AI-Accelerated Performance Engineering. Delivered in Hours, Not Months.

At DDAI, we combine deep performance engineering expertise with AI-driven automation to compress delivery timelines from months to days—and often to hours—without compromising quality, scale, or compliance.

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AI That Grows With You

Whether you're just starting or scaling globally, our adaptive AI platform evolves with your business.

DDAI Tech
Disciplined People | Digital Tech | AI Consulting

Empowering your enterprise to perform with precision

AI That Grows With You

Whether you're just starting or scaling globally, our adaptive AI platform evolves with your business.

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98% Client Retention Rate

Proven at Scale. Measurable Impact.

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Performance & API Scripts Designed

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Performance Test Executions Delivered

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Enterprise-Grade Performance Reports

Hours, Not Months

AI-Driven NFR Processing & Analysis

≤ 2 Hours

API Automation Turnaround

≤ 4 Hours

SAP S/4HANA Script Automation (Targeted Scenarios)

We turn complexity into clarity with real-world AI – From Data To Decisions

How DDAI Reduces Delivery Time by 10×–30×

Traditional Approach

  • Script design: Days to weeks

  • NFR analysis: Manual, iterative

  • Tool setup & correlation: High effort

  • SAP & enterprise apps: Over-automation, low ROI

 

DDAI + AI-Driven Model

  • Script design in hours (sometimes minutes)

  • AI-assisted correlation, parameterization, and validation

  • Intelligent scenario prioritization

  • Automation only where it delivers measurable value

Business Outcome

  • Faster go-live decisions

  • Reduced test cycles

  • Early bottleneck identification

  • Lower overall testing cost

Turn complex data into intelligent action – Faster, Smarter And At Scale

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Our Video

Automation Backed by Engineering Judgment

We do not automate everything—we automate the right things.

Our expertise allows us to identify high-impact performance flows early, eliminating unnecessary scripting and reducing execution noise.

  • API automation in ≤ 2 hours using AI-assisted scripting

  • SAP S/4HANA automation completed in ~4 hours for critical business flows

  • Complex chatbot and AI application scripting delivered within 4 hours, including advanced correlation and data models

  • NFR extraction and processing completed in hours, not days

Built for Enterprise Scale

Our delivery model has been proven across high-traffic, regulated, and complex enterprise systems, including large-scale APIs, SAP S/4HANA platforms, and AI-driven applications.

OUR SERVICES

AI-powered services that drive business forward

SAP Performance Engineering

Optimize your SAP landscape for seamless enterprise performance.

We specialize in performance engineering for SAP ECC, S/4HANA, Fiori, BW, and Integration layers (PI/PO, CPI, BTP).
Our experts design and execute end-to-end load, stress, and volume tests using LoadRunner, JMeter, Neoload, and SAP-certified tools.
We ensure:

  • Stable performance during high-volume business cycles
  • Optimized database & ABAP layer utilization
  • Bottleneck identification through ST12, SAT, and Dynatrace integrations
  • KPI validation (Dialog Response Time, RFC Throughput, SAP GUI/UI5 latency)

Oracle Apps Performance Testing

Make your Oracle ecosystem perform at scale.

We benchmark APIs for real-world concurrency and throughput across REST, SOAP, and GraphQL layers.
Using JMeter, k6, Gatling, and Taurus, we deliver continuous scalability assurance.
We ensure:

  • Functional, load, and endurance testing across microservices and integrations
  • Dynamic tokenization, correlation, and header management
  • SLA validation for latency, throughput, and error-rate thresholds
  • Integration with Azure DevOps, Jenkins, GitHub Actions for CI/CD execution

API Performance Testing

Measure. Scale. Sustain. Your APIs at enterprise velocity.

We benchmark APIs for real-world concurrency and throughput across REST, SOAP, and GraphQL layers.
Using JMeter, k6, Gatling, and Taurus, we deliver continuous scalability assurance.
We ensure:

  • Functional, load, and endurance testing across microservices and integrations
  • Dynamic tokenization, correlation, and header management
  • SLA validation for latency, throughput, and error-rate thresholds

Integration with Azure DevOps, Jenkins, GitHub Actions for CI/CD execution

UI & End-User Performance

User experience that performs under pressure.

Our UI testing focuses on real browser simulation and rendering speed for an optimal end-user experience.
Using LoadRunner TruClient, Selenium, and Lighthouse, we ensure:

  • Sub-2-second load time for key pages and transactions
  • Optimization of JavaScript, CSS, and resource caching
  • Core Web Vitals compliance (LCP, CLS, FID)

Synthetic monitoring & RUM integration with Dynatrace, AppDynamics, Datadog

Enterprise Applications Performance

Assuring reliability across every business-critical system.

We cover performance engineering across enterprise-grade platforms like Salesforce, ServiceNow, Workday, Infor, Ariba, SuccessFactors, and custom-built applications.
We ensure:

  • Workflow & integration performance analysis
  • Cloud-native & hybrid infra optimization
  • Transaction profiling & throughput validation
  • End-to-end SLA monitoring across integrated systems

Performance Automation & CI/CD Integration

Shift-left your performance testing.

We integrate performance testing into your CI/CD pipelines, enabling early detection and continuous optimization.
We ensure:

  • Automated performance runs at build & release levels
  • Baseline comparison and trend analytics
  • Dynamic threshold alerts with integrated dashboards

Continuous feedback with Dynatrace, AppDynamics, or Datadog

Engagement Models

Flexible engagement — expert outcomes.

Choose the engagement that fits your delivery model:

  • End-to-End Consulting (Requirement → Sign-off)
  • Expert Assignment per project/module
  • Release-based scripting & automation support
  • On-Demand | Fixed Budget | Time & Material (T&M)

Free

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Why DDAI Tech?

Why DDAI Tech?

Proven expertise across SAP, Oracle, API, and enterprise platforms

Integration-ready frameworks for modern DevOps pipelines

Certified engineers in JMeter, LoadRunner, Neoload, and APM tools

Deep-dive analytics with Dynatrace, AppDynamics, and Datadog

Measurable insights and continuous performance improvement

Expertise across APM, Cloud Monitoring, and AIOps platforms

Unified dashboards combining business and technical KPIs

AI-powered anomaly detection and root cause analysis

Proven experience across SAP, Oracle, Cloud, and API ecosystems

24x7 Managed Monitoring & Observability Support

Turn complex data into intelligent action – Faster, Smarter And At Scale

Our Core Offerings

Innovative features that drive real-world change

Our AI solutions are more than just smart – they’re built to solve real problems. From predictive insights to automation.

Unified Monitoring & Observability Setup

Break silos — unify metrics, logs, and traces in one place.

We design and implement observability frameworks tailored for multi-cloud and hybrid infrastructures.
We ensure:

Application Performance Monitoring (APM)

Diagnose faster, resolve smarter.

Our APM solutions deliver deep visibility into your applications, uncovering performance bottlenecks in real time.
We ensure:

Infrastructure & Cloud Monitoring

Stay ahead of failures — not behind alerts.

We provide proactive infrastructure monitoring across on-prem, private, and public cloud environments.
We ensure:

End-User & Synthetic Monitoring

Measure what your users actually experience.

We simulate real user journeys and measure true digital experience.
We ensure:

AIOps & Intelligent Alerting

From monitoring to self-healing operations.

We apply AI and ML models to correlate events, reduce noise, and automate responses.
We ensure:

Engagement Models

Flexible engagement — expert outcomes.

OUR TESTIMONIALS

Hear from the people using our AI every day

See how content creators, marketers, and developers are using our AI voice generator to craft compelling, authentic-sounding voiceovers.

By partnering with DDAITEC, we cut our complex performance scripting cycle by more than 50% using their AI-enabled automation accelerators. The engagement reduced manual effort, improved execution quality, and delivered measurable cost savings across our performance engineering lifecycle.

— Kiran CH Manager, Global Entertainment Enterprise

DDAI Tech enabled us to automate the deployment of APM agents across thousands of microservices and servers, allowing us to capture deep application-server metrics at scale. This automation eliminated manual intervention, streamlined observability rollout, and significantly reduced both implementation time and operational effort across our enterprise platform.

— Chirian Program Lead, Tier-1 U.S. Banking Institution

DDAI Tech played a critical role in our SAP S/4HANA transformation program. Their performance engineering intervention increased application throughput by nearly three times and reduced response time for a core business process from over 35 seconds to under 0.5 seconds.

Their deep expertise in SAP landscapes and diagnostic tooling allowed them to pinpoint systemic bottlenecks quickly, minimize manual effort, and compress the delivery timeline from six months to three months while reducing the team size from three resources to two. The overall impact on speed, cost, and quality was exceptional.

— Brent Hyder Practice Head, Leading Global ERP Solutions Provider

DDAI Tech helped us establish a mature Site Reliability Engineering practice by designing service-level objectives, automating reliability dashboards, and embedding observability across our distributed platform. Their approach reduced incident resolution time, improved platform availability, and gave our leadership real-time visibility into system health and operational risk. The engagement significantly elevated our reliability culture and execution maturity.

— Bracken Darrell Director of Platform Engineering

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