Get it done, igorly.
igorly builds agents on a living map of how your business really works, then instruments everything, so ROI is a report you can pull, not a feeling you have to defend.
New vendor: Meridian Supply Co.
email → ap@ inbox
elapsed
4m 12s
returned
1.8h
steps
8/8
$50M+
per year
saved at a Fortune 500 med-tech by the applications and ontology layers the founder built.
500+
daily users
on that platform in production, in a regulated environment, not a demo
1
pilot
is all we ask to prove the value before you commit to anything bigger
0
lock-in
fixed price, defined finish line, clean handover if you walk
01 / What we do
Whatever the industry, the shape is the same: work your business runs on, done by agents that understand it, measured honestly. That's the whole company.
Custom agents built around your actual workflows: the manual, repetitive work your team does every day, automated to production grade. Not a chatbot bolted on the side. Systems that act, finish, and log what they did.
e.g. vendor onboarding: documents collected, records created in every system, owner notified. Finished, and logged.
Under every agent that works is what we call your ontology: a living map of your data, your systems, and how work actually moves between them. We build it with your team and keep it current, so agents act on how your company really works, not on a prompt's best guess.
e.g. “the Meridian account” means one exact thing to every agent you run. The same thing it means to your team.
Most companies can't tell what their AI actually returns, or where their teams' hours really go. We instrument the whole operation, agents and the people they work alongside: hours returned, costs cut, cycle times down. It becomes a report you can pull, not a feeling you defend in a budget meeting.
e.g. hours returned per workflow, per week. A dashboard your CFO can open, not a slide you assemble.
Built to production grade, every time
02 / How we work
Five steps, one measurable outcome at a time. The last step is the one most vendors skip.
01
Your stack, your constraints, your level of AI maturity. No rip-and-replace, no prerequisite “transformation.”
02
We map your data and workflows entirely: the ontology that lets agents understand your business, not just your prompts.
03
A working prototype fast, on your real data, scoped to one measurable outcome. Weeks, not quarters.
04
Your users work with it and we tighten it with them, until it holds up in the day-to-day, not just in the demo.
05
We stay on. Agents, ontology, and metrics maintained as your business changes, so efficiency compounds instead of decaying.
03 / Founder
Lance built the applications and ontology layers that saved a Fortune 500 med-tech more than $50M a year.
Production systems, used daily by hundreds of people, in a regulated environment where “mostly works” isn't an option.
igorly is that discipline, for hire. No layers between you and the person doing the work.
Lanceng Waise
Founder · AI systems, ontology, customer knowledge
04 / Why “igorly”
Not the genius in the spotlight. The one who understood the whole machine, kept it running, and never needed to be asked twice.
Start a pilot
We'll scope a fixed-price pilot around it and prove the value before you commit to anything bigger. One email starts it.
hello@igorly.comA person reads it. Usually the same day.
What to send
The workflow, in a sentence.
“Every new vendor takes us three days and four systems.”
Who does it today, and how often.
Roles and rough volume are enough.
The systems it touches.
Email, ERP, CRM, spreadsheets, the folder nobody talks about.