AI Development Services

AI Development Services - AI App & Software Solutions

Generative AI Development

Generative AI Development Services - AI Software Experts

AI Agents and Conversational AI

Conversational AI Agents for Businesses - SourceMash Technologies

Applied AI Solutions

Applied AI Solutions by SourceMash Technologies

Data and AI Engineering

AI & Data Engineering Solutions Delivered by Expert AI Data Engineers

Responsible AI and Governance

Responsible AI & Governance for Ethical AI Systems

AI Strategy and Roadmap Consulting

Expert AI Strategy Consulting & Roadmap Services

Salesforce CRM

Salesforce CRM

Microsoft Dynamics 365

Microsoft Dynamics 365

Oracle CX

Oracle CX

AS400 PKMS/WMS

AS400 PKMS/WMS

CRM Implementation

CRM Implementation

CRM Integrations and Executions

CRM Integrations and Executions

Microsoft Dynamics 365

Microsoft Dynamics 365 System for Business Advanced Solutions

Oracle ERP and Business Central

Oracle ERP Cloud System for Modern Businesses

Manhattan PKMS/WMS

Manhattan PKMS/WMS

SAP S/4HANA

SAP S/4HANA ERP Software, Implementation & Migration Services

iSeries/AS400

iSeries/AS400

Marketing Technology Services

Marketing Technology Services

SOC Setup and Operations

SOC Setup and Operations

Cloud Infrastructure Management Services

Cloud Infrastructure Management Services

24/7 Expert IT Support

24/7 Expert IT Support

Data Analytics

Data Analytics

Data Integration

Data Integration

Full Stack Development

Full Stack Development

Shopify

Shopify

WooCommerce

WooCommerce

Salesforce Commerce Cloud

Salesforce Commerce Cloud

Magento

Magento

Banking and Finance
Healthcare and Lifesciences
Manufacturing
Retail and E-Commerce
Energy and Utilities
Travel and Hospitality
Education and EdTech
Telecom and Media
AI Agents & Conversational AI

Autonomous AI That Acts, Reasons & Converses at Enterprise Scale.

From intelligent virtual assistants and enterprise chatbots to autonomous multi-agent systems and agentic workflow automation — Sourcemash designs, builds, and deploys AI that doesn't just answer questions but takes action, makes decisions, and completes complex business tasks end-to-end with minimal human oversight.


150+
Conversational AI Deployments
70%
Avg. Query Deflection Rate
5
Agent & Conversational Practices
24/7
Always-On AI Availability
icon Inclusive Culture icon Learning First icon Remote Friendly icon Fast Growth icon Performance Rewards icon Team Collaboration icon Cutting-edge Tech icon Work-Life Balance icon Health & Wellbeing icon Career Growth icon Inclusive Culture icon Learning First icon Remote Friendly icon Fast Growth icon Performance Rewards icon Team Collaboration icon Cutting-edge Tech icon Work-Life Balance icon Health & Wellbeing icon Career Growth
Integration Ecosystem

Systems We Integrate with Dynamics 365.

Azure Integration Services, Dataverse APIs, and pre-built connectors for 30+ enterprise systems — ensuring D365 is connected to every system your business runs on.

💻
SAP S/4HANA
ERP
🧰
Oracle Fusion
ERP / Finance
📋
Tally ERP
Accounting
🛒
Shopify
E-Commerce
📦
WooCommerce
E-Commerce
💳
Razorpay
Payments
Stripe
Payments
💬
Zendesk
Customer Service
📊
Power BI
Analytics
📧
HubSpot
Marketing CRM
☁️
Azure Services
Cloud Platform
📡
REST / OData APIs
Custom Systems

Azure Integration Services — The D365 Integration Layer

For complex enterprise integration requirements, Azure Integration Services — Azure Service Bus, Azure Logic Apps, Azure API Management, and Azure Data Factory — provides a purpose-built Microsoft-native integration platform that connects D365 to your full enterprise application landscape. We are Azure-certified and have delivered enterprise integration architectures for organisations running D365 alongside SAP, Oracle, and custom legacy systems.

Azure Service BusAzure Logic AppsAzure API ManagementAzure Data FactoryAzure Event GridDataverse Web APIDual Write (D365+CE)
Design Your D365 Integration Architecture Icon

Ready to Deploy AI That Converses, Reasons & Acts?

Tell us about the customer experience you want to create, the workflow you want to automate, or the knowledge you want to make conversationally accessible — and our team will respond within 24 hours with a practical assessment and a path to production.

Industry Challenges

The Manufacturing Technology Challenges We Solve

Modern manufacturers face compounding pressures — from supply chain fragility to workforce digital skills gaps. Sourcemash turns these challenges into competitive advantages.

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Unplanned Equipment Downtime

Reactive maintenance strategies lead to catastrophic machine failures, production stoppages, and millions in lost output. AI-powered predictive maintenance shifts operations from reactive to proactive.

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Fragmented Supply Chain Visibility

Disconnected ERP, WMS, and supplier systems create blind spots that drive stockouts, overstock, and delayed deliveries—impacting revenue and customer trust.

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OT / IT Cybersecurity Exposure

Legacy operational technology environments face increasing ransomware threats. Closing the OT–IT security gap has become a board-level priority.

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Data Silos & Integration Gaps

MES, ERP, CRM, and IoT platforms operating in isolation prevent real-time insights. Unified data integration is the foundation of smart manufacturing.

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Digital Skills & Workforce Gaps

Aging workforces and mass retirements are eroding critical shop‑floor expertise. AI‑powered knowledge capture mitigates this risk.

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Slow, Manual Reporting & Insights

Weekly spreadsheet reporting keeps leaders behind real‑time conditions. Advanced analytics and live dashboards close this insight gap.

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Related Services for Manufacturing Leaders

Every manufacturing challenge is interconnected. Explore the specialized service practices that typically complement manufacturing technology transformations.

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AI & Advanced Analytics

Predictive models, GenAI copilots, demand forecasting, and computer-vision quality control built for manufacturing environments.

Explore AI Services icon
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Data Integration Services

Connect MES, ERP, WMS, CRM, and IoT systems with real-time data pipelines using MuleSoft, Kafka, and Azure Data Factory.

Explore Data Integration icon
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Cybersecurity Services

OT/IT cybersecurity services including SOC setup, MDR, incident response, and IEC 62443 compliance.

Explore Cybersecurity icon
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Enterprise CRM Services

Salesforce Manufacturing Cloud, Dynamics 365 Field Service, and CPQ solutions for complex B2B manufacturing sales.

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DevOps Services

CI/CD pipelines, containerized edge deployments, and infrastructure automation for manufacturing applications.

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IT Service Management

ServiceNow and Jira Service Management implementations extending ITSM to OT assets and 24/7 service desks.

Explore ITSM icon