AWS & AI Infrastructure, Fixed Scope

We build the AWS infrastructure your AI workloads are quietly missing.

Five productized services for teams running — or trying to run — AI agents, LLM workloads, and data pipelines on AWS: autonomous agent deployment, data stack builds, analytics and dashboarding, infrastructure migration, and AI/Excel/SQL training to get your own people using it all. Fixed price. Fixed timeline. You own every deliverable, no vendor lock-in.

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What we build

Five fixed-scope engagements

Done-For-You Autonomous AI Agent Deployment

$3,500 – $12,500+ (3 tiers)

A self-managing, multi-agent AI workforce deployed directly into your own AWS account — zero-key IAM, Terraform IaC, GitHub Actions CI/CD, PM2 process management.

Terraform IaC package: EC2 provisioning, zero-key Bedrock IAM roles, scoped security groups
GitHub Actions CI/CD: automated lint, validation, zero-downtime deploy
Tiered scope — from a single agent daemon to a multi-agent suite with custom CRM/Slack/DB integrations

Modern Data Stack Starter Sprint

$5,000 fixed scope · 2 weeks

An enterprise-grade AWS data lakehouse foundation, built and handed over in a fixed two-week sprint.

Terraform IaC foundation: modular S3 buckets (raw/staging/analytics), IAM roles, security groups
Redshift/Athena schema design, table partitioning, dist/sort key strategy
dbt core transformation layers with automated data quality tests
Airflow/Step Functions orchestration with failure alerts and retry logic

Analytics & Dashboarding Sprint

$4,000 fixed scope · 2 weeks

We turn your data into insights: role-based dashboards and automated reporting your team actually opens, built on top of the warehouse you already have.

dbt semantic/metrics layer on your existing warehouse — one source of truth for every dashboard
Amazon QuickSight or Grafana dashboard suite: role-based views for execs, ops, and engineering
Automated refresh pipelines with KPI-threshold alerting to Slack/email
Full handover — dashboards, queries, and refresh jobs, no vendor lock-in

Enterprise AWS Infrastructure Migration

$10,000 fixed scope · 4 weeks

Get off legacy on-prem, bare-metal, or unmanaged EC2 infrastructure permanently — a complete, production-hardened AWS migration with zero-downtime cutover.

Week 1 — full infrastructure audit and risk-scored migration blueprint
Week 2 — Terraform foundation: VPC, ECS Fargate, RDS Multi-AZ, ALB, WAF
Week 3 — containerized service migration, blue/green deploy, zero-downtime DB migration via AWS DMS
Week 4 — CloudWatch dashboard, SNS alerting, runbook, live team handover

AI, Excel & SQL Training for Teams

$1,500 per session · half-day, up to 12 seats

Hands-on training that turns your team into confident daily users of AI tools, Excel, and SQL — not another deck nobody opens.

AI tools training: prompt engineering, Claude/ChatGPT workflows, and safe day-to-day use of AI
Excel training: formulas and pivot tables through Power Query and dashboard-ready models
SQL training: querying, joins, and building the reports your team currently waits on someone else for
Custom curriculum built around your team's actual data and tools, not generic slides

How we work

Fixed price, fixed scope, no consulting-by-the-hour surprises

Everything is IaC

No click-ops. Every resource is reproducible, auditable, and version-controlled Terraform.

You own it

The full Terraform repo and runbooks are handed over. No vendor lock-in to us.

Zero-key security by default

IAM instance profiles, not hardcoded credentials — every engagement ships this way.

Observability included

You go live with real CloudWatch visibility, not flying blind on day one.

Get started

Tell us what you're running, and where it's hurting.

A short email is enough — what's running today, what's breaking or costing too much, and which of the five engagements above sounds closest to the problem.

hello@orfalabs.com