AI-First Engineering Partner

Build software.
Ship AI that works.
Scale securely.

QCerris is a U.S. technology firm delivering AI, software engineering, cybersecurity, data, and cloud services to organizations running mission-critical systems.

120+
Top-5% engineers
7+
Years in production AI
3
Countries
Highlighted service
Generative AI & LLM Engineering
LLM ApplicationsAgentic AI RAG PipelinesLLMOps AI Governance
Security posture
Enterprise-grade security & compliance
SecOpsZero-Trust AI Red-TeamingDevSecOps

Independently assessed against ISO/IEC 27001 - the international information-security standard.

Proprietary platform
CodeMerlin.ai - AI Engineering OS
Built by QCerrisIn production
2017
Founded in Chicago
5+
Years of AI-client engagements
100K+
Carrier integrations in logistics
Top 5%
Engineering talent only
Built with
OpenAI· Anthropic· Meta Llama· LangChain· Pinecone· AWS· Azure· Google Cloud· Kubernetes· Terraform· Databricks· Snowflake· dbt· Airflow· MLflow· Playwright· Cypress· Python· TypeScript· React· Node.js· Go· FastAPI· Docker· Grafana· Datadog· Mistral AI· Weaviate· Apache Spark· Kafka· OpenAI· Anthropic· Meta Llama· LangChain· Pinecone· AWS· Azure· Google Cloud· Kubernetes· Terraform· Databricks· Snowflake· dbt· Airflow· MLflow· Playwright· Python· TypeScript· React· Docker· Grafana· Datadog· Apache Spark· Kafka
What we deliver

End-to-end engineering.
AI to infrastructure.

Every discipline you need to build, secure, and scale production-grade software and AI products.

AI & Generative AI

LLM applications, agentic systems, RAG, LLMOps, fine-tuning, and AI governance. In production since 2017.

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Software Development

Full-cycle E2E engineering of secure web, mobile, and enterprise applications - discovery through production support.

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Cybersecurity

SecOps, Zero-Trust, AI red-teaming, DevSecOps, and InfoSec governance aligned to ISO/IEC 27001.

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Data Engineering

Data architecture, pipelines, warehouses, lakes, governance, and analytics-ready infrastructure at any scale.

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Cloud & DevOps

Cloud migration, multi-cloud architecture, CI/CD, platform engineering, and SRE across AWS, Azure, and GCP.

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Digital Strategy

Technology assessments, AI and data roadmaps, tech-stack selection, and ongoing strategic advisory.

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Why QCerris for AI

We don't bolt AI on.
We build it in.

We have been designing, building, and operating production AI products since 2017 - and we are founders of multiple commercial AI platforms. AI is the core of what we do.

See all AI capabilities
ISO/IEC 27001

Our information-security program is independently assessed against this international standard.

Generative AI & LLM Development

LLM apps, agentic AI, multi-agent orchestration, RAG, vector search, fine-tuning - platform agnostic.

MLOps / LLMOps Lifecycle

Training pipelines, model serving, monitoring, evaluation, and retraining - reliable AI in production.

AI Governance & Red-Teaming

Output validation, bias evaluation, adversarial testing, and governance frameworks at enterprise scale.

CodeMerlin.ai

Our AI-native engineering governance platform - validates code against specs, automates review, and surfaces quality metrics in real time.

codemerlin.ai →
Why work with us

An engineering partner,
not a vendor.

We hire the top 5% of talent, build long-term partnerships, and tailor every team to your exact needs - whether you need one specialist or a full cross-functional unit.

The usual approach
The QCerris approach
AI experience

Started an “AI practice” after the 2023 LLM boom

Building production AI systems since 2017 — years of real-world experience

How we work

Consultants who hand off recommendations and move on

Founders who ship our own products (CodeMerlin.ai) — we live with what we build

Security

Security reviewed at the end of the project, if at all

ISO/IEC 27001-aligned security built into every sprint from day one

Engagement

One-size-fits-all retainer or contract

Three flexible models — chosen together with you after a Discovery session

Industries

Deep domain experience

Delivered mission-critical systems in the sectors that demand the most.

Healthcare & Pharma

HIPAA-compliant platforms, clinical data MLOps, digital health applications.

Financial Technology

Custom AI, risk modeling, UX services, and regulatory compliance for banks and insurers.

Logistics

Largest carrier network integration in the U.S. and EU - 100K+ carriers.

Public Sector

Secure, standards-aligned digital services and modernization for government.

Telecommunications

Large-scale data, cloud, and process automation for telecoms enterprises.

Insurance

Policy automation, claims intelligence, and risk analytics at scale.

How we engage

Three ways to work with us

Every engagement starts with a Discovery session. Governed by an SLA from day one.

01
Outcome Ownership

Dedicated Custom Team

A complete cross-functional team assembled specifically for you - architects, PMs, engineers, security, and QA. QCerris owns coordination and quality end-to-end.

02
Staff Augmentation

Embedded Specialists

Individual experts or role-specific pods integrated directly into your existing teams. Scale precise skills up or down on demand.

03
Fixed Scope

Project-Based Delivery

A defined scope with a committed cost and delivery date. Budget certainty and accountability to a milestone.

Ready to build something that matters?

Contact us with any questions. We respond within a few days and can arrange a non-binding introductory call.

Let's talk