How Aithrex solves the problems hiding in your systems.
Across cloud accounts, runtime telemetry, and hiring at volume, the hardest problems are rarely about one resource or one record. They live in the relationships between things, where waste and risk go quiet. Aithrex reads those relationships as a connected system, reasons over them, and proposes the next safe step as a change you can read before it runs. The same method runs underneath every product we build.
A worldview before it is a product.
Our products look different on the surface, but they resolve a problem the same way. The pain is rarely a single number or a single record; it is the connections nobody has time to trace, a graph of a cloud account, a graph of runtime signal, the structure buried in a stack of unstructured resumes. So we read the system as a connected graph, reason across what the relationships imply, and hand back a next step you can read, approve, and reverse.
Read the system, not the parts.
Reason over the relationships.
Propose the next safe step.
Keep the fix inside your stack.
One method, pointed at three different problems.
Cloud cost and security, observability, and hiring at volume look like separate worlds. The same method, read the system, reason over the relationships, propose a step you can review, answers all three; each product is where that method meets a different surface. Here is each problem in the words of the person feeling it, how the method answers it, and the product that carries it. Two are available today; one is in active development, and we say so plainly. We speak about outcomes as architecture, posture, and effort, never as guaranteed savings.
Quiet waste and hidden risk in your cloud.
A billing line or an open finding catches your attention, but the number is rarely the story, the architecture is. Same-region traffic leaving and re-entering the network, an access path nobody meant to leave open, posture that drifts faster than anyone can audit it, all compounding while the team ships.
Infratrix reads your AWS account, VPCs, subnets, route tables, storage, and IAM, plus path-level VPC flow log shape where you've already exported it, as one graph, and finds the cost and security relationships hiding between resources that a per-resource tool would miss: a path that exits and re-enters the network, an access route left open. The fix comes back as a review-first Terraform plan you approve.
Available on AWS today, with GCP in parallel. Infratrix proposes and explains the change; you review and approve every apply, and the apply controls (stored inverse, customer-held kill switch) are documented on the security page. We do not promise a percentage saved, only a connected view and a plan you can read first.
Telemetry you cannot move without lock-in.
Your observability data is some of the most sensitive you have, yet the usual path ships it to a vendor and lets the bill and the lock-in grow with it. When something breaks, you still spend the on-call hours stitching signals together by hand to work out what the data is even saying.
The Observability Platform is being built bring-your-own-cloud, so telemetry stays in the account that owns it, and it is designed to use agentic AI to help triage and explain what the data is telling you, the same read-the-system-and-reason method applied to runtime signal.
In active development, described as design intent, not shipped fact. The full data-path and access detail will be documented on the security page before general availability; until then we make no runtime or retention claims.
Manual screening drag, at volume.
Reading resumes one by one does not scale. Whether you are a candidate sizing up roles or a team screening a stack of applications, the signal you need is trapped in inconsistent documents, and the manual matching eats time nobody has.
The Resume Parser & Job Finder pulls structured fields out of a resume and matches them against live roles, turning inconsistent documents into signal a person can scan. It grew from a portfolio project into a standalone product.
Available today. It does structured parsing and role matching; we publish no accuracy figures and no security spec we have not documented. It informs screening, it does not replace your judgment about a candidate.
See the method against your own infrastructure.
Infratrix is where the method ships today, so the demo runs against your AWS account: thirty minutes, read-only. We run it live, walk the reasoning behind each finding, and show you the exact Terraform it would propose. Nothing applies, and access stays scoped and revocable.