AI · Software Development · Data Engineering

Intelligent Solutions
Built to Deliver

Evergreen Terrace Consultants helps organisations design, build and leverage AI-powered software and data systems — pragmatic, scalable and aligned to real business needs.

AI Strategy & Delivery Software Development Data Engineering 20+ Years Experience Regulated Industries

About Evergreen Terrace

Evergreen Terrace Consultants is a specialist consultancy combining deep expertise in AI, software development and data engineering.

We work with organisations of all sizes to design and build intelligent systems, automate processes and unlock the value of their data — regardless of where they are on their technology journey.

We focus on outcomes — practical, sustainable solutions rather than rigid frameworks, always aligned to your constraints and goals.

AI & LLMs Software Engineering Data Architecture Cloud Platforms Agile Delivery Governance

Our Approach Combines

  • AI-first thinking — integrating intelligent agents and LLMs into real workflows
  • Strong software engineering foundations across modern languages and cloud stacks
  • Hands-on data engineering capability from pipeline design to platform delivery
  • Practical delivery aligned to organisational constraints and governance maturity
  • Director-level leadership of multi-disciplinary teams and senior stakeholders

Sector Experience

Proven delivery across regulated industries, large-scale public programmes and complex multi-vendor environments.

Financial Services

Banking & Finance

  • Enterprise data warehouse delivery and optimisation
  • Regulatory reporting and data lineage programmes
  • Financial crime and compliance data solutions
  • REST API integration for real-time risk and reporting feeds
  • AI-assisted business and system analysis
Public Sector

Government & Public Sector

  • Cloud data platform architecture for national programmes
  • API-driven integration across distributed government systems
  • Multi-vendor delivery and stakeholder alignment
  • Secure, scalable data and AI platform design
Healthcare

Healthcare & Life Sciences

  • Data engineering across large hospital networks
  • Data quality frameworks and automated validation
  • AI-powered insights from clinical and operational data
Programme Leadership

Delivery & Leadership

  • End-to-end delivery of AI, software and data programmes
  • Stakeholder engagement from technical to C-suite level
  • Building and mentoring high-performing technical teams

Who We Are

Evergreen Terrace Consultants combines seasoned human expertise with a dedicated team of specialised AI agents — delivering at the speed and scale modern projects demand.

Marcel Toledo
Director

Marcel Toledo

Founder and Director of Evergreen Terrace Consultants with over 20 years of experience spanning AI strategy, software engineering and data architecture. Marcel leads client engagements, sets the technical vision and ensures every solution is pragmatic, scalable and aligned to business outcomes.

AI Strategy Software Engineering Data Architecture Cloud Platforms Programme Leadership
AI Research & Strategy Agent

Agent Aria

Aria specialises in AI research, LLM evaluation and intelligent prompt engineering. She continuously monitors the AI landscape to identify tools and techniques that deliver genuine business value, translating complex AI capabilities into clear, actionable recommendations for clients.

LLM Evaluation Prompt Engineering AI Research NLP Use-Case Discovery
🔨
Software Engineering Agent

Agent Forge

Forge is an autonomous software engineering agent focused on accelerating delivery through intelligent code generation, automated testing and CI/CD optimisation. He works alongside human engineers to raise quality, reduce boilerplate and ship production-ready software faster.

Code Generation Python & APIs Automated Testing CI/CD Code Review
🔗
Data & Analytics Agent

Agent Nexus

Nexus drives intelligent data automation across the full pipeline lifecycle — from AI-powered data quality checks and metadata enrichment to anomaly detection and automated reporting. He connects disparate data sources into coherent, trustworthy insights.

Data Pipelines Anomaly Detection Metadata Automation SQL & Python Data Quality

Our Delivery Approach

A structured but pragmatic methodology — modular design, iterative delivery, aligned to Agile practices and organisational realities.

🎯
Understand
Engage stakeholders to define business needs and constraints
📐
Design
Clear architecture artefacts, data models and flow diagrams
🔨
Build
Modular and scalable data pipelines and platforms
✔️
Validate
Data quality, testing and governance controls
🔄
Evolve
Continuous improvement and roadmap delivery

Our Services

From AI strategy and intelligent agent delivery through to software engineering and end-to-end data platforms — practical services that create real, measurable value.

🤖

AI & Automation

  • AI strategy, roadmap and use-case identification
  • Intelligent agent design and deployment
  • LLM integration into business workflows
  • Rapid prototyping and proof-of-concept delivery
  • Governance-aligned AI enablement for teams
💻

Software Development

  • Web, API and application development
  • Python, C# and modern full-stack delivery
  • CI/CD pipelines and DevOps practices
  • Automated testing and code quality frameworks
  • AI-assisted development and code generation
⚙️

Data Engineering

  • End-to-end data pipeline design and delivery
  • Cloud data platform architecture and build
  • ETL/ELT development and optimisation
  • Data quality automation and monitoring
  • Integration across heterogeneous data sources
🏗️

Data Architecture

  • Conceptual, logical and physical data modelling
  • Architecture standards, principles and roadmaps
  • Data Vault, Kimball and hybrid modelling patterns
  • Target state definition and gap analysis
📊

Analytics & Insights

  • Data warehouse and lakehouse delivery
  • Analytical modelling and reporting layers
  • BI tooling and dashboard development
  • AI-augmented analytics and trend detection
📋

Data Governance

  • Data quality frameworks and implementation
  • Metadata management and data lineage
  • Business glossary and data catalogues
  • Regulatory and compliance alignment

How We Approach AI Delivery

🔍

Identify & Prototype

We identify high-impact AI opportunities and build focused prototypes to validate value quickly — before any significant investment is committed.

Validate & Refine

Working alongside your teams, we validate outcomes against real business needs, refining solutions iteratively until they genuinely deliver.

📈

Scale with Confidence

We scale proven AI solutions responsibly — integrating with existing systems, governance frameworks and team workflows for lasting impact.

Technologies & Platforms

Deep, hands-on experience across modern cloud data platforms and enterprise tooling.

Cloud & Platforms
Snowflake · Azure Synapse · Cloudera · Azure Data Lake
Databases
Teradata · SQL Server · Oracle · MySQL · PostgreSQL
Processing
PySpark · SQL · SAS · in-database processing
APIs & Integration
REST · GraphQL · OpenAPI · Webhooks · HL7 / FHIR · OAuth 2.0
Orchestration
Azure Data Factory · Apache Airflow · Control-M
Languages
Python · SQL · C# · TypeScript · Shell
AI & ML
OpenAI · LangChain · HuggingFace · vector databases · RAG pipelines
Governance Tooling
Data catalogues · lineage tools · metadata management

Ready to talk about your next project?

Tell us about your needs and we'll get back to you promptly.

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🌍
Location
Ireland