We test AI, and everything AI builds.
Kaycore Technologies is a founder-led AI Quality Engineering firm. We partner with startups and enterprises on two problems that traditional QA was never designed for.
AI systems that behave unpredictably.
LLMs and generative AI are probabilistic, so the same input can produce different outputs. We validate, test, and safeguard these systems for accuracy, safety, and consistency in production, not just in demos.
Software built by AI.
Websites and apps created with Claude Code, Cursor, and other AI coding tools ship quickly, but often with hidden defects. We catch those defects before launch, so you release sooner and spend less fixing problems afterwards.
Corporate Intro
Kaycore Technologies in Focus
Learn about our next-generation quality engineering services and the high-impact digital healthcare products we are building.
Capabilities
The Architecture of Reliability
We test AI, and everything AI builds, for startups and enterprises.
AI Quality & Risk Readiness Audit
A comprehensive assessment of AI systems against safety, security, and performance benchmarks.
LLM & Generative AI Testing
Specialized testing for non-deterministic models validating prompt robustness and resistance to adversarial attacks.
QA for AI-Built Websites & Apps
Websites and apps created with Claude Code, Cursor, and other AI coding tools ship quickly, but often with hidden defects. We catch those defects before launch, so you release sooner and spend less fixing problems afterwards.
See a sample audit
Custom AI QA Automation Frameworks
Robust, AI-powered test frameworks built for your stack and integrated directly into your CI/CD pipeline. You keep the code.
Continuous Quality Retainers
Ongoing quality engineering support, acting as your external AI risk department.
Regulated & Healthcare AI QA
Clinical-grade validation readiness for AI in regulated healthcare, shaped with physician input and built to produce the documented evidence regulators ask for.
Products
Technology We Build
Our services fund our own tooling. Two products are in development, used first on our own engagements.
Custom AI QA Frameworks
Testing Reimagined with Artificial Intelligence
We build custom AI QA automation frameworks into your QA lifecycle, so testing keeps pace with how fast you ship.
AI-Powered Test Generation
Automatically generate comprehensive test cases from user stories, PRD documents, and API specs using LLM workflows built for your stack.
Self-Healing Automation
Our AI frameworks are built to detect UI changes and repair broken test selectors, so your team spends less time maintaining tests and more time shipping.
Predictive Defect Analysis
Analyze historical code commits and test failures to predict where bugs are most likely to occur in upcoming releases.
Intelligent Test Selection
Run only the tests affected by code changes. Dramatically reduce CI/CD pipeline execution time without sacrificing coverage.
The Kaycore Difference
Why Choose Kaycore?
We don't just run tests. We engineer quality at scale.
AI-First Approach
We test AI, and everything AI builds, using AI to make that testing smarter, faster, and more reliable than traditional methods.
Senior Engineers Only
Every team member has 5+ years of experience. No juniors learning on your project. The engineer who scopes your work is the engineer who does it.
Startups & Enterprises
We serve both startups and enterprises. Start with a fixed-scope audit or a single engineer, and scale to a continuous quality retainer as you grow.
Domain Expertise
Deep specialization in AI startups, SaaS platforms, FinTech, and healthcare and healthtech. These are the industries where quality failures cost millions.
Embedded in Your Team
We join your Slack, attend your standups, and work in your timezone. We are not an outsourced vendor, but a true partner.
Outcome-Driven
We measure success by bugs caught in staging, not test cases written. Real quality metrics, not vanity reports.
Our Process
How We Work Together
Our approach combines rigorous testing, risk-first validation, behavioural evaluation, and human-in-the-loop review. Senior engineers only: the person who scopes your work is the person who does it.
Discovery & Audit
We deep-dive into your product, codebase, and current QA processes to identify gaps, risks, and quick wins.
Strategy & Planning
Custom test strategy tailored to your tech stack, release cadence, and business-critical user flows.
Build & Automate
Our engineers build robust, AI-powered test frameworks integrated directly into your CI/CD pipeline.
Monitor & Optimize
Continuous monitoring, test maintenance, and optimization. Quality improves with every sprint.
FAQ
Frequently Asked Questions
What is AI Quality Engineering?
AI Quality Engineering (AI-QE) is the discipline of systematically validating non-deterministic AI and LLM systems for safety, factual accuracy, robustness, and drift, both before and after they reach production. Unlike traditional QA, which checks deterministic pass/fail logic, AI-QE is built to bound the uncertainty of probabilistic systems.
How is testing AI different from traditional QA?
Traditional software is deterministic: the same input always produces the same output. AI systems are probabilistic and have an effectively infinite input space, so they can hallucinate, drift over time, or fail under adversarial prompts. AI-QE relies on statistical evaluation, adversarial testing, and continuous monitoring rather than fixed assertions.
How do you test an LLM for hallucinations?
We build golden datasets and automated evaluations that measure factual accuracy and grounding (whether an answer faithfully reflects its retrieved context), run adversarial and jailbreak probes, and track output consistency and drift across model and prompt changes.
What does an AI risk audit include?
A model safety and bias assessment, failure-mode and risk mapping, an adversarial and security-exposure review, and a prioritized remediation roadmap you can act on.
Do you test websites and apps built with AI coding tools?
Yes. Websites and apps created with Claude Code, Cursor, and other AI coding tools ship quickly, but often with hidden defects. We catch those defects before launch, so you release sooner and spend less fixing problems afterwards.
Do you work with startups or enterprises?
Both. We partner with startups and enterprises, from a fixed-scope audit before launch to a continuous quality retainer.
Do you work with healthcare and other regulated AI?
Yes. Regulated and healthcare AI QA is one of our core services, and our founder is a physician. We serve AI startups, SaaS platforms, FinTech, and healthcare and healthtech companies.
Ready for a Real Partner?
Our mission: to help builders ship with certainty, not crossed fingers. Talk to our lead quality engineers about the AI you are building, or the software AI is building for you.
- Senior engineers only
- You keep the code and datasets
- A lead architect reviews your request
- Zero spam, no BDRs
