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AI Integration & Automation.

LLM-powered chatbots, document processing, workflow automation, and internal AI copilots that save real hours — not just impressive demos. We build the intelligent layer your business actually uses every day.

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Typical timeline
4–8 weeks
Engagement
Fixed scope
Models
Claude + GPT

What's included

Intelligence that
does real work.

Practical AI that earns its keep — grounded in your data, integrated with your tools, and measured on hours saved rather than demo polish.

01
LLM Applications

Chatbots, copilots, and assistants built on Claude and GPT — grounded in your data with retrieval, so answers cite real sources.

02
Document Processing

Extract, classify, and structure data from contracts, invoices, and forms — with OCR and LLMs replacing manual entry entirely.

03
Workflow Automation

Connect your tools and let AI handle the repetitive middle — triage, routing, summaries, and follow-ups that ran on human time before.

04
Internal Copilots

Private assistants trained on your knowledge base — so your team gets instant, accurate answers without digging through wikis.

How we work

Proof first,
then scale.

We start with the workflow, not the model — proving value on a real use case before scaling it across your business.

01
Identify
We find the highest-leverage workflow — the one eating the most hours — and define what success looks like in numbers.
02
Prototype
A working proof-of-concept on your real data, fast — so you can judge accuracy and value before committing to a full build.
03
Integrate
We wire it into your existing tools and data, with guardrails, evals, and monitoring so it stays accurate in production.
04
Scale
Once it's proven, we roll it out — plus 30 days of tuning to keep quality high as real usage grows.

Tech stack

Tools we reach for.

Model-agnostic by design — we pick the right engine for the job and keep you free to switch.

Claude APIOpenAILangChain FastAPIPythonPinecone pgvectorRAGWhisper LlamaIndexAWSDocker

More services

Explore the rest.

Service 02
Web Design & Dev

Stunning interfaces and robust web apps that convert.

Service 03
Business Systems

Custom CRM, ERP modules, and SaaS platforms built for your workflows.

Got hours to
win back?

Book a free 30-minute call. We'll find your highest-leverage workflow and tell you exactly what AI can — and can't — do for it.

Book a free call