Consulting & Architecture

Strategy before code. Architecture before implementation.

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Most projects fail not because of bad code, but because of bad decisions early on. The wrong database choice. An architecture that can't scale. Technical debt baked in from day one because nobody asked "how will this evolve?"

We consult on the decisions that matter—before you've committed to a direction that's expensive to reverse.

How we work

Our consulting process is collaborative—we work with your team to make better technical decisions.

Discovery

We learn your business, your data, your constraints. What are you trying to achieve? Where are the bottlenecks? What happens if you grow 10x?

Architecture Design

We design systems with your team, not in isolation. The goal is a plan you understand and can defend to stakeholders—complete with tradeoffs, risks, and recommendations.

Validation

We can prototype key parts to validate the architecture works before full implementation. No surprises when you start building.

Ongoing Advisory

Many clients keep us on retainer for architecture reviews, tech stack decisions, or guidance as requirements evolve.

Solutions we deliver through consulting

Architecture and strategic guidance across the same domains where we build.

Data Infrastructure

Designing database schemas, ETL pipelines, and IoT architectures that scale for energy companies, SaaS platforms, and IoT startups

Automation & Optimization

Planning migration from Excel to automated systems, architecting optimization algorithms for energy management and trading

Integration & APIs

Designing secure API architectures, planning system integrations for pharma CRM + AI and energy data systems

AI Agents & Intelligent Systems

Architecting AI integrations with existing systems, designing MCP server infrastructure, planning secure AI deployments

Web Applications & SaaS Platforms

Planning full-stack architectures, designing multi-tenant SaaS systems, validating tech stack decisions

When to use consulting

Planning a major system redesign or migration

You need architecture expertise your team doesn't have yet and want validation before committing significant dev resources.

Choosing between technical approaches

You need an expert opinion on technology decisions and want to avoid expensive mistakes early on.

Building internal capabilities

You want to build your team's expertise, not outsource everything permanently.

Preparing for scale

Companies preparing for 10x users, new markets, or regulatory changes need architecture that can handle growth.

Technologies we consult on

Backend

Python TypeScript Node.js FastAPI Python TypeScript Node.js FastAPI

Frontend

Svelte SvelteKit React Next.js Streamlit Svelte SvelteKit React Next.js Streamlit

Data

PostgreSQL DynamoDB MongoDB Redis S3 Firestore Cosmos DB Cloud Storage Azure Blob BigQuery PostgreSQL DynamoDB MongoDB Redis S3 Firestore Cosmos DB Cloud Storage Azure Blob BigQuery

Cloud

AWS Google Cloud Azure DigitalOcean Vercel AWS Google Cloud Azure DigitalOcean Vercel

Serverless

AWS Lambda Cloud Functions Azure Functions AWS Lambda Cloud Functions Azure Functions

AI/ML

OpenAI Anthropic Llama Langchain MCP servers OpenAI Anthropic Llama Langchain MCP servers

Auth

Supabase Auth0 WorkOS Clerk Supabase Auth0 WorkOS Clerk

Data Science

R RStudio Jupyter Pandas NumPy Scikit-learn R RStudio Jupyter Pandas NumPy Scikit-learn

Version Control

Git GitHub GitLab Bitbucket Git GitHub GitLab Bitbucket

DevOps

Docker Kubernetes Terraform GitHub Actions GitLab CI Docker Kubernetes Terraform GitHub Actions GitLab CI

Visualization

Tableau Power BI Grafana Plotly Tableau Power BI Grafana Plotly

Ready to make better technical decisions?

Let's discuss your architecture challenges.

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