Retrieval & RAG
Ground it in your knowledge
Design retrieval around approved sources. Check whether answers are supported, current and appropriate for the person asking.
AI engineering & business automation
AI agents that prepare quotes, follow-ups, briefs, and updates from the tools and documents you already use.
The system prepares the work. A person still reviews anything that should not go out on its own. The first step is a free 30-minute workflow conversation.
Prepared for your team. Not sent automatically.
The AI practice of Vialynx Inc. · New Jersey, USA
Scoped access. A checkable output. Human review before action.
Retrieve approved account context
✓Draft the brief with source references
✓Flag missing details for review
✓BUSINESS CONTEXT.
CONNECTED INTELLIGENCE.
What we design & build
From the first use case to the integrations around it. Choose a focused AI project with a clear job and an outcome you can check.
Start with one frequent task. The agent prepares the quote, brief, reply, or update. A person reviews and decides.
Explore the solution 02Turn a defined set of your documents into answers your team can check, with sources and gaps flagged.
Explore the solution 03Answer from approved information, capture the enquiry with context, and hand it to a person for the next step.
Explore the solutionA clear use case. A working pilot. Evidence for the next decision.
The agent reads the permitted CRM record, prepares the next step, and writes only the fields you name. A person still owns the decision.
Websites from $399. Monthly support from $29. Add AI chat, connected enquiries and ongoing SEO for your website and Google Business Profile with Engage or Grow. We handle the agreed work and report what to improve next.
See Growth plansThe engineering behind the experience
Our approach brings together the knowledge, integrations and checks that turn an AI idea into a business workflow.
Retrieval & RAG
Design retrieval around approved sources. Check whether answers are supported, current and appropriate for the person asking.
APIs & agent workflows
Define the tools an agent can use, validate its inputs and put permissions in the application—not just in a prompt.
Evaluation & review
Use representative questions and failure cases. Assess answer quality, tool use and the effort needed to review the result.
Logs, limits & handover
Agree usage limits, exception handling and the people responsible for updates. Make ongoing care part of the scope.
Task first. Architecture second. Model choice follows.
Explore our approachFind your first AI opportunity
Start with a familiar task. We’ll connect it to a practical kind of project.
An interactive guide. Illustrative recommendations.Agent prepares the draft or form; person reviews and sends.
Explore this solutionSelected work
We design the website, then run AI workflows that support search visibility, local presence, content and customer follow-up—guided by each business’s own information and performance data.
See all our work
THE EDUCATION JOURNEYFrom a course page to a counsellor’s WhatsApp follow-up.
Client · In use
WEEKLY VISIBILITY & CONTENTSEO, Business Profile posts, articles and analytics reports, every week.
Client · In use
EDITORIAL PUBLISHINGAgent-prepared articles that a named reviewer checks before they go live.
Our own business · In useThe connected digital foundation
We also build the websites, search content and customer journeys that bring people into your connected business.
Practical AI insight
Before your first AI project
A focused use case, a written scope and a team that understands what happens after the demo.
With one boring, frequent problem. Bring that task, the tools it touches and what a good result looks like. A free 30-minute conversation helps identify a focused use case and what a scoped pilot should include. We will tell you if it is not frequent or checkable enough.
Pricing is quote-based. We separate the initial build, ongoing service, software or AI usage, and advertising spend. The written scope explains what is included before work begins.
Yes. Agenticures is a practice of Vialynx Inc., based in North Brunswick, New Jersey. Projects can be delivered remotely, with access and review arrangements agreed together.
Yes. The default is to work inside the CRM and systems you already have. We review your documents and available APIs before recommending changes. ViaCRM is an option only if it makes the specific job simpler.
Outputs include source references or notes. Gaps are flagged. A person reviews before anything goes out. We agree representative test cases, including failure cases, before rollout, and we account for human review effort, response time and operating cost.
Ongoing care is scoped separately. It can cover website updates, integration checks, content, AI-answer reviews and reporting, with clear limits and responsibilities.
No. The agent does the preparation. A person still reviews and decides, especially on anything hard to undo.
Access is limited to what the job needs. Permissions sit in the application. Nothing is sent or deleted automatically unless that is later agreed in writing. All of this is in the written scope before work begins.
Your next AI project starts here
Show us the task, the information and the tools involved. We’ll help you shape a useful first project.