Custom Systems Engineering

Engineering Outcomes, Not Selling Hours

We build deterministic workflow systems, autonomous AI agents, and custom software integrations that automate complex business processes.

MODULE 01ai-agents

AI Agent Development

Purpose-built AI agents that understand context, make decisions, and execute multi-step business workflows autonomously.

The Operational Challenge

Manual processes require constant human intervention for decisions that follow repeatable patterns.

Engineered Solution

Xylarc engineers AI agents that observe business events, reason about context, and trigger operational actions across connected systems.

Technical Mechanisms & Infrastructure

LLM orchestrationtool-use patternsmemory systemsguardrailsworkflow integrationobservability
MODULE 02ai-chatbots

AI Chatbot Development

Intelligent conversational systems that go beyond FAQ — connecting to business logic, databases, and operational workflows.

The Operational Challenge

Generic chatbots provide scripted responses without understanding business context or triggering real actions.

Engineered Solution

Xylarc engineers chatbots with domain-specific knowledge, safety controls, workflow triggers, and system integrations.

Technical Mechanisms & Infrastructure

NLU pipelinesintent classificationsafety firewallsworkflow orchestrationmulti-channel deployment
MODULE 03voice-ai

Voice AI

Voice-powered interfaces that capture, process, and act on spoken information within business workflows.

The Operational Challenge

Voice data remains unstructured and disconnected from operational systems.

Engineered Solution

Xylarc engineers voice intake systems, transcription pipelines, and voice-triggered workflow automation.

Technical Mechanisms & Infrastructure

Speech-to-textvoice intent recognitionstructured data extractionworkflow triggersmultilingual support
MODULE 04document-ai

Document AI / OCR

Intelligent document processing that extracts, validates, and routes information from unstructured documents into business systems.

The Operational Challenge

Manual document processing is slow, error-prone, and creates operational bottlenecks.

Engineered Solution

Xylarc engineers document pipelines with OCR, classification, extraction, validation, and system integration.

Technical Mechanisms & Infrastructure

OCR enginesdocument classificationfield extractionvalidation rulessystem routingaudit trails
MODULE 05workflow-automation

Business Workflow Automation

End-to-end workflow automation that connects people, systems, and decisions into observable, reliable execution.

The Operational Challenge

Business operations rely on fragmented manual steps, spreadsheets, and disconnected tools.

Engineered Solution

Xylarc designs workflow engines that orchestrate tasks, enforce business rules, manage state, and produce operational visibility.

Technical Mechanisms & Infrastructure

State machinesevent-driven triggersrule enginestask orchestrationnotificationsdashboards
MODULE 06whatsapp-automation

WhatsApp Automation

Business-grade WhatsApp automation for customer communication, appointment booking, notifications, and transactional workflows.

The Operational Challenge

Customer communication through WhatsApp remains manual, inconsistent, and disconnected from business systems.

Engineered Solution

Xylarc engineers WhatsApp Business API integrations with structured flows, payment collection, CRM sync, and operational triggers.

Technical Mechanisms & Infrastructure

WhatsApp Business APIinteractive message flowspayment integrationCRM synctemplate managementanalytics
MODULE 07browser-automation

Browser Automation

Programmatic browser control for systems that lack APIs — extracting data, filling forms, and executing workflows through web interfaces.

The Operational Challenge

Legacy systems and third-party platforms offer no API, forcing manual browser-based work.

Engineered Solution

Xylarc engineers headless browser automation with error recovery, session management, and data extraction pipelines.

Technical Mechanisms & Infrastructure

Headless browsersDOM interactionsession managementerror recoverydata extractionscheduled execution
MODULE 08rpa

Robotic Process Automation

Structured automation of repetitive digital tasks across desktop, web, and enterprise applications.

The Operational Challenge

High-volume repetitive tasks consume staff time and introduce human errors.

Engineered Solution

Xylarc implements RPA solutions that replicate manual digital workflows with reliability, scheduling, and exception handling.

Technical Mechanisms & Infrastructure

Process recordingtask schedulingexception handlingaudit loggingdashboard monitoringcredential management
MODULE 09integration-engineering

CRM / ERP Integration

Connecting CRM, ERP, and business systems into unified data flows that eliminate manual synchronization.

The Operational Challenge

Business systems operate in silos, causing duplicate data, sync failures, and operational blind spots.

Engineered Solution

Xylarc engineers integration layers with bi-directional sync, conflict resolution, and unified data models.

Technical Mechanisms & Infrastructure

API connectorswebhook pipelinesdata mappingconflict resolutionsync schedulingerror handling
MODULE 010api-integration

API Integration

Custom API development and third-party API integration for seamless system connectivity.

The Operational Challenge

Disconnected systems require manual data transfer and prevent automated workflows.

Engineered Solution

Xylarc designs RESTful APIs, webhook systems, and integration middleware that connect internal and external platforms.

Technical Mechanisms & Infrastructure

REST APIsGraphQLwebhook managementauthenticationrate limitingmonitoringdocumentation
MODULE 011custom-saas

Custom SaaS Development

Purpose-built SaaS platforms designed for specific business domains with multi-tenancy, security, and scalability.

The Operational Challenge

Generic software fails to address domain-specific workflows, compliance requirements, and operational patterns.

Engineered Solution

Xylarc engineers multi-tenant SaaS platforms with domain-specific workflows, role-based access, and integration capabilities.

Technical Mechanisms & Infrastructure

Multi-tenant architecturedomain modelingRBACAPI designbilling integrationdeployment automation
MODULE 012healthcare-automation

Healthcare Automation

Specialized automation for healthcare organizations — patient workflows, clinical communication, diagnostics, and compliance.

The Operational Challenge

Healthcare operations involve complex regulatory workflows, fragmented systems, and manual patient coordination.

Engineered Solution

Xylarc engineers healthcare automation with clinical safety controls, FHIR interoperability, patient communication, and compliance workflows.

Technical Mechanisms & Infrastructure

Clinical safety firewallsFHIR/ABDM integrationpatient communicationworkflow orchestrationcompliance controlsaudit trails

Have an Unstructured Operational Workflow?

Consult with Xylarc AI engineers to architect an automated intelligent pipeline tailored to your enterprise stack.