// AI & Automation
Practical AI that does real work for your business.
Large language models are finally good enough to take on the repetitive reading, writing, and sorting that eats up your team’s week. We help you find the tasks where AI pays off, build it into the tools you already use, and put guardrails around it so it stays accurate and private.
// What we do
AI & Automation services
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AI assistants & chat
Assistants that answer questions from your own documents, policies, and product information, for staff or for customers.
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Document processing
Pull structured data out of invoices, intake forms, contracts, and emails, then route it where it needs to go.
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AI agents
Multi-step automations that can look things up, fill in systems, and draft responses, with a human approving the important steps.
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Retrieval over company knowledge (RAG)
Search that understands meaning, not just keywords, across your shared drives, wikis, and archives.
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Guardrails & evaluation
Testing, monitoring, and access controls so AI output stays accurate and sensitive data stays where it belongs.
// Typical projects
Where most clients start
Every project is scoped to your needs, but these are common starting points.
- 01
AI readiness workshop
A short, focused engagement to map your processes, rank AI opportunities by payoff, and leave you with a concrete plan.
- 02
Pilot in weeks, not months
Take one high-value workflow, such as invoice entry or customer email triage, and get a working AI version in front of your team.
- 03
Production rollout
Harden a successful pilot with monitoring, cost controls, and training so it becomes part of how you work.
// Stack
Tools we work with
- Claude
- OpenAI
- AWS Bedrock
- Azure OpenAI
- LangGraph
- pgvector
- Model Context Protocol
// FAQ
Common questions about ai & automation
Is AI actually useful for a small business?
Often more than for large ones. Small teams lose a bigger share of their week to data entry, email, and paperwork, and that is exactly the kind of work today’s AI handles well. We start with one workflow and measure the time saved before expanding.
Will our data be used to train AI models?
No. We use business-grade AI services that contractually do not train on your data, and when privacy requirements call for it we can run models inside your own cloud account.
What does an AI project cost?
It depends on scope, but most engagements start with a small, fixed-price pilot so you can see results before committing to more. We’ll give you a clear estimate after an initial conversation.
// Related
Works well with
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Data & Machine Learning
Turn scattered spreadsheets into reliable pipelines, clear dashboards, and models that forecast what comes next.
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Cloud Infrastructure
Secure, right-sized infrastructure on AWS, Azure, or GCP: designed, migrated, and managed so you never think about servers.
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DevOps & Platform
Automated builds, deployments, monitoring, and backups so your software ships safely and stays up.
// Contact
Let’s talk about what’s next.
Tell us what’s slowing you down, whether it’s a stubborn manual process, an aging server, or an AI idea you want to test. We’ll help you figure out where to start.
Book a consultationPrefer writing? Send us a note with the form.