Manila Recruitment

Accountant

• Responsible for the accurate and efficient preparation of financial statements and working papers using Active Ledger
• Process BAS, IAS, and annual tax returns for various types of entities
• Assist in tax planning and strategy implementation
• Ensure timely delivery of high-quality accounting, tax, and business services
• Collaborate directly with Australian accountants and work closely with the team

Senior Tax Accountant

Backend Engineer

• Develop and maintain scalable, high-performance web applications using Angular(V12+ preferred) on the frontend and Java on the backend
• Translate UI/UX designs and wireframes into high-quality code
• Optimize components for maximum performance across various web-capable devices and browsers
• Write clean, maintainable, and testable code following best practices (TDD/BDD)
• Lead code reviews, mentor junior developers, and contribute to architectural decisions
• Ensure adherence to design standards, accessibility, and responsive design
• Continuously discover, evaluate, and implement new technologies to maximize development efficiency
• Troubleshoot and resolve performance and scalability issues

Mid to Senior Fullstack Developer, Java, Angular

SDET

• As a Test Automation Specialist, you will leverage a cutting-edge test automation framework to enhance and expedite testing processes, govern and evolve test frameworks, develop a test reporting system, and develop a comprehensive monitoring and alerting system. Your expertise will ensure the robustness, efficiency, and reliability of the software delivery pipeline.
• **Duties and Responsibilities:**
• ** Test case design and documentation:**
• - Define clear, concise, and comprehensive test cases based on requirements, specifications, and user stories. Ensure test cases cover both positive and negative scenarios, edge cases, and system interactions. Maintain traceability between test cases and product features.******Test Suite Development & Maintenance:**
• - Organize and maintain automated test suites to reflect product changes and evolving test coverage needs. Refactor outdated or redundant tests, ensuring relevance and accuracy.
• - Maintain a clear structure for manual and automated test suites for ease of access and reusability.******AI-driven Test Automation:**
• - Implement and utilize AI and intelligent agents to accelerate test generation processes.
• - Transition from manual test case development to AI-driven automation solutions, enhancing overall testing efficiency.******Test Framework Governance:**
• - Oversee the maintenance and continuous improvement of the existing test framework.
• - Analyze test failures and test escapes to identify root causes and implement solutions.
• - Foster a culture of quality through continuous improvements in testing methodologies and frameworks.******Test reporting and analytics:**
• - Design and develop test reports to provide visibility into the test suite performance and failures.
• - Implement an effective test failure alerting system to promptly notify feature owners and responsible developers of SUT issues and failures.

Mid-level QA Automation Engineer

Business Analyst

• Under the direction of the Client Engagement Lead, the Business Analyst works within a team of three and is responsible for core configuration structures as well as translating client functional requirements into the Planview Platform.
• When required, the Business Analyst will also support the Delivery Services Director by providing subject matter expertise, including pre-sales and sales support
• Work closely with the delivery and technical teams to advise on the best possible solution aligned to the clients’ requirements, challenging current practice to drive innovation in the deployments
• Strong stakeholder management skills with the ability to communicate complex architectural concepts to both technical and non-technical audiences
• Pro-actively supports and when required manages and leads the delivery of customer-focused workshops, showing agility, flexibility and a capability to be creative in solutioning, whilst aligning to the company’s line of business products and services.
• Supports the technical team in the client escalation for all implementations
• Manages and works closely with the company’s Functional services team (Client Engagement Lead, PPM Analyst) and the technical team (Technical PPM Analysts, BI and Integration Analysts)
• Become a subject matter expert on Planview Portfolios, to enable the capability to advise and instruct on the optimum configuration required against the client’s business requirements
• Act as the lead BA consultant to deliver subject matter expertise in both a pre-sales context and on delivery engagements. Execute projects according to the agreed work plan under direction of the Client engagement lead, and where necessary, direct delivery consultants in their delivery tasks and · ensure quality outcomes for our customers as a result
• Provide project status information to the delivery managers or project managers, including risk identification, task delay and task completion estimates. Validate with the project or delivery manager that the completion expectations have been met
• Proactively alert Project teams of potential problems based upon your strong working knowledge of the Planview solution within the customer's environment
• Responsible for directing and reviewing comprehensive documentation around solution design and project delivery. Works closely with technical team to fully understand the design and implementation to be delivered to the customer
• Identify, analyse, and manage technical risks within consultancy engagements, projects, assisting to make strategic decisions on what will be the most effective use of resources
• Participate in strategic project review sessions to share materials or lessons learned with the wider team in the company. The BA play a critical role in the knowledge feedback loop within refining existing solutions and the creation of new service offerings
• Develop skills and work with the Client Engagement Lead to attend prescribed or requested training, demonstrating accountability for maintaining strong performance and a commitment to ongoing learning and development
• Provide guidance to client teams or third-party partners to collaborate and implement the technical solution, build mutual support and develop an understanding with colleagues across functions
• Supports the PPM Analyst in preparing, maintains and submitting activity/progress reports and time recording/management reports in accordance with the company’s procedures
• Assist in or be responsible for the creation of knowledge management articles and perform all knowledge management tasks in accordance with defined processes, procedures and personal KPIs
• Effectively always represent the company in a professional manner to the customer
• Mentor Technical and Functional team staff within specialist areas
• Willingness to work on a flexible schedule and travel where required

Data Engineer

• Own our SQL data estate, design scalable pipelines, and lead data enrichment across our Azure-first platform.
• Set the standards for modelling, quality, security, and cost while writing production-grade Python and SQL daily.
• Design and evolve schemas for OLTP/OLAP (Azure SQL, Synapse, Delta Lake), with partitioning, indexing, and RLS for multi-tenant isolation.
• Establish data contracts and versioning, govern schema evolution, and implement CDC +SCD patterns.
• Performance engineering: query tuning, resource classes, caching strategies, and cost guardrails.
• Architect ELT/ETL across batch & streaming using Azure Data Factory/Synapse/Databricks, Event Hubs/Service Bus, Functions, and Container Apps/AKS.
• Build reliable, observable pipelines (idempotent, retryable, lineage-aware) with SLAs/SLOs and runbooks.
• Implement CI/CD for data (dbt/SQL projects, PySpark jobs, tests) using GitHub Actions and IaC (Terraform/Bicep).
• Define and operate enrichment layers: UPC/GS1, OCR/EXIF metadata, taxonomies, embeddings, and third-party data joins.
• Curate gold/semantic models for analytics & product APIs; manage feature/metric definitions and documentation.
• Partner with DS/ML to operationalize feature stores, model outputs, drift signals, and evaluation tables.
• Own reference architecture across ADLS Gen2, Synapse/Databricks, Azure SQL/SQL Server, Cosmos DB (incl. vector), Azure AI Search, Key Vault, Purview.
• Security & compliance by default: encryption, secret management, RBAC/ABAC, data retention and GDPR/SOC 2 controls.
• Observability: OpenTelemetry + Azure Monitor/App Insights, data quality tests, freshness SLAs, and lineage in Purview.

Data Architect

Sales

• Sales & marketing of Pyrotec Fire Resistant Cable and MMC Structured Cabling System in the Philippines
• Develop business plan and marketing strategy for targeted markets to ensure attainment of company goals
• Create new project opportunities through engagement with designers, manager project pipeline and funnel to generate revenue for the company
• Responsible for monthly forecast of sales invoice(revenue) and new purchase order (PO) in line with annual sales target and KPI target settings.
• Plan and organize advertising & promotion activities to uplift brand reputation.
• Keep track and follow up potential project status (with required & relevant data) and update project pipeline for reporting and submission to immediate superior on a monthly basis.
• Work closely with M&E consultants & project owners and specify Pyrotec and MMC during project designing stage.
• Monitor and manage the progress and performance of distributor. To feed information on projects and ensure distributor is following up
• To manage and ensure distributor is keeping sufficient stock inventory to serve the market.
• Be proactive in deploying EXACT CRM in daily planning & reporting (inclusive of business calendar for appointments, customer & project input)
• To identify any inefficiency and suggest improvement proposal where possible.
• To deliver the result within value system of the company.
• And any other duties as assigned by the immediate superior / HOD / MD from time to time.
• Focus on opening opportunities for both distributors and expanding the company’s Philippine market client base.
• Work toward getting the company’s brands included in vendor/acceptable brand lists in major projects.
• Feed qualified project leads and technical information to distributors for quotation and fulfilment.
• Conduct weekly project review meetings with distributors to track project status, quotations issued, and process improvements.
• Organize and participate in marketing events or seminars at least once per quarter to promote brand awareness.
• Coordinate with distributors and internal teams to improve local sales and operational processes.
• Register and maintain records in CRM as part of daily work routine.
• Work closely with the logistics team for coordination of product delivery and documentation requirements.

Assistant Sales Manager

Performance Marketing

• Serve as the primary point of contact for a portfolio of clients, ensuring seamless communication and expectation management.
• Translate client goals into actionable project plans, forecasts, and digital marketing strategies tailored to their needs.
• Manage timelines, resources, and budgets across multiple accounts (monthly and one-time projects) to ensure profitability and efficiency.
• Provide timely campaign updates, insights, and recommendations through regular client calls, reports, and presentations.
• Use project management software to track progress, manage deliverables, and maintain alignment across teams.
• Develop and oversee digital advertising campaigns across platforms such as Google Ads, Facebook/Meta Ads, and other paid media channels.
• Execute and optimize strategies for SEO, email automation, paid media, and e-commerce management.
• Conduct competitor and market analysis to inform campaign strategy, targeting, and creative direction.
• Collaborate with designers, video editors, and other creatives to produce on-brand, high-performing assets.
• Use analytics and data management tools (Google Analytics, ad platforms, CRM systems, and research tools) to measure campaign performance and identify growth opportunities.
• Provide data-driven recommendations, optimize ad spend, and maximize ROI across all client accounts.
• Stay updated on emerging digital trends, ad platform updates, and best practices to keep strategies effective and competitive.
• Brief and manage external contractors, freelancers, and cross-functional partners to ensure deliverables meet quality standards and deadlines.
• Foster collaboration between creative, technical, and content teams for seamless execution of integrated campaigns.
• Support and mentor team members and contractors, encouraging innovation and efficiency.
• Tools to use: ClickUp, Slack, Google Meet, Google Tag Manager, Google Analytics, Meta Ads/Meta Ad Manager.

Performance Marketer - Paid Media

Customer Support

• Provide timely and effective support to customers via email, chat, and phone, ensuring all inquiries are addressed in a professional and helpful manner.
• Troubleshoot and resolve technical issues, product inquiries, and operational concerns to ensure customer satisfaction.
• Develop and maintain a deep understanding of the company’s platform, troubleshooting common user problems, and guiding users on best practices.
• Assist customers with onboarding, providing guidance on initial setup and platform usage.
• Collect customer feedback on the platform and support experience, passing along insights to the Customer Success and Product teams.
• Create and maintain up-to-date support materials and FAQs to aid customers in solving common issues independently.
• Collaborate closely with the Customer Success and Product teams to ensure customer issues are addressed and resolved in a timely manner.

Customer Support Agent

Analyst

• Support other team members in training, reviewing technical bulletins, and collaboration
• Perform a critical function within the network repair process, impacting network availability and time-to-repair commitments
• Customer trouble management: accept customer phone calls/emails for circuit troubles, isolate fault location, and notify about repair progress
• Liaise with diverse vendors and provide regular updates to customers on circuit status
• Equipment monitoring: check live service status and retrieve historical events
• Workload management: ensure all appropriate tickets are captured, actively monitor open issues until remediated, handle alarm response and trouble ticket assignment
• Resolve open trouble tickets and pursue resolution to closure
• Technical escalation: support and escalate to next level of technical support as necessary
• Proactive and preventive maintenance: identify potential network problems/trends and address issues before service-affecting events
• Professionally manage difficult or emotional customer situations and respond promptly to customer needs
• Solicit customer feedback to continually improve service
• Produce reports and documentation to highlight service incidents

Service Desk Analyst

Research Analyst

• Conduct in-depth qualitative and quantitative analysis in fraud prevention and regulatory compliance.
• Gather and validate data from internal proprietary datasets and external tools (e.g., Google, PitchBook, industry reports).
• Develop and test hypotheses through structured research frameworks.
• Build and maintain an organized insights repository within the Link platform.
• Synthesize findings into actionable insights that inform strategic recommendations.
• Produce research deliverables including analyst briefings, vetted profiles, and published reports.
• Conduct interviews and analyst briefings with senior executives, market experts, and vendor teams.
• Analyze large datasets, identify trends, correlations, and anomalies, and build clear data visualizations.
• Manage multiple concurrent research projects with strict deadlines and support two concurrent projects at different stages.
• Work closely with product and AI engineering teams and apply/quickly develop understanding of cybersecurity, fraud-prevention, and regulatory compliance concepts.

Senior Insights and Research Analyst

Engineer

• Configure and manage Intune MDM for Windows and Apple devices, including ABM, APNs certificates, and token uploads.
• Implement and maintain Conditional Access and Device Compliance Policies using Microsoft Entra ID (Azure AD).
• Deploy and manage applications via Endpoint Manager, including VPP integration for Apple devices.
• Enforce security policies such as MFA and compliance rules.
• Enhance user experience through Autopilot, macOS DEP, and self-service portals.
• Support and troubleshoot AVD environments, including Azure networking, resource groups, and subscriptions.
• Collaborate with teams to scope and document technical requirements and solutions.
• Maintain and improve Microsoft 365 services including SharePoint, OneDrive, Teams, and 365 Defender.
• Utilize PowerShell for automation and advanced configuration (a plus).

Senior Engineer

Solutions Engineer

• Lead the technical onboarding of enterprise customer accounts, ensuring configurations align with customer-specific needs and workflows
• Guide customers through platform navigation, best practices, and advanced features to accelerate adoption
• Develop tailored demos, proof-of-concept configurations, and data scenarios that illustrate the platform’s value for customer goals
• Partner with Account Management to prepare for strategic customer meetings, QBRs, and renewal discussions
• Create and deploy buyer demand surveys to capture actionable market intelligence and enrich proprietary datasets
• Leverage Forsta or equivalent tools (SurveyMonkey, Typeform) for survey execution and ensure data accuracy
• Extract, analyze, and interpret data from Link to generate insights and recommendations for customers
• Present findings in a clear, business-focused format that drives action
• Troubleshoot and resolve technical issues in collaboration with Delivery, Account Management, and Data Operations teams
• Provide structured feedback to the Product team on recurring issues, feature requests, and user experience improvements
• Develop and maintain comprehensive internal and customer-facing resources, including training guides, knowledge base articles, and onboarding documentation

Senior Solutions Engineer

Appointment Setter

• Calling leads and qualifying them based on assets and retirement timelines.
• If the client’s calendar is open, do live transfer (priority); if not, book the lead directly on their calendar.
• Conduct light follow-ups for leads already scheduled for Zoom appointments.
• Support advisors to consistently close qualified leads, which drives client retention.

Billing Specialist

• Lead and manage the monthly bill run for 1,500+ VoIP and connectivity customers.
• Ensure accuracy and compliance, including reconciliation of CDR/SDR telecom files.
• Use your expertise in Abillity (or similar) billing platforms to keep operations smooth.
• Work with customers (all from UK) to resolve billing queries over phone and email.
• Forecast revenues, produce reports, and provide commercial insight to management.
• Collaborate closely with Finance (Xero) and Operations teams.
• Oversee and support offshore billing/admin staff (probably around 3 team members).
• Drive continuous improvements to processes and systems.

Billing Manager

• Lead and manage the monthly bill run for 1,500+ VoIP and connectivity customers
• Ensure accuracy and compliance, including reconciliation of CDR/SDR telecom files
• Use your expertise in Abillity (or similar) billing platforms to keep operations smooth
• Work with customers to resolve billing queries over phone and email
• Forecast revenues, produce reports, and provide commercial insight to management
• Collaborate closely with Finance (Xero) and Operations teams
• Oversee and support offshore billing/admin staff
• Drive continuous improvements to processes and systems
• Work UK business hours (9:00 AM – 5:00 PM UK / 4:00 PM – 12:00 MN PH Time)

Senior Billing Specialist

Chief Marketing Officer

• Lead, mentor, and manage offshore marketing staff (graphic designers, 3D modelers, product listers, and brand ambassadors).
• Work closely with the U.S.-based manager overseeing brand ambassadors.
• Ensure smooth coordination across creative, digital, and customer engagement functions.
• Develop and execute comprehensive marketing strategies aligned with company goals across four brands.
• Strengthen brand identity and positioning in B2B and selective B2C markets.
• Expand digital marketing presence, including social media, digital ads, email campaigns, video content, and SEO.
• Manage external resources (BigCommerce developers, freelance designers, ad agencies as needed).
• Support dealer acquisition and retention efforts through targeted campaigns, follow-ups, and sample programs.
• Partner with brand ambassador team to optimize customer touchpoints (pre-trade show, post-order, and ongoing communication).
• Collaborate with sales leadership to ensure marketing drives lead generation and measurable business outcomes.
• Oversee website updates, listings, and digital assets across all brands.
• Plan and track marketing campaigns (digital, print, trade show support, mailings).
• Set and monitor KPIs for campaign success and team performance.
• Analyze marketing performance and provide regular reporting to the COO and company leadership.
• Use data-driven insights to improve marketing ROI and customer engagement.

Head of Marketing – Manufacturing

Accounts Receivable

• Prepare and issue customer invoices, including progress billings, milestone billings, and final invoices.
• Review contracts, jobs within Accounting Software and schedules of values to ensure invoices comply with terms and change orders.
• Track and apply required holdbacks or retainage.
• Monitor accounts receivable aging and follow up on overdue accounts.
• Contact clients regarding outstanding balances and resolve disputes professionally.
• Record and apply customer payments (cheques, EFTs, wires).
• Maintain accurate AR records and support documentation for all projects.
• Prepare and manage lien waivers/releases and ensure compliance with lien rights and deadlines.
• Support internal and external audits as needed.
• Prepare monthly AR reports for management, highlighting risks and collection issues.
• Reconcile AR sub-ledger to the general ledger.
• Updating project cash flows with Project Managers to ensure all costs are captured in billing to maintain positive project cash flow.
• Assist in forecasting cash receipts to support company cash flow planning.
• Collaborate with project managers, estimators, and finance staff to verify billable work.
• Communicate with clients and internal stakeholders to resolve billing issues.

Accounts Receivable Specialist

• Are you passionate about delivering excellent customer care and resolving complex issues? You’ll be the main point of contact for escalated customer complaints and service issues.
• Be the go-to person when customers need help the most, combining empathy with problem-solving and clear communication.
• Company built to provide reliable, fast business communication tools, including WhatsApp integration, call recording, on-hold marketing, remote working solutions, and call reporting.
• Duties: Be the main point of contact for escalated customer complaints and service issues; investigate problems thoroughly and work with technical teams to find lasting solutions; communicate clearly and with empathy by phone and email, keeping customers updated; take ownership of cases from start to finish; track recurring issues and share insights with management; produce clear reports on complaints and customer feedback; support and mentor offshore/remote support staff; play a key role in building a culture of excellent customer service across the business.

Customer Service Specialist, VoIP / Telecommunication

QA Engineer

• Work collaboratively to develop a strong understanding of the systems and testing objectives
• Design, create, execute, and analyse manual and automated tests for both sprint and regression testing
• Support the production deployment of applications, ensuring a smooth and error-free release process
• Write clear bug reports quickly and concisely and collaborate with developers to get them fixed
• Conduct exploratory testing within an Agile environment to identify potential issues and improve test coverage
• Maintain an excellent testing mindset, applying critical thinking to identify test scenarios, potential improvements, and edge cases
• Actively seek opportunities for training and development, staying updated with the latest testing techniques, tools, and industry trends

Quality Engineer, Automation, Selenium

• Maintain, configure, and monitor VoIP systems
• Set up software and hardware for customers, including Yealink desk phones, cordless phones, and WiFi solutions
• Troubleshoot and resolve issues on the Yeastar platform
• Provide technical support to end users and assist with VoIP-related issues
• Handle customer tickets and take inbound calls for technical queries and issues
• Resolve customer tickets through the support system, ensuring timely resolution and customer satisfaction
• Support customers throughout the complete rollout process, addressing call quality issues, broadband problems, and technical queries
• Document system configurations, change logs, and troubleshooting steps
• Monitor VoIP call flow and logs for anomalies and performance issues
• Ensure compliance with security policies and best practices for voice traffic
• Train end users on how to use the VoIP system and features
• Participate in VoIP system upgrades, migrations, and new installations
• Serve as the main point of contact for assigned customer tickets, handling independent tasks from start to completion
• Troubleshoot various technical issues and provide solutions throughout the support process

VoIP Engineer

Project Manager

• Own the configuration, customization, and ongoing optimization of ClickUp workspaces, dashboards, and reporting.
• Standardize processes and templates to ensure consistent execution across teams.
• Train and support staff on best practices for using ClickUp.
• Drive project planning, execution, and delivery within ClickUp.
• Monitor progress, dependencies, and resource allocation, ensuring deadlines and priorities are met.
• Act as the central hub for cross-functional communication, aligning stakeholders around project goals.
• Identify opportunities to integrate AI tools and automations into ClickUp and related workflows (task creation, reporting, content generation, predictive analytics).
• Build, test, and maintain automations that reduce manual effort and increase efficiency.
• Stay current on emerging AI solutions and advise leadership on potential applications within project management.
• Leverage ClickUp reporting tools and AI-assisted analytics to track KPIs, team productivity, and project outcomes.
• Provide actionable insights to leadership for process improvements and decision-making.

• Work collaboratively to develop a strong understanding of the systems and testing objectives.
• Design, create, execute, and analyse manual and automated tests for both sprint and regression testing.
• Support the production deployment of applications, ensuring a smooth and error-free release process.
• Ability to write clear bug reports quickly and concisely and collaborate with developers to get them fixed
• Conduct exploratory testing within an Agile environment to identify potential issues and improve test coverage.
• Maintain an excellent testing mindset, applying critical thinking to identify test scenarios, potential improvements, and edge cases.
• Actively seek opportunities for training and development, staying updated with the latest testing techniques, tools, and industry trends

Quality Engineer

Graphics Designer

• Review, edit, and refine AI-generated copy and visual content across therapeutic areas—from branded HCP leave-behinds to unbranded patient education materials.
• Make changes to documents in PDF, Figma, and HTML formats, with tasks ranging from simple textual changes to more complex design modifications, all submitted through the company platform.
• Adjust and optimize AI-generated layouts, graphics, and design elements to ensure brand compliance and visual impact.
• Guide AI models on tone, style, visual hierarchy, and structure by shaping prompts, curating training examples, and evaluating both written and visual outputs.
• Collaborate with copywriters to ensure content alignment with client requirements, and with product & engineering teams to improve model performance for copy and design generation.
• Capture user feedback from brand and agency partners to continuously improve platform-generated integrated creative content.
• Help define creative and editorial standards that balance scientific accuracy, brand voice, visual impact, marketing clarity, and regulatory requirements.

Graphic Designer

Digital Marketing

• Own the marketing engine end-to-end: brand & design, performance marketing, social & image creative, and Voice of Customer.
• Own the number: set targets and deliver on CAC, payback, lead volume, and conversion rates across channels.
• Performance marketing: plan budgets; run paid search/social; manage landing pages; execute CRO and disciplined A/B testing.
• Brand & design: define narrative, tone, and visual standards; ship clear, trustworthy experiences across web, ads, and lifecycle.
• Social & image design: own social calendar and creative production; produce or direct image/short-form assets and run creative split tests.
• AI-assisted marketing: use LLMs/gen-AI to create copy variants, summarize VOC insights, build test matrices, and accelerate experiments.
• Voice of Customer: run interviews, surveys, call listening, and message tests; convert insights into copy, pages, and creatives each sprint.
• Lifecycle & CRM: build email/SMS/in-app journeys to activate, nurture, and re-engage users.
• Analytics & attribution: maintain clean tracking (pixels, UTMs), dashboards, and experimentation cadence.
• Leadership: hire/manage in-house talent and contractors; collaborate with Sales, Product, and Operations.
• Take over Google Ads and Facebook Ads from external agencies and manage them in-house.
• Run and optimize Indeed campaigns for physician recruiting, plus LinkedIn and niche platforms.
• Execute geographically targeted campaigns focused on specific U.S. states (Florida, Texas, Mississippi, Alabama, Georgia).
• Provide weekly performance dashboards/reports highlighting ROI and optimization recommendations.
• Support affiliate marketing campaigns and assist in sourcing campaign assets (design resources or contractors).

Digital Marketing Manager

• Design and develop a responsive front-end for maturity assessments, dashboards, and guided remediation paths.
• Implement business logic to support multi-framework scoring models and recommendations.
• Build backend services and APIs for assessment delivery, storage, and report generation.
• Integrate database architecture to support flexible maturity model configuration and multi-client environments.
• Ensure robust security features including encryption, secure auth, and access control.
• Deploy the application on a scalable cloud infrastructure and integrate with out-of-band platforms.
• Incorporate AI/LLM APIs for interactive reporting, guided input, and summarization features.