ADVISORY
Know what’s worth automating.
A structured working session with founders and operators. We map where time and money leak, and leave you with a prioritized roadmap — whether or not you build with us.
lirium
AI SYSTEMS STUDIO · MIAMI / PANAMÁ
AI systems built with Fortune 100 discipline.
An independent studio bringing seven years of Fortune 100 governance-platform engineering to businesses that have outgrown spreadsheets.
PRACTICE EST. 2019FORTUNE 100 CLIENTELEENGLISH / ESPAÑOL
WHAT WE DO · HOW WE ENGAGE
From duct tape to discipline.
THE OLD WAYEVERY WEEK
TIME SPENT ON ADMIN11 hrs / weektyping invoices, counting stock, chasing payments
MONEY SITTING OVERDUE$8,400nobody noticed invoice 0043 was never sent
HOW WORK GETS DONEBy hand, ×6 toolsthe same order retyped into three different places
SYSTEMS
Purpose-built platforms.
Invoicing, inventory, client portals, internal dashboards — engineered around how your operation actually runs, delivered production-ready. Not a prototype, not a template.
AI OPERATIONS
Models, put to work.
Document processing, customer response drafting, reporting that writes itself. Applied where it pays for itself, skipped where it doesn’t.
DIRECT TO PRINCIPALThe person who scopes your system is the person who builds it.
FIXED SCOPE, IN WRITINGDeliverables, timeline, and cost agreed before work begins.
YOUR DATA STAYS YOURSNDA by default. Never used to train models.
BUILT TO HAND OVERDocumentation, clean ownership, no lock-in.
SELECTED WORK
See the work.
Controls — Q3 AttestationAUDIT READY
Overview
Controls
Findings
Audit trail
Reports
Controls
1,204
Open findings
3
Coverage
100%
AML-114Transaction monitoring
PassedREG-207Reg W attestation
PassedSOX-031Access recertification
In reviewKYC-482Beneficial ownership
Passed2019–PRESENT
Enterprise practice
Seven years designing and delivering governance, risk, and compliance platforms for Fortune 100 financial services companies — systems that govern regulatory obligations, audit trails, and risk workflows at institutional scale. The client work is under NDA. The standard it demands is the one every Lirium engagement is held to.
SECTORFortune 100 financial services
SCOPEGovernance, risk & compliance platforms
SINCE2019, ongoing
STATUSUnder NDA
Night Shift — OperationsUNATTENDED · 41 DAYS
Sprint backlog groomed — 6 tasks queued
Planner · 02:14
Invoice export built, tests passing
Engineering · 02:16
Overnight inbox triaged, 3 flagged
Ops · 02:16
Payouts reconciled vs ledger
Ops · 02:31
Crew
Planner
plans & reviews
Engineering
builds & tests
Ops
scoped routine work
Human input
None
2026
Night Shift
The employee that never clocks out. A fully autonomous operator the studio built and runs on its own infrastructure, working an agile cadence around the clock: serious reasoning owns planning and review, and scoped work is delegated to specialized agents where the economics make sense. Capability where it matters, economics where it doesn’t.
RUNS ONDedicated in-office hardware
OVERSIGHTReview before anything ships
PATTERNDelegation to specialized agents
CADENCEAgile sprints, 24/7
2025
Etiqa Health
A nutrition-intelligence app designed, engineered, and shipped end-to-end by the studio — product spec, AI scoring pipeline, mobile builds, and App Store and Google Play release. Live and in users’ hands today.
PLATFORMiOS + Android
ROLEProduct spec → store release
ENGINEAI nutrition scoring pipeline
STATUSLive
FNTZ — Week 84 LEAGUES SYNCED
Proj record
9–3
Injury alerts
2
Waiver rank
#1
Start / sit boardProj · Injury risk
J. JeffersonWR · MIN
21.4
8%
B. RobinsonRB · ATL
17.8
12%
M. PittmanWR · IND
11.2
41%
T. KelceTE · KC
14.6
18%
Advice: Start Kelce over Pittman — hamstring risk 41%, projection swing +3.4
2024
FNTZ Football
Every team, every league, one hub. Built as an internal tool, FNTZ consolidates live data from fantasy platforms and sports-data feeds — rosters, matchups, injury reports, betting lines — and layers analysis on top: injury-probability modeling, matchup projections, start–sit calls, waiver targets. Advice you can act on before kickoff, from one screen instead of six tabs.
TYPEInternal tool
SOURCESFantasy platforms + sports-data APIs
MODELSInjury probability, matchup projections
PATTERNMany sources, one decision surface