Better Testing. Stronger Software.

We Build QA That Ships
Software That Doesn't Break

CTO-led quality engineering for teams shipping fast. From self-healing test automation and AI/LLM testing to security in CI/CD, shift-left performance, and observability — we solve the ten biggest testing problems of 2026.

QA is part of Mohit Sengar's fractional CTO practice: it's my delivery bench, the quality-engineering capability behind every CTO engagement.

40+
Companies Worked With
7+
Years as a CTO
14+
Years Engineering
10+
QE Disciplines
AI-Driven TestingShift-Left & Shift-RightDevSecOpsContinuous TestingObservability-Driven

Sound familiar?

Your Users Find the Bugs
Your Tests Don't

Flaky tests fail for no reason. Regression takes hours. AI features behave differently every run. Security surfaces the week before launch. Performance problems appear in production.

You've tried adding more tests, more manual QA, more overtime. But 2026 software is more connected and ships faster than that approach can handle.

You don't need to test more. You need to test smarter — with quality engineered into every release.

What We Do

What QA Services Do We Offer?

Every discipline of modern quality engineering — under one roof, from one senior team that owns your release confidence.

Test Automation & Self-Healing

Resilient, AI-driven automation that survives UI changes. We rebuild fragile suites with multi-locator, self-healing frameworks so false failures stop eroding trust.

Playwright · testRigor · Katalon

AI & LLM System Testing

Evaluate what traditional testing can't — hallucinations, bias, toxicity, relevance and prompt-injection — using LLM-as-a-Judge harnesses with defined metrics.

DeepEval · Langfuse · Promptfoo

Performance & Load Testing

Shift performance left. Component-level load testing and micro-benchmarking inside development, catching regressions before they reach production.

Grafana k6 · Locust · OpenTelemetry

Continuous Security & DevSecOps

Security in every pipeline, not a final checkpoint. Automated SAST, DAST and Software Composition Analysis running continuously in CI/CD.

Snyk · SonarQube · OWASP ZAP

Microservice & Integration Testing

Contract testing and service virtualization so you can validate service expectations without waiting on unstable or unavailable dependencies.

PactFlow · WireMock · Tricentis

Observability-Driven QA

Shift right. Real-user sessions, crash data, latency and production telemetry feed straight into QA, so you test how customers actually behave.

Datadog · Dynatrace · Honeycomb

2026 Edition

The Top 10 Testing Problems We Solve

The biggest challenges in Quality Engineering today — and the modern solution and tooling we bring to each one.

01

Test Script Flakiness & Selector Fragility

ProblemUI changes break static selectors, causing false positives.
SolutionAI self-healing frameworks with multi-locators.
ToolsPlaywright · testRigor · Katalon
02

Test Data Management & Privacy

ProblemGDPR/CCPA restrict production data in test environments.
SolutionSynthetic data & production mirroring via LLMs/GANs.
ToolsTonic.ai · Delphix · K2view
03

Testing Non-Deterministic AI & LLM Systems

ProblemVariable outputs, hallucinations & safety risks.
SolutionLLM-as-a-Judge with guardrails & evaluation metrics.
ToolsDeepEval · Langfuse · Promptfoo
04

Requirement Ambiguity (Shift-Left Gaps)

ProblemUnclear requirements cause rework & defects.
SolutionAI-driven analysis & BDD scenarios before development.
ToolsCucumber · Jira AI · Copilot
05

Microservice Integration & Unstable Mocking

ProblemUnstable external services break integration tests.
SolutionContract testing & dynamic service virtualization.
ToolsPactFlow · WireMock · Tricentis Tosca
06

Device/Browser Fragmentation & Scaling Cost

ProblemDevice/browser variety and infrastructure costs.
SolutionContainerized, scalable execution (Docker/K8s).
ToolsSauce Labs · BrowserStack · Cypress
07

Blind-Spot Regression (Inefficient Suites)

ProblemEvery change triggers huge, slow test suites.
SolutionPredictive impact analysis & risk-based testing.
ToolsLaunchable · SeaLights
08

Continuous Security Gaps (DevSecOps Latency)

ProblemVulnerabilities slip past functional QA.
SolutionAutomated DAST, SAST & SCA in CI/CD.
ToolsSnyk · SonarQube · OWASP ZAP
09

No Real-World Telemetry (Siloed Testing)

ProblemUser issues go unnoticed in test environments.
SolutionObservability-driven testing (Shift-Right).
ToolsDatadog · Dynatrace · Honeycomb
10

Late Performance Testing in Microservices

ProblemPerf issues found too late, after the build.
SolutionMicro-benchmarking & service virtualization in PRs.
ToolsGrafana k6 · Locust · OpenTelemetry

The full picture, at a glance

Top 10 Software Testing Problems and Solutions in 2026 — problem, solution and tools for each, by Sengar Consultancy

What Changes

What the Work Looks Like

Illustrative examples, not client results: the kind of work quality engineering involves when it's done right.

Example: fintech SaaS team

Regulated · High-stakes releases

Shift-Left Security

What the work would involve: rebuilding a flaky end-to-end suite on self-healing automation and moving SAST, DAST and dependency scanning into every pull request, so security stops being a launch-week scramble.

Self-healing automationSecurity checks in every PR

Example: AI product (LLM)

Generative AI · Customer-facing

AI/LLM Testing

What the work would involve: an evaluation harness for hallucination, bias and relevance with prompt-injection guardrails, turning 'it feels right' into repeatable release criteria.

LLM-as-a-Judge evalsPrompt-injection guardrails

Example: high-traffic ecommerce

Scale · Peak-load events

Performance & Scale

What the work would involve: containerized cross-browser execution on Kubernetes and load testing shifted left with micro-benchmarks in pull requests, so performance regressions show up before peak traffic does.

Parallel headless gridLoad tests in PRs

How It Works

How Does Working With Us Actually Work?

01

Free Fit Call

A 30-minute call about your testing, pipeline, and biggest quality risks. No obligation.

02

Quality Strategy

A prioritized roadmap: what to automate, where to shift left and right, and the right tooling for your stack.

03

Implement & Automate

We build resilient suites, wire quality gates into CI/CD, and harden security and performance — with weekly reports.

04

Continuous Quality

Ongoing quality engineering and observability, with release-confidence reporting so every ship is calm.

Your Dedicated Team

A Full QE Squad,
Not a Solo Tester

When you hire us, you get a cross-functional quality-engineering team — automation leads, SDETs, performance and security engineers, and an AI/LLM QA specialist. Led by Mohit Sengar, a Dubai-based CTO with 7+ years in the seat and 14+ years building software.

Q

QA Automation Lead

9+ years experience

Playwright, Selenium, Cypress, self-healing frameworks

S

SDET / Test Engineer

7+ years experience

API, contract & integration testing, test data design

P

Performance Engineer

8+ years experience

Grafana k6, Locust, JMeter, OpenTelemetry, load modelling

D

DevSecOps / Security Engineer

8+ years experience

SAST, DAST, SCA, OWASP, secrets & pipeline hardening

A

AI / LLM QA Specialist

5+ years experience

DeepEval, Langfuse, Promptfoo, evaluation & guardrails

Q

QE Strategist / Test Architect

10+ years experience

Shift-left/right strategy, risk-based testing, CI/CD quality gates

MS

Led by Mohit Sengar

7+ Years as a CTO • 14+ Years Building Software • 40+ Companies

Every engagement is personally overseen by Mohit, a CTO who has led technology and quality for startups and enterprises across AI, e-commerce, blockchain, and digital transformation. This QA practice is the delivery bench behind his fractional CTO work. He doesn't just run your test suite; he architects your release confidence.

Credentials: Outstanding Leadership Award, Internet 2.0 Conference, Dubai, February 2024.

Transparent Pricing

How Do You Buy Quality Engineering?

Quality engineering is my delivery bench, so it isn't sold as a separate package. You get it through these fixed-fee reviews and retainers, at my published prices.

Launch Check

AED 9,500

$2,500 · £2,000 · 5 working days

For AI-built MVPs (Lovable, Bolt, Cursor, Base44, Replit, v0): tests, load, security and payments checked by hand.

  • What is tested today, and the critical gaps
  • A basic load test on key flows
  • Security: exposed keys, Supabase RLS, auth
  • Payments and webhooks
  • Written report with a keep / fix / rebuild verdict
See the Launch Check
Most Common

Production & Investor Readiness Review

AED 27,500

$7,500 · 2 weeks

Code quality and testing reviewed alongside architecture, security, team and delivery process.

  • Tests on the critical paths, CI and release safety
  • Architecture, security and infrastructure
  • Team and delivery process
  • Investor-forwardable written report, presented live
See the Readiness Review

Fractional CTO

AED 45,000

$14,000 per month · 2 days a week

Ongoing quality engineering as part of the CTO role: automation, quality gates, security and performance, owned by someone accountable.

  • Test automation and CI/CD quality gates
  • Continuous security in the pipeline
  • Performance and observability
  • Weekly steering call plus written updates
See Fractional CTO

Risk-Based

regression with predictive test selection instead of running the whole suite on every change

Shift-Left

security, performance and requirements validated before code ships — not discovered the week before launch

24/7

continuous testing in CI/CD so every commit is release-ready, with observability feeding real behaviour back into QA

Questions & Answers

Frequently Asked Questions

Let's Talk Quality

Book a Free
Fit Call

30 minutes. Zero obligation. Tell me about your tests, pipeline and release risks, and you'll get an honest read on what to fix first and which next step fits.

Your tests, pipeline and coverage, talked through
An honest read on your biggest quality risks
Which first step fits: Launch Check, Readiness Review or a retainer
Published prices — no surprises
Book a callPick a 30-minute slot on my calendar: the fastest way to reach me.

No spam. No obligation. Just a genuine conversation about shipping better software.

Your Users Will Find the Bugs You Don't.
Let's Fix That.

Every release without real quality engineering is a bet. Better testing means faster, calmer ships and software that holds up when it matters. Let's engineer that into your pipeline.

Book Your Free Fit Call