AI consulting & engineering

See what AI can do for your business. Then watch us build it.

Malonic helps businesses uncover where AI can save time and unlock revenue — from intelligent document ingestion to machine learning on large datasets. We start with a discovery call, then deliver a working proof of concept, free of charge.

Book a discovery call Book a discovery call Explore AI use cases

Free: Proof of concept
1 week: POC turnaround possible
Full-stack: Strategy to deployment

AI bottleneck check

Describe a bottleneck. Get a real recommendation.

Tell us where your business gets stuck. Our AI will tell you honestly whether AI, a custom app, or both is the right fix — then you can book a call to dig in.

What we do

From AI strategy to shipped software.

AI strategy & discovery

We listen to your problems on a discovery call, identify where AI can realistically help, and prove it with a free proof of concept — no hype, no obligation.

Discovery call
Free proof of concept
Build vs. buy guidance

AI solutions & automation

We design and build practical AI: document ingestion, machine learning on your data, smart email routing, and automated reporting — with a human in the loop.

Document intelligence
ML on large datasets
Workflow automation

Full-stack engineering

Production-grade web apps, APIs, and cloud infrastructure built to scale and easy to operate after handoff — in whichever stack fits your business.

Python, Java, Go
Next.js, React, Angular
AWS, Terraform, CI/CD

Where AI can help

Practical AI for everyday business problems.

You don't need an AI roadmap to get started — just a problem worth solving. Here are a few of the ways we put AI to work for businesses.

Intelligent document ingestion

Turn unstructured PDFs, contracts, and forms into clean, structured data automatically — no more manual data entry.

Machine learning on large datasets

Make sense of the data you already have, with models that surface insights and power real-time responses.

Precise email sorting & routing

Classify and route incoming email accurately so the right message reaches the right person or system.

Receipts & expense reporting

Automatically read business receipts and generate the spreadsheets and expense reports your bookkeeping needs.

Conversational search over your data

Replace clunky query screens with a single natural-language interface your team can just ask questions to.

Custom AI workflows

Have a repetitive, judgment-heavy process? We design an automated, human-in-the-loop workflow around it.

Delivered in:PythonTypeScriptNext.jsReactAngularJavaSpring BootGoAWSTerraformPostgreSQL

How we work

Start with a free proof of concept.

No big commitment to find out if AI can help. We prove the value first, then build it.

Discovery call

We listen. Tell us about your business and where things slow down — we'll spot where AI can realistically help.

Free proof of concept

We build a working POC at no charge, demonstrated over Google Workspace — in as little as one week.

Solution proposal

We present a clear path forward: what we'd build, the impact it delivers, and what it takes to get there.

Build & deliver

We ship the full solution, catering to any development lifecycle, with visible progress tracked live in your portal.

Proven delivery

The kind of work we deliver.

Representative of the AI and full-stack systems we've shipped in production. Your engagement gets the same rigor — proven first with a free proof of concept.

AI pipeline

Spec-to-production automation

An AI pipeline that turns architecture specs into production artifacts — generating tickets, documentation, and scaffolded infrastructure automatically.

Weeks of work, automated

Document AI

Intelligent document processing

A serverless platform on AWS Bedrock that converts unstructured documents into structured data at scale, with human review in the loop.

Hands-off data entry

Conversational data search

An LLM-backed natural-language search that replaced multi-page query interfaces with a single conversational experience.

Faster answers, lower cost

Leadership

A boutique studio built for businesses ready to compete.

Large organizations are already using AI to work smarter — processing documents, automating workflows, and turning data into answers. Malonic exists so small and mid-size businesses can do the same. We focus on whether AI is a good fit for your problem; when it is not, we will tell you and recommend other ways to increase productivity — then build what actually helps.

Duston Malone

Founder & CEO

Duston Malone founded Malonic after seeing a widening gap: Fortune 500 companies were already using AI to process documents, automate workflows, and make sense of their data — while smaller and mid-size businesses were told it was out of reach, too expensive, or too risky to try.

Malonic closes that gap with an honest, outcomes-first approach: listen to the business problem, evaluate whether AI is actually the best lever, and tell you plainly when a simpler fix — better tooling, workflow automation, or integration — will get you there faster. When AI is the right fit, we prove it with a working proof of concept at no charge before you commit to a full build.

His background spans AI product delivery, cloud architecture, and turning complex technical work into things teams actually use — from intelligent document processing and conversational search to the infrastructure that keeps it running in production. That combination is what lets Malonic move fast, stay practical, and build solutions sized for businesses that need results, not research projects.

8+ years across AI, full-stack, cloud & DevOps
AI strategy that ships, not slides
Right-fit solutions — AI when it helps, other paths when it doesn't
Enterprise-grade capability, built for SMBs
Free proof of concept before you commit
Hands-on leadership through delivery

Founder-led from discovery through delivery
AI when it's the right fit — we'll say so when it isn't
Other paths welcome: automation, integration, and productivity wins
Prove it first — a free proof of concept
Production-ready: tested, documented, and operable

Testimonials

What clients say.

“Duston moved my WordPress site to the cloud. It loads faster and costs less to run than what I had before. He also set up a simple back-end button that uses AI to refresh my page metadata — stuff I never kept on top of — and my monthly traffic has roughly tripled since.”

Contact

Tell us about your business.

Share a few details and we'll set up a discovery call — your proof of concept is on us. Prefer email? Reach us at contact@malonic.ai.