2026 ENTERPRISE ARCHITECTURE

Architecting the Agentic Enterprise.

We bridge the gap between Deloitte-scale strategy and rapid AI execution. Leveraging proprietary tech to build autonomous, observable business systems.

Consulting Pillars

AI Strategy & Agentic Delivery

We design and ship AI systems rooted in experience building AgentCloud a multi-agent orchestration platform. We assist in determing LLM economics, and a retrieval strategy tailored to your stack and guardrails.

  • Agentic workflows & RAG-based knowledge retrieval
  • Self-hosted / cloud LLM deployment
  • LLM cost/performance tuning

Data Observability

Monita (ISO 27001) is a production B2B SaaS observability platform sold to enterprises, monitoring freshness, drift, consent/identity joins, and tag health for martech and AI activation.

Digital & Cloud Architecture

Modern data and cloud foundations: Kubernetes, GCP optimization, custom platform design, and scalable data warehousing to power marketing, product, and AI.

Deep ML & Analytics

Realtime analytics, data quality, warehousing, and dashboards—plus vector databases, RAG/ETL, and predictive modeling for complex, non-structured datasets.

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Platforms & Accelerators

Enterprise platforms we deploy and productize to speed up delivery.

INTERNAL TOOLING V2.0
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AGENTCLOUD

Autonomous LLM Teams

A secure platform to create multi-agent teams with system access. We use this to prototype enterprise automation in days, not months.

AgentCloud GitHub stars
Deploy Agentic Workflows →
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MONITA

Real-time Martech Observability

Monita is our ISO 27001-certified production platform for first-party web and app observability—monitoring tags/pixels, freshness, drift, and consent/identity joins in real time so downstream activation and AI stay clean.

Ensure Data Integrity →

Engineering at Scale

Leveraging the engineering DNA behind AgentCloud and Monita, we deploy production-grade agentic infrastructure and data governance for complex enterprises in fintech, telco, and media.

PROVEN OUTCOMES

Agentic CX & Orchestration

Deployed high-accuracy conversational agents that go beyond simple chatbots. We architect RAG pipelines that securely ground responses in enterprise data, ensuring reduced hallucinations and seamless intent routing.

  • Significant improvement & CSAT lift via AgentCloud platform
  • Secure local and remote retrieval across fragmented product corpora

Observability & Data Guardrails

Modernized core systems with a focus on data integrity. We implement deterministic guardrails and real-time monitoring to protect ROAS and ensure compliance in highly regulated environments.

  • Real-time anomaly detection powered by Monita
  • Automated data governance and compliance reporting

Enterprise AI Architecture

We de-risk AI adoption by designing resilient, future-proof substrates. Our R&D team navigates the complexity of model selection, vector database infrastructure, and hybrid-cloud deployments to build lasting value.

  • LLM selection and evaluation strategies
  • Scalable infrastructure design for high-throughput AI

We've worked with these companies

Zip logo
Petbarn logo
Danone logo
Brother logo
Foxtel logo
Suncorp logo
Google logo
Stanford logo
Zip logo
Petbarn logo
Danone logo
Brother logo
Foxtel logo
Suncorp logo
Google logo
Stanford logo

Consulting Leadership

Ragy Abraham

Ragy Abraham

Co-CTO | ML & Data Architect

Ex-Deloitte Digital & Adobe Consulting. Masters in Data Science. Focuses on deep-core AI technologies.

Andrew Nada

Andrew Nada

CEO | Product Visionary

Ex-Deloitte Digital. Drives customer-centric design and product-market fit for enterprise AI solutions.

Peter Ebeid

Peter Ebeid

Co-CTO | Enterprise Specialist

Full-stack authority in Banking, ERP, and Supply Chain. Specialist in postgraduate Data Science.

Ready to architect the agentic enterprise?

Let’s map your roadmap from AI pilots to production-grade autonomy with RNA, AgentCloud, and Monita.