AGENTIC AI TESTING SERVICES

Your Offshore Agentic AI Testing & Quality Engineering Partner

Strengthen AI quality with Softree’s offshore agentic AI testing services, validating AI agents, LLM responses, autonomous workflows, tool usage, security, reliability, and end-to-end AI application interactions.

TRUSTED BY BUSINESSES AND TECHNOLOGY PARTNERS WORLDWIDE
ISO 27001:2022Information Security Management
ISO 9001:2015Quality Management Systems
OFFSHORE DELIVERYIndia-Based Engineering Teams
WHITE-LABEL READYYour Brand. Our Delivery.
NDA & IP PROTECTEDConfidential Engagements
13+ YEARSProven Engineering Experience

Trusted by Partners & Clients

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WHAT WE TEST

From AI Models to Autonomous Workflows, We Test the Complete Agentic AI Lifecycle

Softree provides end-to-end agentic AI testing services to validate AI agents, LLM applications, RAG systems, tool integrations, multi-agent workflows, and autonomous decision-making across real-world business scenarios.

01 —AI Agents & Autonomous Workflows

Test AI agents across planning, reasoning, decision-making, task execution, and autonomous workflows.

02 —LLM & Generative AI Applications

Evaluate AI-generated responses for accuracy, relevance, consistency, safety, and contextual understanding.

03 —RAG & Knowledge-Based AI

Validate retrieval accuracy, context relevance, grounding, citations, and response quality across RAG applications.

04 —Tool & API Integrations

Test how AI agents interact with APIs, databases, applications, tools, and external services.

05 —Multi-Agent Systems

Validate communication, coordination, task delegation, and execution across multiple collaborating AI agents.

06 —AI Security & Guardrails

Test AI systems against prompt injection, data leakage, unsafe outputs, unauthorized actions, and policy violations.

HOW AI IS CHANGING TESTING

Agentic AI Is Transforming Software. Testing Needs to Evolve With It.

01 — AI Agent Evaluation

Evaluate agent responses, decisions, reasoning patterns, task completion, and overall behavior against defined business objectives.

02 — Autonomous Workflow Testing

Test AI agents as they plan and execute multi-step workflows across applications, APIs, databases, and business systems.

03 — LLM Response Evaluation

Measure AI responses for accuracy, relevance, consistency, groundedness, and response quality.

04 — AI Safety & Guardrail Testing

Identify unsafe behaviors, prompt injection risks, policy violations, data leakage, and unauthorized AI actions.

05 — RAG & Context Validation

Validate retrieval quality, contextual grounding, source relevance, and the accuracy of generated responses.

06 — Continuous AI Evaluation

Continuously evaluate AI systems as models, prompts, knowledge bases, tools, and application workflows evolve.

Ready to accelerate your software testing with AI-powered automation?

Contact Us
AUTOMATION TESTING CENTERS OF EXCELLENCE

Global Reach. Assured Quality.

Trusted by organizations worldwide to ensure application reliability, performance, and software quality.

USA
UK
Canada
Netherlands
Lithuania
UAE
India
Vietnam
Singapore
Australia
South Korea
WHO DO WE SERVE

Who Do We Serve?

We help businesses, technology teams, and service providers extend their capabilities with offshore engineering, Agentic AI, and Microsoft expertise.

CEOs & Business Leaders
01 / 05CEOs & Business Leaders
01 / 05

CEOs & Business Leaders

Looking for a technology partner you can trust with what matters most?

What you may be asking

  • Can we trust you with business-critical work?
  • Can you prove it with clients like us
  • What protects our data, IP, and business?

How we help

  • Experienced teams with clear ownership and accountable delivery.
  • NDAs and Intellectual Property Agreements to protect your business and IP.
  • Relevant client experience, case studies, and references where appropriate.

The Outcome

A technology partner you can trust to deliver, adapt, and grow with your business.

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Whatever you're building, modernizing, or scaling, we're ready to work alongside you.

Explore Who We Serve
AGENTIC AI TESTING SERVICES

One AI Testing Team Across
Every Stage of Your Agentic AI Lifecycle

Softree provides end-to-end agentic AI testing services that help teams evaluate AI behavior, validate autonomous workflows, secure AI interactions, improve model reliability, and continuously monitor AI quality from development through production.

01 — AI AGENT TESTING


AI Agent
Testing


Validate AI agents across reasoning, planning, decision-making, task execution, memory, and autonomous workflows to ensure reliable behavior in real-world scenarios.

  • Agent Behavior Validation
  • Autonomous Task Testing
  • Decision & Reasoning Evaluation
  • Goal Completion Testing

02 — LLM & GENERATIVE AI TESTING


LLM & Generative
AI Testing


Evaluate LLM-powered applications for response accuracy, relevance, consistency, hallucinations, safety, and performance across real-world user interactions.

  • LLM Response Evaluation
  • Hallucination Detection
  • Prompt & Output Testing
  • AI Response Quality

03 — RAG & AI KNOWLEDGE TESTING


RAG & AI
Knowledge Testing


Test retrieval-augmented generation systems to validate knowledge retrieval, contextual grounding, source relevance, and the accuracy of AI-generated responses.

  • Retrieval Accuracy
  • Context & Grounding Validation
  • Knowledge Base Testing
  • Source Relevance

04 — AI AGENT SECURITY TESTING


AI Agent
Security Testing


Identify security risks across AI agents, LLM applications, prompts, tools, integrations, and data flows to protect intelligent systems from misuse and unauthorized actions.

  • Prompt Injection Testing
  • Data Leakage Testing
  • AI Guardrail Validation
  • Tool & Access Control Testing

05 — MULTI-AGENT & WORKFLOW TESTING


Multi-Agent &
Workflow Testing


Validate interactions between multiple AI agents, business applications, APIs, and enterprise systems to ensure reliable coordination and end-to-end workflow execution.

  • Multi-Agent Coordination
  • Agent-to-Agent Testing
  • Workflow Validation
  • API & Tool Integration Testing
OFFSHORE AGENTIC AI TESTING TEAM

An Offshore Agentic AI Testing Team That Works Alongside Your Engineering Teams

Softree provides dedicated AI testing expertise that extends your engineering and QA capabilities with scalable agent testing, LLM evaluation, AI security validation, and continuous quality assurance throughout the AI development lifecycle.

01DEDICATED AI EXPERTISE

Dedicated Agentic AI Testing Expertise

Work with experienced AI testing engineers focused on evaluating agent behavior, AI workflows, LLM applications, and intelligent systems.

02OFFSHORE DELIVERY

Offshore AI Testing Delivery

Extend your engineering team with flexible offshore AI testing support across development, testing, deployment, and production validation.

03AI EVALUATION FRAMEWORKS

Scalable AI Evaluation Frameworks

Build reusable evaluation frameworks for AI agents, LLM applications, RAG systems, prompts, workflows, and AI-powered products.

04FLEXIBLE ENGAGEMENT

Flexible AI Testing Engagement

Scale AI testing resources according to your AI application complexity, testing requirements, release schedules, and business priorities.

05CONTINUOUS AI VALIDATION

Continuous AI Validation

Integrate automated AI evaluation into development and CI/CD workflows to continuously monitor AI quality and application behavior.

06ONGOING AI ASSURANCE

Continuous AI Testing Support

Support AI applications throughout development, model updates, prompt changes, releases, regression cycles, and production improvements.

OUR APPROACH

We Turn Agentic AI Testing Into a Continuous Quality Engineering Process

Softree combines AI evaluation, agent testing, security validation, automation, and continuous monitoring to create a scalable approach to AI quality and reliability.

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WHO WE SUPPORT

Supporting Teams Building the Next Generation of AI-Powered Products

Softree works with startups, SaaS companies, enterprises, product teams, and technology organizations developing AI agents, LLM applications, intelligent automation, and AI-powered digital products.

    Startups & Growing AI Companies
    AI & Machine Learning Teams
    Digital & Technology Teams
    AI-Powered SaaS Products
    Enterprise AI Applications
    Startups & Growing AI Companies
    Enterprise AI Applications
    AI-Powered SaaS Products
    Digital & Technology Teams
    AI & Machine Learning Teams
    Startups & Growing AI Companies
Startups & Growing AI Companies
● AI TESTING & EVALUATION
Startups & Scale-ups
AI & Machine Learning Teams
● AI TESTING & EVALUATION
AI & ML Teams
Digital & Technology Teams
● AI TESTING & EVALUATION
Tech Teams
AI-Powered SaaS Products
● AI TESTING & EVALUATION
SaaS & Product
Enterprise AI Applications
● AI TESTING & EVALUATION
Enterprises
Startups & Growing AI Companies
● AI TESTING & EVALUATION
Startups & Scale-ups
Enterprise AI Applications
● AI TESTING & EVALUATION
Enterprises
AI-Powered SaaS Products
● AI TESTING & EVALUATION
SaaS & Product
Digital & Technology Teams
● AI TESTING & EVALUATION
Tech Teams
AI & Machine Learning Teams
● AI TESTING & EVALUATION
AI & ML Teams
Startups & Growing AI Companies
● AI TESTING & EVALUATION
Startups & Scale-ups
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Startups & Scale-ups
STARTUPS & SCALE-UPS

Startups & Growing AI Companies

Build reliable AI products from the beginning with scalable testing, evaluation, and quality engineering practices.

AI Automation Strategy: Tailored approach for implementing AI testing from scratch.
Evaluation Frameworks: Turnkey automated AI frameworks configured in days.
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AI & ML Teams
AI & ML TEAMS

AI & Machine Learning Teams

Add structured testing and evaluation across models, prompts, agents, datasets, RAG pipelines, and AI applications.

Dataset & Model Validation: Structured evaluation of model outputs and behavior.
Prompt Engineering QA: Regression testing for prompt updates and context changes.
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Tech Teams
DIGITAL & TECHNOLOGY TEAMS

Digital & Technology Teams

Extend engineering capabilities with dedicated AI testing, evaluation, automation, and security expertise.

Dedicated AI QA Teams: Engineers integrated seamlessly into your existing delivery pods.
White-Label AI Support: Deliver world-class AI assurance under your own brand.
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SaaS & Product
SAAS & SOFTWARE PRODUCTS

AI-Powered SaaS Products

Test AI features, copilots, agents, RAG applications, and intelligent workflows integrated into SaaS platforms.

Copilot & Agent Automation: End-to-end verification of user journeys and AI workflows.
Continuous AI Testing: Automated AI evaluation test suites run on every build.
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Enterprises
ENTERPRISES

Enterprise AI Applications

Validate AI systems operating across enterprise workflows, APIs, databases, knowledge platforms, and business applications.

End-to-End AI Validation: Comprehensive coverage across connected AI applications.
API & Tool Testing: Deep schema and payload verification for agent integrations.
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Startups & Scale-ups
STARTUPS & SCALE-UPS

Startups & Growing AI Companies

Build reliable AI products from the beginning with scalable testing, evaluation, and quality engineering practices.

AI Automation Strategy: Tailored approach for implementing AI testing from scratch.
Evaluation Frameworks: Turnkey automated AI frameworks configured in days.
02/ 05
Enterprises
ENTERPRISES

Enterprise AI Applications

Validate AI systems operating across enterprise workflows, APIs, databases, knowledge platforms, and business applications.

End-to-End AI Validation: Comprehensive coverage across connected AI applications.
API & Tool Testing: Deep schema and payload verification for agent integrations.
03/ 05
SaaS & Product
SAAS & SOFTWARE PRODUCTS

AI-Powered SaaS Products

Test AI features, copilots, agents, RAG applications, and intelligent workflows integrated into SaaS platforms.

Copilot & Agent Automation: End-to-end verification of user journeys and AI workflows.
Continuous AI Testing: Automated AI evaluation test suites run on every build.
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Tech Teams
DIGITAL & TECHNOLOGY TEAMS

Digital & Technology Teams

Extend engineering capabilities with dedicated AI testing, evaluation, automation, and security expertise.

Dedicated AI QA Teams: Engineers integrated seamlessly into your existing delivery pods.
White-Label AI Support: Deliver world-class AI assurance under your own brand.
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AI & ML Teams
AI & ML TEAMS

AI & Machine Learning Teams

Add structured testing and evaluation across models, prompts, agents, datasets, RAG pipelines, and AI applications.

Dataset & Model Validation: Structured evaluation of model outputs and behavior.
Prompt Engineering QA: Regression testing for prompt updates and context changes.
01/ 05
Startups & Scale-ups
STARTUPS & SCALE-UPS

Startups & Growing AI Companies

Build reliable AI products from the beginning with scalable testing, evaluation, and quality engineering practices.

AI Automation Strategy: Tailored approach for implementing AI testing from scratch.
Evaluation Frameworks: Turnkey automated AI frameworks configured in days.

Scale AI quality engineering and evaluation across your products.

AI Agent Discovery
AI Test Strategy
Agent Test Automation
AI Quality Validation
AI Defect Analysis
Continuous AI Testing
AGENTIC AI TESTING SERVICES

Agentic AI Testing for Reliable, Secure, Production-Ready AI Applications

Comprehensive AI testing services for AI agents, LLM applications, RAG systems, autonomous workflows, and intelligent enterprise applications—helping teams improve AI reliability, security, and performance.

EXPLORE AGENTIC AI TESTING
STEP 01 OF 06
AI DISCOVERY

01. AI Agent Discovery

Understand agents, models, tools, data sources, workflows, and business objectives before testing begins.

Agent workflow analysis
Model & tool integrations
Data source mapping
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17%
TECHNOLOGY WE WORK WITH

Technology We Use for Agentic AI Testing

We work with modern AI testing tools, LLM evaluation frameworks, automation technologies, APIs, programming languages, CI/CD platforms, and cloud environments to build scalable and reliable AI testing solutions.

CORE
TECHNOLOGY

MODELS • TOOLS • CLOUD • CI/CD

CATEGORY 01AI & LLM
OpenAI
Azure OpenAI
Anthropic
Google Gemini
CATEGORY 02AI EVALUATION
LangChain
LangGraph
LlamaIndex
RAG Evaluation
CATEGORY 03AUTOMATION & API
Selenium
Playwright
Postman
REST APIs
CATEGORY 04LANGUAGES & DATA
Python
Java
SQL
JSON
CATEGORY 05CI/CD & CLOUD
Jenkins
GitHub Actions
Azure
AWS
AGENTIC AICORELLM • RAG • TOOLS • CI/CD
AI Agent TestingValidate autonomous agents, reasoning workflows, task execution, and tool interactions.
LLM & RAG TestingEvaluate AI responses, retrieval quality, grounding, relevance, and hallucinations.
AI Security TestingTest prompt injection, data leakage, unsafe behavior, guardrails, and access controls.
Continuous AI EvaluationContinuously validate AI quality as models, prompts, data, and workflows change.
WHY SOFTREE

Why Partner With Softree for Agentic AI Testing?

01

Dedicated AI Testing Expertise

Work with experienced testing professionals focused on AI agents, LLM applications, RAG systems, intelligent workflows, and AI quality engineering.

02

Scalable AI Evaluation Frameworks

Build reusable evaluation frameworks that support AI agents, LLM applications, prompts, workflows, and enterprise AI systems.

03

Comprehensive AI Quality Validation

Evaluate AI accuracy, relevance, groundedness, safety, consistency, task completion, and application behavior.

04

AI Security & Risk Testing

Identify AI-specific risks including prompt injection, data leakage, unsafe outputs, unauthorized actions, and insecure tool interactions.

05

Continuous AI Testing

Integrate AI evaluation into development and CI/CD workflows to continuously validate AI behavior as applications evolve.

06

Flexible AI Testing Partnership

Scale AI testing resources around your product roadmap, AI architecture, development requirements, release schedules, and quality goals.

Client Feedback

Trusted by Software Teams

4.9 / 5

average rating

Based on 150+ client reviews

“We had a very positive experience working with Softree Technology. The developers were responsive and delivery was on time. We appreciate the attention they gave our project and their great communication. The final product was exactly what we wanted and we look forward to working with Softree in the future.”

Natasha Adams

Wicked Point LLC

Virginia

“Overall, we are satisfied with our collaboration in the past and your last action and response to our reported issue, really makes a difference.”

Arkady Fedorovtsjev

ECG Group

Netherlands

“SOFTREE staff worked with us to learn our installation automation technology and built exactly what we needed.”

Darrell Trimble

SP Marketplace

California

FAQ

Frequently Asked Questions About Agentic AI Testing Services

Find answers to common questions about agentic AI testing, AI agent evaluation, LLM testing, RAG testing, AI security, automation, and continuous AI quality assurance.

Question Answer:

Agentic AI testing evaluates AI agents across reasoning, planning, decision-making, tool usage, autonomous task execution, workflows, safety, and expected business outcomes to ensure reliable and controlled AI behavior.

Question Answer:

Softree can support testing for AI agents, LLM applications, RAG systems, AI copilots, intelligent automation, AI-powered SaaS products, enterprise AI workflows, and applications that integrate AI models with APIs and external tools.

Let's Start a Conversation

Engineer wearing futuristic VR headset
PARTNER WITH SOFTREE

Extend Your Engineering Capacity.
Not Your Hiring Complexity.

Build, scale and deliver more with an engineering partner that works as an extension of your team.

WHAT WE BUILD
  • Agentic AI & Automation
    AI Core
  • Full-Stack Web & Mobile Apps
    Engineering
  • Power Platform & SharePoint
    M365
  • Data Pipelines & Power BI
    Fabric
HOW WE DELIVER
  • Dedicated Offshore Squads
    Senior talent
  • White-Label Delivery
    Your brand
  • Flexible Team Capacity
    Scale in 48h
  • Enterprise NDA & IP Protection
    100% secure

HOW WE CAN EXTEND YOUR TEAM

AI ENGINEERING
  • Agentic AI
    Agents
  • AI Automation
    Flows
  • Enterprise RAG
    Search
MICROSOFT
  • Azure OpenAI
    Cloud
  • Microsoft Fabric
    Data
  • Power Platform
    Apps
QUALITY ENG
  • AI Testing
    QA
  • Security Testing
    Sec
  • Automation
    CI/CD
SOFTWARE ENG
  • React / Next.js
    Web
  • Node.js / Python
    API
  • FastAPI
    Async
CLOUD & DATA
  • Azure / AWS
    Infra
  • Data Pipeline
    ETL
  • DevOps
    GitOps

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HQ · Bengaluru

11th Floor, Prestige Tech Park, Platina 2 · Outer Ring Rd, Kadubeesanahalli, Bengaluru 560087

Engineering Hub · Cuttack

PLOT 5C/1283, SECTOR-10, CDA, Cuttack, Odisha 753014, India