AI
Hedronite adds AI to a product or an operation you already run: model features with guardrails and evaluation, a helpdesk where a technician closes every loop, or an operations layer on infrastructure you already have.
The price is one of five bands: <$5k, $5k–$10k, $10k–$20k, $20k–$30k, or $30k+.
Every tier includes a monthly retainer of 5–10% of the build fee.
The usual problems
The AI integration catalog on the Solutions page is three kinds of work. Each one fails in a specific way when the model is unsupervised. This page says those three out loud.
A helpdesk that drafts a response is useful. A helpdesk that sends it, with no technician in the loop, is a product you cannot stand behind. The catalog requires a technician to close every loop.
A feature wired into the product with no evaluation will be confident and wrong in front of a real user. Guardrails and evaluation are part of the integration, not a follow-up ticket.
An operations layer that summarizes and groups alerts can give a small team its night back. Dropped on top of an undefined system, with no person deciding what is real, it adds a second source of noise.
The work
Three offers, the same three already listed under AI Integration on the Solutions page. We do not invent a fourth on this page.
LLM features wired into your product, with guardrails and evaluation. The feature has a way to refuse, a way to be checked, and a person who can turn it off.
Ticket triage, routing, and draft resolutions. A technician closes every loop. The model does not send the final word to a customer on its own.
AI-assisted anomaly detection, alert correlation, and incident summarization, so on-call chases signal rather than noise. It sits on the infrastructure you already have. It does not require you to replace that infrastructure to get the summary.
We will not leave a model unsupervised. We will not point a model at a system we have not been asked to touch. A security review remains a separate, authorized engagement.
The engagement
The catalog
The same services, the same five bands, and the same contact.
Pricing
A one-time build fee and a 5–10% monthly retainer for sustained upkeep.
Every tier includes a monthly retainer of 5–10% of the build fee.
Questions
Hedronite LLC can. Evan Eugene Pincham, the founder and Systems Architect, is who you work with. Product features ship with guardrails and evaluation. A helpdesk keeps a technician closing every loop. An operations layer summarizes infrastructure you already run. Start at [email protected].
Product integration: LLM features in your product, with guardrails and evaluation. An AI-assisted helpdesk: triage, routing, and draft resolutions, with a technician closing every loop. An AIOps layer: anomaly detection, alert correlation, and incident summarization on infrastructure you already run. Those are the three bullets on the Solutions page.
A person closes the loop the model opens. Helpdesk drafts are not sent to a customer without a technician. Product features have evaluation before they are available to users, and a way to turn them off. The operations layer correlates and summarizes. A person still decides what is an incident.
Only at the infrastructure the engagement names, and only for the operations layer you asked for. We do not probe a system because a model can reach it. An authorized security review is a separate engagement and starts with written permission.
The price is one of five bands: <$5k, $5k–$10k, $10k–$20k, $20k–$30k, or $30k+. Every tier includes a monthly retainer of 5–10% of the build fee. AI integration uses the same five bands as a website. There is no unpublished AI price. Every engagement is scoped on a consult.
Start here
Law firms, medical practices, ecommerce, DevOps and site reliability, and AI integration. Each page says what Hedronite does and what it costs.
Hedronite designs, builds, and hosts the public website for a law firm: practice areas in plain language, attorney biographies, and a consultation path that works on a phone.
Read the answer WebsitesHedronite designs, builds, and hosts the public website for a medical or clinic practice: hours, location, insurance, and a way to book a visit, with protected health information kept off the public pages.
Read the answer WebsitesHedronite designs, builds, and hosts ecommerce sites for small shops: a catalog, and a cart with payment and shipping when the shop needs the site itself to take the order.
Read the answer OperationsHedronite sets up CI/CD, Terraform, Kubernetes, and monitoring for a small team that does not have a platform group, and stays on for the operations after the first pipeline is real.
Read the answerContact
Say which of the three you need, and what a person must still approve. We will tell you what the first engagement covers and which band it sits in.
Currently accepting new engagements