AI consulting & engineering · Production AI, cloud & compliance
We turn the manual, repetitive work that slows your business into AI that runs on its own. Built to production standards, governed by default, and traceable end to end, so the work takes care of itself and every decision holds up to scrutiny.
Built on the tools your engineers already trust
What we do
Most firms sell you one of these and hand off the rest. We run all five, so the automation we build is already audited, already cloud-ready, and already staffed to keep running.
We map the work people do by hand and rebuild it as event-driven pipelines in n8n, with LangChain agents on the judgment calls. Intake, triage, reconciliation, reporting. Humans approve, the system does the rest.
An independent read on how your data, models, and cloud actually behave, against the frameworks your customers ask about. You get evidence and a prioritized plan to fix what matters, not a checklist.
A structured review across all five pillars. We surface the risks hiding in your account, put a number on the reliability and cost wins, and hand you a fix list ranked by impact. Eligible workloads may qualify for AWS funding.
From legacy data centers and IBM i to modern AWS, planned with a real dependency map, executed in waves, and proven with rollback at every cutover. Your team stays in control the whole way over.
When you need the people, not just the plan, we place vetted AI, cloud, and compliance engineers, on contract, contract-to-hire, or direct, who ship from week one. Backed by the same teams who build for our clients.
Talk to our staffing teamUse cases
The fastest wins are the repetitive, rules-heavy work that already eats your team's week. A few of the workflows we are asked to automate most.
Invoices and receipts arrive, get matched to purchase orders, flagged if they are off, and posted to your ERP. Clean ones go through untouched, exceptions land on a person's desk with the reason attached.
Every ticket and email gets read, classified, and routed, with a grounded draft reply ready for your team to approve and send. The queue stops being the first thing they dread on Monday.
Document-heavy intake gets read, validated, and filed, with every extracted field linked back to the source page. No more copy-paste, and a citation for anything anyone questions.
Control checks and access reviews run continuously and file their own evidence. Audit season becomes a query you run, not a fire drill that swallows a quarter.
Not on the list? If it is repetitive, rules-driven, and slow, it is probably a fit. Tell us the workflow
How it works
Most "AI automations" are a script and a prayer. Ours are real systems: orchestrated, observable, reversible, and governed. This is the reference architecture we deploy.
Email, forms, webhooks, S3 drops, schedules, ERP and CRM changes. Every source of work becomes a typed event.
n8n routes every event and handles retries, branching, rate limits and idempotency. The durable backbone, so a single failure never loses work.
LangChain agents read context, call tools, and ground answers in your own data through retrieval, so the model acts on facts, not guesses.
Confidence thresholds, approvals, PII redaction and policy checks. Low-confidence cases escalate to a person, and everything is logged.
Results land in your ERP, CRM, warehouse and dashboards, with full traceability from source event to final action.
Why it matters Every run is traceable end to end. When your auditor asks who approved this, on what data, under which policy, the answer is one query away. That is the difference between a demo and a system you can put your name on.
Why Comnatix
The reasons teams keep us past the first project.
We do not hand over a clever demo that breaks under real load. Everything we ship is monitored, retried, and built to run unattended.
Approvals, audit logs, and policy checks are in from day one, not bolted on after security asks. Compliance is part of the build, not a tax on it.
It runs in your cloud, on your accounts, with your data. We document it, train your team, and leave you able to run it without us.
Open tools, readable workflows, and code you can see. If you want to take it in-house tomorrow, nothing stops you.
Engagement
A real sequence, not a sales funnel. You always know what is next, what it costs, and what you will own at the end.
Two weeks to map the workflow, the data, and the constraints. You leave with an architecture, an ROI model, and a fixed-scope proposal, even if you stop there.
We ship in increments you can see every week: orchestration, agents, and integrations wired into your real systems, in your cloud, under your control.
Before go-live, the same work is reviewed against your compliance frameworks and an AWS Well-Architected pass. Findings get fixed, not filed.
We document everything and train your team to own it, or stay on to operate and improve it. Your call. No lock-in, no black boxes.
FAQ
If it is repetitive, rules-driven, and touches a few systems, almost certainly. The discovery sprint exists to prove it before you commit, with an ROI model attached. If it is not a fit, we will tell you in week two, not month six.
Grounding and guardrails. Agents answer from your data through retrieval, every output carries a confidence score, and anything below threshold routes to a human. Low-stakes steps run automatically, high-stakes ones always get approval.
It stays in your cloud and your accounts. We build inside your environment, scope access to least privilege, and redact PII before it reaches a model. You can see exactly what was sent, where, and why.
No. We meet you where you are, including legacy data centers and IBM i, and migrate when it makes sense. If you are already on another cloud, we work there too.
The discovery sprint is two weeks. After that you see working increments every week, in your systems, not slideware. First automations are typically live in weeks, not quarters.
That is the goal. Open tools, documented workflows, and a handover that trains your people to own it. Keep us on to operate and improve it if you want, but you are never trapped.
The discovery sprint is fixed scope and fixed price, and the proposal that follows is too, so there are no open meters. Tell us the workflow and we will size it on the first call.
Bring one workflow that eats your team's time. We will tell you, on the first call, whether it is worth automating and what it would take.
Start a project
A short note is enough. We will come back with where automation, cloud, or audit would help first, usually within one business day.