AI-Powered Business Process Automation
AI automation, data, and cloud systems that ship — and keep running.
Attolia is a U.S.-incorporated engineering firm that builds and supports AI-powered automation and data systems for growing businesses and enterprise teams. Our focus is simple: turn AI and cloud capability into production systems that earn their keep — not demos that stall.
One team owns scope, build, deployment, and support — no hand-offs, no finger-pointing.
Who we are
Senior engineering depth with a delivery-first operating model.
Attolia is a U.S. firm established in 2026. Our strength comes from a team with senior backgrounds across enterprise healthcare IT, cloud, and security — experience we bring to every engagement, while being clear about what we have delivered under the Attolia name so far.
01
Registered U.S. company
An Indiana C-Corporation, structured for long-term client and enterprise relationships.
02
Experienced team
Senior engineering backgrounds across healthcare, cloud platforms, and security practices.
03
Built to deliver
Founder-led execution focused on shipping, measuring, and maintaining systems in production.
What we do
Five service areas, one accountable partner.
We work across five connected areas — AI automation and agents, machine learning and MLOps, data and document pipelines, security and cloud assurance, and cloud infrastructure and DevOps — so one team can take a problem from idea to running system.
AI
AI Automation & Agents
Multi-agent LLM systems for documents, retrieval, and workflow automation.
ML
Machine Learning & MLOps
Model pipelines, deployment patterns, evaluation, and drift monitoring.
DP
Data & Document Pipelines
ETL, PDF extraction, and reporting outputs designed to be ERP-ready.
SC
Security & Cloud Assurance
Secure code review, threat modeling, and AWS-focused hardening.
CI
Cloud Infrastructure & DevOps
AWS and Azure delivery, containers, infrastructure as code, CI/CD, and monitoring.
How we work
A disciplined path from problem framing to supported production system.
Four stages — scope, build, deploy, support. We own the requirements, documentation, and adoption work that many vendors leave to the client.
1
Scope
Map the problem, constraints, and measurable outcomes before implementation begins.
2
Build
Design and develop in short, reviewable increments rather than opaque long cycles.
3
Deploy
Ship into your cloud environment with security controls and documentation in place.
4
Support
Monitor, maintain, and iterate after launch so the system improves in production.
Case study
Accurate weekly pricing across 71 catalog items for a building-products distributor.
Our first delivered engagement. Every week this distributor has to reprice 71 lumber products from a dense, multi-page industry report — prices that move constantly. Doing it by hand was slow, but the real risk was a single wrong number quietly eroding margin on every sale. We automated the entire cycle.
71
volatile prices verified and repriced automatically every week — no manual lookups, no transcription errors, no margin lost to a stale number.
A weekly scramble through a dense PDF
Each week, someone pulled current prices for all 71 products from a long, dense industry report, applied freight and conversion math in a spreadsheet, and emailed the result — two to four hours of careful, error-prone work, every single week.
An end-to-end extraction and pricing pipeline
Attolia built a pipeline that reads the weekly report, extracts the right price for each of the 71 products, runs the freight and conversion calculations, outputs a clean pricing file, emails it on schedule, and feeds a Power BI dashboard for week-over-week tracking.
Right prices, every week, hands-free
A repeatable, hands-off process: all 71 prices correct every week, the manual effort gone, and one always-current Power BI dashboard. The time saved is real — but the bigger win is margin protected on every sale by never shipping a stale price.
Technical capabilities
The stack behind delivery.
The tools we reach for most, grouped by where they fit — from AI and LLM work through backend, data, cloud, DevOps, and security.
AI & LLM
ClaudeOpenAIAWS BedrockRAG / QdrantEmbeddingsLLM evaluation
Backend & Data
Python (FastAPI)REST / GraphQLPostgreSQLMS SQL ServerETL pipelinesTesting
Cloud & DevOps
AWSAzureDockerTerraform (IaC)CI/CDMonitoringIAM
Security
Secure code reviewThreat modelingAWS securityGenAI / LLM security
Practices
HIPAA-awareDocumentationCode review
Why Attolia
Positioned around outcomes, ownership, and maintainability.
We compete on what happens after the build — outcomes over output, end-to-end ownership, secure and compliant delivery, flexibility across AWS and Azure, and systems your team can actually operate and extend.
Outcome-focused
Success is defined in business results rather than in the volume of deliverables produced.
End-to-end ownership
Architecture, build, deployment, and production support stay with one team instead of multiple hand-offs.
Secure & compliant
Security-first delivery and HIPAA-aware practices for privacy-sensitive environments.
Vendor-flexible
Fluent across AWS and Azure, so we fit your environment instead of forcing our own.
Measurable & maintainable
Documented, tested, and built for long-term operation and extension.
Single accountable partner
Broad technical coverage under one accountable engagement — a single point of ownership.
Ways to engage
Start small or scope a full build.
Three ways to work with us. Most clients start with a pilot — we scope the work first, then talk commercial terms.
Pilot / Proof of Concept
A fixed-scope engagement to prove value on a single workflow in a few weeks.
Fixed-Scope Project
A full build with defined deliverables, timeline, and acceptance criteria.
Managed Support / Retainer
Ongoing development, monitoring, and iteration for live production systems.
Next step
Let’s start with a focused pilot.
Start with a discovery call. From there we scope the work in writing, then deliver a contained pilot you can judge on results.
Discovery call
We learn your priority workflow and its constraints.
Scoped proposal
A written scope with timeline and clear success measures.
Pilot build
We deliver and demonstrate on a contained problem first.