About us

The rigor of critical software, applied to the web

Delta-QA was born from its founder's journey: twenty years building systems where failure is not an option.

Malloum Laya

Malloum Laya

Founder of Delta-QA

See my background on LinkedIn

I am passionate about software design. A passion I owe as much to my education, a Master's in Software Fundamentals at Université Paris Diderot Paris 7, as to my many experiences.

As part of strategic assignments within the French Ministry of Finance and the Ministry of the Interior, I led critical projects — where the slightest mistake comes at a high price.

I then created Carto-SI, a software that maps the information systems of large corporations. Over more than ten years, this solution allowed me to support large organizations where the information system is highly strategic and sensitive — and it even took me to Toronto, working with the National Bank of Canada.

Back in France, one demand followed me through every assignment: software quality — the certainty that a simple change, sometimes a single line of code, will not quietly break another part. No tool answered it simply. I thought the problem was simple; digging deeper, I measured its true algorithmic difficulty and understood why no existing solution truly addressed it. It was by pushing this reflection further that I forged a relevant, robust and deterministic algorithm — Delta-QA — with the ambition of making it the best visual regression solution on the market.

This software is deployed at our clients', in strict respect of their security: no data ever leaves their information system. The entire design was guided by one demanding constraint — the fewest possible false positives and false negatives — while flagging the differences a human eye would notice.

It is long and difficult work, made possible today by all the experience I have accumulated and by the workforce of a team of AI agents I orchestrate — from analysis to marketing — to explore, test and harden every building block of the product.

A quality tool must be reliable, reproducible and explainable — never a black box.

AI forged Delta-QA. It is not inside it.

A team of AI agents explored, tested and hardened the algorithm during its design.

The product you use remains 100 % deterministic: no trained model, no black box, no AI at runtime.AI served to build it — never to run it.

The humans — the eye and the judgment

Two real people steer the whole thing, and make the call where only the human eye can.

Malloum Laya

Malloum Laya

Founder · Leadership & orchestration

Designs the product, leads the human team and steers the AI agents.

Mohamed Mcirdi

Mohamed Mcirdi

Support & Software Quality

The human complement: where the human eye is still needed — judgment, support, quality validation.

Open position · Sales

Business development · AI-agent orchestrator

We are looking for a human salesperson, able to orchestrate our AI agents to grow sales — where human relationships and judgment make the difference.

Apply

The team of AI agents

From analysis to sales, each agent carries a code name and is backed by a skill actually used to build Delta-QA — and every position is open to human hiring.

Apply for a position
01 Analysis & strategy
Inès

Inès

Product analyst

Gathers information, reads the field and frames the need before anyone else.

Issa

Issa

Product manager & strategist

Assembles the team, holds the roadmap and keeps the course.

02 Design
Haroun

Haroun

Architect

Designs the architecture and the deterministic algorithmic core of the product.

Akacha

Akacha

UX / UI Design

Makes the tech elegant and obvious to use.

03 Development
Julien

Julien

Backend developer

The comparison engine and the API: methodical and robust.

Hugo

Hugo

Web & desktop developer

Fast and agile, he shapes the interface — Angular and desktop application.

04 Quality & hardening
Antoine

Antoine

Reliability & testing

The discipline that holds the line: test strategy, CI, reliability.

Zenaba

Zenaba

Bug hunting

An unfailing eye: she spots and reproduces the slightest bug.

Léa

Léa

Performance

Speed: benchmarks and holding up at scale.

05 Content, SEO & go-to-market
Habiba

Habiba

Marketing & storytelling

Carries the brand's story, with warmth and conviction.

Ounissa

Ounissa

SEO & visibility

Makes sure Delta-QA is found everywhere, on every engine.

Manon

Manon

Localization

Adapts the product and the content into 8 languages.

Claire

Claire

Technical writing

Clear and precise: she explains without a single slip.

AnalysisDesignDevQualitySEOSales

Want to join the adventure?

We grow by multiplying: each human we hire steers 4 to 5 AI agents. One more human means one more entire team.

Δ Delta-QA — deterministic visual regression tool. No AI at runtime.