OUR EXPERTISE

What We Do

We’re a services company, not a SaaS. Every engagement is tailored to your specific context — your stack, your team, your constraints. We embed with your team to deliver real results.

AI

Custom AI Agents & Solutions

We build AI systems that actually work with your data and your workflows. Not generic chatbots — custom agents that understand your business context, integrate with your internal tools, and solve real problems.

  • Custom AI agents — task-specific agents for support, sales, ops, internal knowledge
  • RAG systems — connect LLMs to your proprietary data (docs, DBs, wikis, tickets)
  • LLM integration — OpenAI, Anthropic, open-source models, fine-tuning
  • Multi-agent architectures — routing, orchestration, tool calling, guardrails
  • Developer tooling — CLI tools, IDE extensions, code generation pipelines
Cloud

Cloud Architecture & Infrastructure

We design, build, and optimize cloud infrastructure on GCP, Azure, and AWS. Whether you’re migrating from on-prem, optimizing costs on an existing setup, or building a new platform from scratch — we handle the architecture.

  • Multi-cloud architecture — GCP, Azure, AWS, hybrid strategies
  • Cloud migration — assessment, planning, execution, validation
  • Infrastructure as Code — Terraform, Pulumi, CloudFormation
  • Cost optimization — right-sizing, reserved instances, spot strategies
  • Security & compliance — IAM, encryption, network segmentation, audit
DevOps

DevOps, SRE & GitOps

We implement DevOps and SRE practices that make your teams faster and your systems more reliable. Everything as code, everything in Git, everything automated. From CI/CD pipelines to full GitOps workflows with self-healing infrastructure.

  • CI/CD pipelines — GitHub Actions, GitLab CI, Jenkins, ArgoCD
  • GitOps workflows — ArgoCD, Flux, Git as single source of truth
  • Kubernetes — GKE, AKS, EKS, cluster management, Helm, Kustomize
  • Observability — Prometheus, Grafana, OpenTelemetry, Datadog
  • SRE practices — SLOs, error budgets, incident response, postmortems
Automation

Workflow Automation & Integration

We automate repetitive processes and connect your tools together. From simple email-to-Slack notifications to complex multi-step business workflows — we use n8n, Make, or custom code depending on what fits your needs.

  • Workflow design — map your processes, identify automation opportunities
  • n8n & Make — self-hosted or cloud, 400+ integrations
  • Custom integrations — API development, webhooks, data sync
  • Process automation — onboarding, reporting, approvals, notifications
  • Data pipelines — ETL, synchronization, transformation, scheduling
OUR APPROACH

How We Work

No cookie-cutter process. We adapt to your context, but every engagement follows the same principle: understand first, then build.

1

Discovery & Audit

We start by understanding your current setup, constraints, and goals. We review your infrastructure, code, processes, and team. We identify what’s working, what’s not, and where the opportunities are.

2

Strategy & Design

Based on the audit, we propose a clear roadmap with priorities. We define the architecture, choose the right tools, and plan the implementation in phases — so you see results early.

3

Build & Implement

We work hands-on alongside your team. We write code, configure infrastructure, set up pipelines, build agents. Everything is documented and version-controlled.

4

Support & Optimize

After delivery, we don’t disappear. We monitor, optimize, train your team, and iterate. We’re available for ongoing support or specific interventions as needed.

FLEXIBLE MODELS

How We Engage

We adapt to what you need. A one-week audit, a 3-month project, or ongoing support — we structure the engagement around your objectives.

Audit & Assessment

A focused review of your existing setup with actionable recommendations. We look at your infrastructure, processes, security, costs, and team practices.

Examples

  • Cloud infrastructure audit (cost, security, architecture)
  • DevOps maturity assessment
  • AI readiness evaluation
  • Process automation opportunity mapping

Project-Based

End-to-end delivery of a defined scope. From architecture to production deployment. Fixed timeline, clear deliverables, regular check-ins.

Examples

  • Build a custom AI agent for customer support
  • Migrate on-prem infrastructure to GCP
  • Set up a complete GitOps pipeline
  • Automate onboarding workflows with n8n

Ongoing Partnership

Embedded expertise on a recurring basis. We become an extension of your team — available for architecture decisions, code reviews, incident response, and new initiatives.

Examples

  • Fractional CTO / cloud architect
  • DevOps/SRE team augmentation
  • Continuous infrastructure optimization
  • AI solution evolution and maintenance
OUR STACK

Technologies We Work With

Cloud
GCP Azure AWS Terraform Pulumi
Containers & Orchestration
Kubernetes Docker Helm Istio ArgoCD
AI & ML
OpenAI Anthropic LangChain RAG MLflow Python
Automation
n8n Make GitHub Actions GitLab CI
Observability
Prometheus Grafana OpenTelemetry Datadog
Languages
Python Go TypeScript Rust Bash
Data
BigQuery Spark Databricks PostgreSQL
DevOps
Git GitOps Flux Jenkins Vault
FAQ

Common Questions

Answers to what clients usually ask before starting a project with us.

Not really — and that’s intentional. Every company has a different stack, team size, and set of constraints. We scope each engagement based on what you actually need. We’ll give you a clear estimate after the discovery phase.

It depends on the scope. A focused audit takes 1-2 weeks. A cloud migration or AI agent build typically runs 4-8 weeks. A full infrastructure overhaul can take 2-4 months. We break everything into phases so you see progress early.

Absolutely — that’s how we prefer to work. We embed with your developers and ops team, share knowledge, and make sure they can maintain everything after we leave. We’re not here to create dependency.

GCP, Azure, and AWS. We also work with hybrid and multi-cloud setups. We’re not tied to any single provider — we recommend what makes sense for your workload, budget, and compliance requirements.

No. We’re a services company. We help you build your products and infrastructure, but we don’t sell off-the-shelf software. Every solution we deliver is custom-built for your specific needs and owned by you.

An audit is a diagnostic — we review your current setup and give you a report with prioritized recommendations. A project is the implementation — we actually build and deploy the solutions. Many clients start with an audit, then move to a project based on the findings.