lessons for future technology initiatives, and documenting the as-built configuration for ongoing management
Technology decisions have a lasting impact on your business, and having the right guidance can make the difference between reactive fixes and long-term success. Lumis IT provides IT Consulting Services in Bala Cynwyd, PA to help businesses plan, optimize, and implement technology solutions that align with their goals, security requirements, and growth plans. From strategic roadmaps and cloud consulting to cybersecurity planning, vendor guidance, and technology project management, our team helps organizations make confident IT decisions backed by experience and expertise.
Connect with Lumis IT today and partner with a trusted technology advisor that understands your business, simplifies complex IT decisions, and helps you build a secure, scalable technology foundation for the future.
Lumis IT delivers a full platform of IT consulting company services for Bala Cynwyd businesses, including technology strategy and multi-year IT roadmap development, cloud strategy and migration consulting for Microsoft 365 and Azure, cybersecurity consulting and risk advisory covering compliance frameworks and security program gap assessment, IT vendor selection and procurement consulting, digital transformation and process improvement guidance, IT budget planning and cost optimization, compliance and regulatory IT consulting for GLBA, FINRA, SEC, and HIPAA-regulated clients, and technology project management and implementation oversight. Every consulting engagement is delivered in plain English with transparent rationale for every recommendation.
Managed IT support addresses the operational layer: keeping systems running, resolving help desk issues, monitoring the network, managing security tools, and maintaining backup and recovery capabilities. IT consulting addresses the strategic layer: deciding which systems to run, which platforms to adopt, how to sequence technology investment, how to align technology with business objectives and compliance requirements, and how to manage the vendor relationships and project deliverables that translate technology decisions into working business capabilities. Lumis IT provides both layers for Bala Cynwyd businesses, and the IT consulting relationship is what ensures that the operational support layer is building toward a strategic objective rather than simply maintaining the status quo indefinitely.
Lumis IT's technology strategy services for Bala Cynwyd businesses include current-state technology assessments that produce an honest inventory of the existing environment, multi-year IT roadmaps that translate business objectives and compliance requirements into sequenced technology investments, quarterly roadmap reviews that keep the strategy current as the business and regulatory environment evolve, and board-level technology reporting that gives business leadership and governing boards the plain-English summary of technology strategy, investment rationale, and security posture they need to fulfill their oversight responsibilities. The vCIO function Lumis IT provides gives businesses access to strategic technology leadership without the cost of a full-time executive.
Lumis IT provides compliance IT consulting for the regulatory frameworks that Bala Cynwyd financial services and healthcare businesses operate under: GLBA Safeguards Rule compliance for financial services firms (information security program requirements, risk assessment documentation, technical safeguards, vendor oversight, board reporting), FINRA cybersecurity compliance advisory for broker-dealers (examination readiness, policy documentation, access control evidence, incident response currency), SEC cybersecurity rule compliance for registered investment advisors, and HIPAA Security Rule compliance consulting for healthcare-adjacent businesses (risk analysis requirements, technical safeguard implementation, OCR documentation standards). The consulting output is structured to produce documentation that satisfies examination and audit requirements rather than internal working documents that do not hold up to regulatory scrutiny.
Small and mid-size businesses in Bala Cynwyd that lack internal IT leadership benefit from an IT consulting company relationship that provides the strategic technology function without the cost of a full-time CIO or IT director. The consulting relationship prevents the reactive technology spending pattern that occurs when purchasing decisions are made in response to failures rather than against a plan, ensures that compliance requirements are factored into technology decisions before commitments are made rather than retrofitted after the fact, and gives business leadership a credible basis for technology investment decisions rather than approving vendor recommendations they cannot independently evaluate. Lumis IT's 99% client retention rate reflects the value that Greater Philadelphia small and mid-size businesses place on that strategic consulting relationship over time.