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Salesforce
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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

Managed Detection and Response(MDR)

Managed Detection and Response(MDR)

Incident Response and Threat Hunting

Incident Response and Threat Hunting

Splunk SIEM and SOAR

Splunk SIEM and SOAR

Azure Sentinel SIEM

Azure Sentinel SIEM

CrowdStrike Falcon

CrowdStrike Falcon

Microsoft Defender XDR

Microsoft Defender XDR

ITSM Workflow Automation

ITSM Workflow Automation

Cloud Infrastructure Management Services

Cloud Infrastructure Management Services

ITSM Consulting and Implementation

ITSM Consulting and Implementation

24/7 Expert IT Support

24/7 Expert IT Support

CI/CD Pipeline Implementation

CI/CD Pipeline Implementation

Containerization and Orchestration

Containerization and Orchestration

Cloud Infrastructure Automation

Cloud Infrastructure Automation

Full Stack Development

Full Stack Development

Shopify

Shopify

WooCommerce

WooCommerce

Salesforce Commerce Cloud

Salesforce Commerce Cloud

Magento

Magento

Finance and Accounting Services

Finance and Accounting Services

Business Process Optimization

Business Process Optimization

Android App Development

Android App Development

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IOS App Development

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Cross Platform App Development

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Automation Testing Services

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Manual Testing Services

Brand and Visual Identity

Brand and Visual Identity

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UI/UX Design

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Web and Digital Design

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App Design

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Marketing and Campaign Design

Banking and Finance
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Telecom and Media
Splunk SIEM & SOAR Operations

Master Data Analytics with
Enterprise SIEM & SOAR
Automation

Unify enterprise visibility and eliminate active business risk. SourceMash delivers expert engineering, data pipeline acceleration, and automated orchestration workflows across the Splunk platform transforming millions of machine-generated telemetry logs into predictive, real-time security intelligence.


50TB+
Daily Data Indexed
90%
Triage Time Reduction
500+
Custom SOAR Playbooks
100%
CIM Data Alignment

Our Splunk Specializations

Three Capabilities. One Unified Analytics Hub.

From setting up initial system data models to coding multi-app workflow integrationsSourceMash engineers scalable pipelines to accelerate security response windows across your modern global infrastructure.

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Practice 01

Log Analytics Architecture & Edge Data Ingestion

Data velocity can strain operations and inflate licensing footprints. SourceMash designs scalable data topologies using Splunk Universal Forwarders and Heavy Forwarders to safely gather data from any operating system, cloud layer, or physical host. We focus on normalizing raw text structures via the Splunk Common Information Model (CIM), filtering non-essential events at the network perimeter to lower retention storage investments while maintaining rich trace accessibility.

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Up to 40%
License Volume Savings
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Sub-Second
Search Response Indexing
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100%
CIM Field Compliance
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Data Parsing & Index Sizing Optimization

Configuring custom transforms.d and props.conf files to strip out redundant data structures like verbose web traffic headers at the log boundary before it reaches storage clusters, lowering infrastructure indexing overhead significantly.

Props / Transforms Regex Tokenization Ingest Actions Edge Processor
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Multi-Cloud Log Ingestion

Securing visibility across public cloud setups. We engineer reliable data integrations using event firehoses, webhooks, and storage queues to systematically collect operational logs from AWS CloudTrail, Azure Log Analytics, and GCP Pub/Sub streams.

Splunk Add-ons HEC (HTTP Event Collector) AWS Kinesis Integration Cloud Pull API
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Indexer Clustering & Storage Tiering

Architecting robust data availability models. We configure multi-site indexer clusters using high-speed flash arrays for hot search paths, automatically moving older trace libraries down to cold cloud-object pools to satisfy multi-year data retention compliance guidelines.

Indexer Clustering SmartStore Setup Bucket Lifecycle Multi-Site Replication

Log Infrastructure Core Capabilities

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Advanced SPL Optimization
Rewriting complex Search Processing Language queries with summary indexes and report acceleration tools to speed up executive tracking dashboards.
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Deployment Server Tuning
Managing large-scale configurations across thousands of isolated endpoint nodes via modern, automated deployment matrix controls.
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CIM Data Model Compliance
Normalizing disparate fields systematically into the standard Splunk Common Information Model data fabric to guarantee cross-domain compatibility.
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System Performance Tracing
Configuring internal monitoring dashboards to audit resource consumption, track memory trends, and keep data streams flowing smoothly.
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Practice 02

Splunk Enterprise Security Threat Intelligence

Isolated indicators are easy to miss. SourceMash deploys and optimizes Splunk Enterprise Security (ES) to correlate alerts from distinct systems across your enterprise environment. By building behavioral tracking models and custom risk scores, we map active alert groups to the universal MITRE ATT&CK framework, turning raw text streams into prioritized security alerts.

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MITRE
Behavioral Alignment
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95%
Alert Volume Reduction
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< 5 Min
Critical Incident Triage
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Correlation Rule Architecture

Engineering security rules inside Splunk. We build custom correlation searches that analyze disparate activitieslike unusual database access combined with sudden outbound connectionsto flag advanced threats while ignoring benign corporate activity.

Correlation Searches Threat Topology Notable Incidents Risk-Based Alerting
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Risk-Based Alerting (RBA) Deployment

Transitioning operations away from static alert models. We replace traditional system alerts with a modern Risk-Based Alerting setup, tracking threats across individual users or assets over time to surface high-risk patterns cleanly.

RBA Frameworks Risk Score Attributes Asset Tracking Threat Attribution
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Threat Intelligence Feed Automation

Integrating intelligence sources seamlessly. We link real-time threat data directly into your Splunk environment via TAXII, STIX, or custom cloud APIs, cross-referencing outbound network traffic against known malicious hosting vectors automatically.

Threat Intel Framework STIX / TAXII Pulls Dynamic Lookups IOC Matching

Enterprise Security SIEM Core Capabilities

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Insider Threat Visibility
Analyzing account usage variations and data access spikes to discover credential leaks and malicious intent early.
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Regulatory Control Auditing
Deploying compliance monitoring modules that generate verified audit reports to satisfy SOC 2, HIPAA, and PCI standards.
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Real-Time Dashboards
Building intuitive, interactive security views that keep incident response teams focused on actual operational anomalies.
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Behavioral Profiling
Using advanced system models to baseline standard activity across administrative groups, flagging anomalous access sequences.
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Practice 03

Splunk SOAR Engineering & Playbook Orchestration

Manual threat containment is too slow to stop modern attacks. SourceMash builds automated workflows using Splunk SOAR (formerly Phantom) to orchestrate defensive actions across your entire tech stack at machine speed. We integrate third-party APIs directly, building reliable visual and Python-based playbooks that automatically block active attacks within seconds.

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< 30 Sec
Automated Mitigations
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300+
App Integrations Deployed
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90%
Analyst Alert Fatigue Relief
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Python & Visual Playbook Engineering

Building reliable response automation workflows. We write custom Python structures inside Splunk SOAR to manage alert tasks like parsing attachments, querying file reputations, and managing multi-step approval gates safely.

SOAR Playbooks Python Event Logic Visual Workbook Blocks Artifact Parsing
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App Asset API Integration

Linking disparate security products. We deploy and configure verified connection assets to orchestrate actions directly across Active Directory, Microsoft Exchange, CrowdStrike nodes, and Cisco firewalls safely.

Splunk SOAR Apps REST Custom Assets Credential Valets OAuth Connectivity
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Automated Phishing Containment

Streamlining inbox security. We build playbooks that extract URLs and attachments from reported emails automatically, checking reputations through sandboxes and deleting identical malicious variants across all enterprise mailboxes within seconds.

Email App Control Sandbox Interoperability Exchange / O365 Purge Reputation Verification

Transforming Incident Timelines: From Hours to Machine-Speed Seconds.

Manual triage often causes critical delays during active attacks. When a compromised credential triggers an alert, standard remediation paths rely on waiting for on-call engineers to log in, review the trace context, and disable access manually. SourceMash engineers Splunk SOAR playbooks to handle these verification sequences automaticallyquerying asset locations, validating abnormal patterns, and disabling compromised accounts via API commands within seconds of discovery.

SOAR Operational Core Capabilities

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Dynamic Workbooks
Building step-by-step investigative path guidelines that dynamically steer analyst actions through complex compliance incidents.
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Active IP Blocking
Playbooks automatically inject firewall drop entries to isolate external command servers instantly during active attacks.
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Case Management Automation
Automated workflows gather timeline data, create tickets in Jira or ServiceNow, and document investigative findings without manual effort.
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Interactive Slack Approvals
Integrating interactive approval links directly inside messaging tools, allowing team leads to authorize host isolation actions instantly via mobile text buttons.

Ready to Accelerate Threat Detection and Automate Operational Workflows?

Get in touch with us today. Our deployment experts will review your infrastructure parameters within 24 hours to design a clear, optimized data integration roadmap.

Onboarding Roadmap

Our Splunk Engineering & Delivery Lifecycle

A carefully planned, phased engineering approach to onboard critical data sources and build robust automation playbooks safely.

01

Infrastructure Audit & License Sizing

We analyze your target infrastructure layout and daily log generation models, evaluating structural performance across active data patterns to map out index storage retention buckets and plan license size strategies accurately.

Volume Assessment Topology Analysis Data Tier Planning Retention Modeling
02

Forwarder Architecture & Secure Ingestion

We deploy lightweight Splunk Universal Forwarders across your assets, configuring secure TLS connections and setting up Heavy Forwarder tier parsing rules to normalize raw machine data before it moves to core indexers.

Forwarder Configuration TLS Encryption HEC Endpoints Load Balancing Logs
03

CIM Normalization & Data Alignment

We map all incoming log streams to the standard Splunk Common Information Model (CIM), aligning variable event fields across cloud networks, identity layers, and endpoints to enable reliable enterprise searches.

Data Model Tuning Field Alias Setup Tag Event Logic Validation Audits
04

SIEM Correlation Rule Customization

We configure tailored correlation rules within Splunk Enterprise Security, tuning baseline behavior models, updating risk-scoring matrices, and linking event patterns directly to MITRE ATT&CK identifiers.

Correlation Searches RBA Logic Setup Alert Filtering Threat Feed Linking
05

SOAR API Integration & Playbook Engineering

We configure API connections across your infrastructure stack inside Splunk SOAR, building visual and Python-based automation playbooks to manage threat containment loops like active network isolation securely.

Asset Connectivity Python Block Coding Workbook Automation Closed-Loop Testing
06

Continuous Management & Query Acceleration

Transition to steady-state operations. We monitor cluster health continuously, optimize slow-running SPL queries using summary indexing, upgrade application packs safely, and run regular threat simulations to ensure maximum reliability.

SPL Acceleration Cluster Health Checks App Retainers Simulation Auditing

Splunk Architecture Integration Matrix

We deploy, fine-tune, and align the complete Splunk enterprise portfolio to build a resilient, high-performance security data ecosystem.

๐Ÿ–ฅ๏ธ
Splunk Enterprise
Core Search Platform
Core Engine
โ˜๏ธ
Splunk Cloud
SaaS Data Warehouse
Cloud Suite
๐Ÿšจ
Splunk ES
Enterprise SIEM
Security Hub
๐Ÿค–
Splunk SOAR
Orchestration & Playbooks
Orchestration
๐Ÿ“Š
Splunk LogScale
High-Volume Indexing
Analytics
โš™๏ธ
Heavy Forwarder
Edge Parsing Data Hub
Data Layer
๐Ÿ”€
Universal Forwarder
Lightweight Agent
Data Layer
๐Ÿ•ธ๏ธ
Splunk Stream
Wire Data Telemetry
Network Suite
๐Ÿ“ˆ
Splunk ITSI
Service Insights AI
Operations
๐Ÿ”‘
Splunk UBA
User Behavior Analytics
Security Hub
โšก
HEC Analytics
HTTP Event Token
Data Layer
๐Ÿ”ฎ
Edge Processor
Data Filtering Routing
Data Layer
Credentials & Partnerships

Certified Splunk Engineering Services

Our delivery teams maintain advanced certifications directly from Splunk, ensuring compliant architecture patterns across every deployment project.

๐Ÿฅ‡
Core Certified Consultant
Expertise in complex distributed cluster deployments, index sizing, and data tiering configurations.
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ES Certified Admin
Advanced credentials for tuning Splunk Enterprise Security environments, threat modeling, and risk scoring.
๐Ÿค–
SOAR Developer
Certified automation skills for engineering visual workbooks and python-based API automation playbooks.
โš™๏ธ
Certified Architect
Advanced design validation covering forwarder placement, network zoning, and data filtering architectures.
Insights & Thought Leadership

Latest from SourceMash

Perspectives, research, and practical guidance from our enterprise technology experts.

Future of Magento: Adobe SaaS vs Magento 3
E-commerce Web Development
Future of Magento: Adobe SaaS vs Magento 3
Explore Magento’s future with Adobe SaaS vs Magento 3. Learn why Adobe Commerce SaaS is replacing Magento 3 and what it means for your business.‌
Jun 04, 2026 Read More icon
Amazon Vendor Central Guide 2026 | Step‑by‑Step Setup, Costs & Strategy
E-commerce Web Development
Amazon Vendor Central Guide 2026 | Step‑by‑Step Setup, Costs & Strategy
Complete Amazon Vendor Central guide for 2026. Learn how it works, setup steps, Vendor vs Seller Central, costs, risks, ads, analytics, and best practices.
Apr 06, 2026 Read More icon
Salesforce and E‑commerce Integration: Complete Guide
E-commerce Web Development
Salesforce and E‑commerce Integration: Complete Guide
Discover everything about Salesforce and e‑commerce integration, including benefits, use cases, challenges, and best practices for modern e‑commerce success.
Mar 24, 2026 Read More icon
Executive Endorsements

Validated by Operations Leaders

Trusted by engineering directors and security managers worldwidediscover how SourceMash designs, fine-tunes, and accelerates modern Splunk ecosystems.

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SourceMash rebuilt our security search patterns completely. Their Risk-Based Alerting configuration within Splunk Enterprise Security trimmed our daily console alert noise by 90%, allowing our defense team to remain focused on actual real-time system compromises.

TD
Timothy Drake
Director of SOC Operations, RetailMatrix
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The automated phishing response playbooks that SourceMash engineered inside our Splunk SOAR environment are outstanding. Incidents that used to require 30 minutes of manual verification are now triaged, reviewed, and completely neutralized via API commands within 45 seconds.

VK
Victoria Kross
VP of Security Infrastructure, Vanguard Fintech
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Migrating 40 terabytes of daily log pipelines to Splunk Cloud was an daunting task for our team. SourceMash structured our heavy edge forwarding paths and data filters perfectly, trimming our daily ingestion footprint by 35% without losing structural log visibility.

AM
Anand Mehta
Head of Infrastructure Security, Apex Manufacturing
Common Questions

Frequently Asked Questions

Everything you need to know before reaching out to us.

How can SourceMash help reduce our overall Splunk data ingestion license costs?

We deploy explicit filtering rules within your edge Heavy Forwarders or Splunk Edge Processors using custom regex transforms. This strips out repetitive system entries like verbose network connection logs, status heartbeats, or duplicate tracking strings at the network boundary before it reaches core indexers, trimming up to 40% of licensing volume without reducing tactical log visibility.

What is Risk-Based Alerting (RBA) within Splunk Enterprise Security, and how does it help?

RBA changes how security platforms track alerts. Instead of triggering single, isolated notifications for every single anomaly, RBA maps risk points to specific corporate assets or user identities over time. A notable incident is surfaced only when the aggregated risk pattern maps out an active multi-step attack sequence, cutting baseline alert noise by over 90%.

Do we need to write code to build automated playbooks inside Splunk SOAR?

No, most standard workflow logic can be designed using Splunk SOAR's visual block interface. However, for specialized requirementslike parsing unique API return tokens, handling complex calculations, or connecting to custom corporate databasesour engineers write secure Python code scripts directly within the automation engine blocks to manage actions reliably.

How does SourceMash ensure zero data gaps during a transition to Splunk Cloud?

We deploy a safe, dual-routing edge network architecture using Universal Forwarders to send log records to both your legacy on-premises servers and your new Splunk Cloud environment simultaneously. We cut over search and reporting operations only after cross-site data testing verifies complete field matching across your active indexes.