NeoTek Solutions Insights are practical AI guides for operations, IT and business leaders in Middle Tennessee and beyond. They give plain answers on AI readiness, generative AI, AI agents, AI-assisted coding, healthcare privacy and build-or-buy choices. The NeoTek Solutions team in Nashville, which plans, builds and runs practical AI, writes each guide.
AI decisions are business decisions. You need to know what to try first, what it will take, and where the risks sit. Each guide is meant to help you make a better decision this quarter, not someday.
What You’ll Find Here
Our guides focus on the questions we hear most from leaders who are ready to move past experiments. Topics include:
- AI readiness and strategyHow to judge whether your goals, data, systems and people are ready.
- Generative AIHow large language models (LLMs), the AI behind chat assistants, can answer questions from your own documents.
- AI agents and automationHow AI systems that take steps toward a goal can handle routine operations work.
- AI in software deliveryHow coding assistants change the way software gets built, and where caution matters.
- Governance and complianceHow to use AI responsibly, including in regulated fields like healthcare.
- Build, buy or hireHow to choose the right path to adopt AI for your situation.
Start With These Guides
The AI Readiness Checklist for Middle Tennessee Businesses
A practical checklist covering goals, data, systems, security, people, governance and budget. Use it to spot gaps before you commit money to an AI project. Read the AI readiness checklist.
Using Generative AI in Healthcare Without Putting PHI at Risk
How providers, payers and health tech companies can use generative AI while protecting patient data. It covers business associate agreements, safer architecture and vendor questions. Read the healthcare PHI guide.
RAG vs. Fine-Tuning: Which Does Your Business Need?
A plain-language comparison of two ways to make AI work with your own information. Learn the trade-offs in cost, freshness, accuracy, privacy and upkeep. Read RAG vs. fine-tuning.
Eight RAG Architectures, From Basic Search to AI Agents
How naive, hybrid, HyDE, corrective, multimodal, graph, adaptive and agentic RAG find evidence, and when each is worth the extra cost. It includes diagrams, use cases by industry and a symptom-based guide to choosing. Read RAG architectures explained.
How AI Coding Assistants Speed Up Software Delivery — and Where They Don’t
A balanced look at where AI coding tools help developers and where they create risk. It includes guardrails and sensible ways to measure results. Read the AI coding assistants guide.
Five Practical First AI Agent Projects for Operations Teams
Five concrete starter projects, each with the process, the agent’s role, the human checkpoint and success measures. A good fit for teams that want a focused pilot. Read the first AI agent projects guide.
Build, Buy or Staff Up: Choosing How to Adopt AI
A decision framework comparing off-the-shelf AI tools, custom builds and hiring or augmenting staff. It includes a side-by-side table to guide the conversation. Read the build, buy or staff up guide.
RAG Use Cases by Industry
These guides show how retrieval-augmented generation works for one real use case in each industry we serve, from the first architecture to rollout.
- Healthcare contact centerscited answers to benefit, coverage and billing questions for agents.
- Financial policy questionscurrent, approved policy answers for bank and insurance staff.
- Resident servicespublic answers grounded in official agency content.
- Maintenance and SOPstechnicians search manuals and work orders by fault code.
- Retail service teamsreturns, shipping, promotions and store procedures.
- Logistics exceptionscontract-backed answers when shipments go wrong.
- Music rights and catalogscontract terms, rights and catalog search.
How NeoTek Solutions Can Help
Reading is a good start. When you are ready to act, our team can help you plan and deliver:
Frequently Asked Questions
Who writes the NeoTek Solutions Insights articles?
Our own consultants and engineers write them, based on the questions business and IT leaders bring to us and the work we do for clients. The guides are general information, so check anything regulatory with your own compliance or legal team.
How often do you publish new guides?
We add a guide when a question keeps coming up in our client work or when the tools change enough to alter our advice. Check back on this page for the latest articles, and tell us if a topic you need is not covered yet.
Can we request a topic?
Yes. If your team is weighing an AI decision that is not covered here, tell us about it. We use these requests to decide what to write next. Send us your topic.
How do we get help applying these ideas to our organization?
Start with our free AI readiness assessment, and we will show you where you stand. You can also book a free AI consultation and talk a specific project through with our team. Either way, you leave with a clear next step and no commitment.
Put These Ideas to Work
Find out which AI opportunities make sense for your organization and what it will take to get there. Take the free AI readiness assessment or book a free AI consultation.