Embed a senior AI engineer. Ship in 30 days.
Sit in your repo. Leave a production system your team can run. Then stay, hand off, or hire. Not a chatbot SKU.
You do not need an AI team. You need one engineer inside the work who can ship the first production use case before the quarter ends.
Hiring a senior FDE is a 60–90 day search at $200k+. Aetheris ships the first system in 30 days for a fixed sprint. Same motion Palantir sold — without pretending we are Palantir.
One offer.
Three ways in.
Every deal starts with a scope call. Paid work is a diagnostic, then a sprint, then an optional embed. No unpaid builds. No brochure sites.
Three packages. No fourth until one is sold.
Internal knowledge that answers
RAG on your docs, tickets, and SOPs. Evals and a human in the loop. Not a chatbot toy that hallucinates policy.
Revenue capture on what you have
Qualify, book, and follow up on the site or CRM you already run. The Care Finder / RoadWise pattern.
Kill the spreadsheet
One ops tool in production: intake, dispatch, claims, shortlists, registrations. Your team stops living in a tab.
From a stuck AI project to something in production.
Before
- The FTE search is still open
- A vendor left a demo nobody runs
- Knowledge lives in Drive and Slack
- Ops still runs on a shared spreadsheet
After a sprint
- One use case live in your repo
- Your team can operate it without us
- Success is a metric, not a slide
- Option to embed, hand off, or hire
Shipped systems.
Not concept art.
These are live products Frezer designed, built, and operates. Click through. Inspect the work the way a VP Eng would.
Dispatch
RoadWise Dispatch
Staff platform for a 24/7 truck-dispatching operation: site, billing, rate-conf extraction, and growth pipeline. Kill-the-spreadsheet in production.
Visit live site →
Finder
PA Care Finder
Directory of every licensed personal care home in Pennsylvania, family concierge shortlists, and operator featured. Revenue capture on a real demand surface.
Visit live site →Hydro
HealL Hydro
Client hydrotherapy site: assessment → plan → book. Sat with the operator, shipped the system they run, not a generic clinic template.
Visit live site →
Life
Word of Life
Church operations site with sermons, giving, and admin. Proof that embed work includes messy, real stakeholders — not only SaaS founders.
Visit live site →Scope. Ship. Leave it running.
20-minute scope
Free. We pick one use case or we say no. If it is not shippable in 30 days, we will tell you on the call.
5-day diagnostic
$5,000. Written spec, architecture, risks, and a 30-day plan. Credited to the sprint. You own the document either way.
4-week ship sprint
$22,000. Frezer embeds. Weekly demos. Production in your repo. Then stay, hand off, or convert to hire.
You hire the person
who ships.
Aetheris is Frezer Kifle. Enterprise AI/backend from Dun & Bradstreet. Full-stack ownership from fintech and healthcare. Client-facing delivery on live ops products. Not a staffing firm.
Frezer Kifle
9+ years shipping production software. At Dun & Bradstreet: FastAPI/Django services, LLM features, and RAG on enterprise financial data. Before that: owned the Finbit backend serving three client apps, and healthcare systems in the field.
LinkedIn →How we work
You get the engineer on the problem, not a junior bench. Frontend help can be scoped in when the sprint needs it. Code, docs, and infra are yours from day one.
Download the one-pager →Do you have a use case
that is actually shippable?
20 minutes. One use case. If it is not a 30-day ship, we will say so. Bring the stuck project, the open req, or the spreadsheet your team hates.