SEC 01 — HERO · SHT 06
The full capability map
Six pillars, one senior team. Everything below is work we do in-house.
Each pillar links to the engagement where we deliver it most often.
SEC 02 — AI & MACHINE LEARNING · CAP 01/06
AI & Machine Learning
AI systems that ship to production — with evals, monitoring, and fallbacks. Model-agnostic: we pick the right model, retrieval strategy, and guardrails per project.
- OPENAI
- ANTHROPIC CLAUDE
- GEMINI
- HUGGING FACE
- LANGCHAIN
- VECTOR DBS
AI agents & multi-agent systems
Chatbots & voice AI
RAG & semantic search
LLM app development & fine-tuning
NLP, computer vision & OCR
Recommendations & forecasting
Most AI & ML work runs as an AI Integration engagement.
SEC 03 — PRODUCT ENGINEERING · CAP 02/06
Product Engineering
AI features need a product around them. Clean architecture, tested code, and infrastructure that scales past launch day — written to be owned.
- REACT
- NEXT.JS
- REACT NATIVE
- FLUTTER
- TAILWIND
- NODE.JS
- PYTHON
- FASTAPI
- DJANGO
- GO
SaaS platforms & multi-tenant apps
Web apps & PWAs
iOS & Android apps
E-commerce & marketplaces
APIs & third-party integrations
Microservices & scalable design
Product engineering is the backbone of MVP-to-Launch — fixed scope, fixed quote.
SEC 04 — AUTOMATION & INTEGRATIONS · CAP 03/06
Automation & Integrations
Manual work is a design flaw. We map how your operation actually runs, then automate the repetitive load. Audit first, so we automate the right things.
- N8N
- MAKE
- ZAPIER
- MCP SERVERS
- CUSTOM PIPELINES
Business process automation
n8n, Make & Zapier workflows
MCP servers & agent orchestration
Intelligent document processing
Web scraping & data pipelines
Scheduled jobs & monitoring
Automation work starts with a workflow audit. Retainer available.
SEC 05 — DATA & ANALYTICS · CAP 04/06
Data & Analytics
Every AI system is only as good as the data behind it. Pipelines that move data reliably, models that fit the schema, and dashboards that answer the question you actually asked.
- POSTGRESQL
- MONGODB
- REDIS
- BIGQUERY
- AIRFLOW
Dashboards & BI
ETL / ELT pipelines
Predictive modeling
Real-time analytics
Data warehousing & lakes
SQL & NoSQL design
Reporting ships inside AI Automation; data layers for AI features inside AI Integration.
SEC 06 — CLOUD & DEVOPS · CAP 05/06
Cloud & DevOps
Deployed, monitored, and cheap to run. CI/CD from day one, infrastructure as code, and monitoring that pages before your customers do.
- AWS
- GCP
- AZURE
- DOCKER
- KUBERNETES
- TERRAFORM
- GITHUB ACTIONS
AWS, Azure, GCP & DigitalOcean
Docker & Kubernetes
CI/CD
Terraform & IaC
Auto-scaling & load balancing
Monitoring, logging & hardening
Cloud deployment and CI/CD are included in every MVP-to-Launch build.
SEC 07 — DESIGN & SECURITY · CAP 06/06
Design & Security
Design makes the first session obvious; security makes every session safe. We treat both as engineering — specified, implemented, and verified.
- TAILWIND
- NEXT.JS
- OAUTH
- SSO
- MFA
- RBAC
UI/UX & design systems
Landing pages & company sites
OAuth, SSO, MFA & RBAC
API security & encryption
Secure payments
Compliance-oriented builds
UX/UI plus auth & payments ship inside every MVP-to-Launch scope.
SEC 08 — TOOLING
The stack behind the map
Chosen per project for longevity and running cost. Documented, no lock-in.
SEC 09 — START
Found what your project needs?
Tell us what you're building or what you want automated. The call is free, and the scoping that follows is yours to keep.