FIANNA / the AI OS you own
Health Wealth Wisdom Dealers Process Team Run the free audit
// deploy once · own forever · run locally

Own the machine.
Forever.

Every AI vendor is charging you rent. Fianna ends that.

Fianna is an AI OS your business deploys once, hosts on your own infrastructure, and runs indefinitely — with local inference, no per-seat fees, and zero data leaving your building. You don't subscribe to it. You own it.

// cost_comparison5-year view
saas ai · year 1$18,000
saas ai · year 3$62,000
saas ai · year 5$110,000+
fianna · installdeploy once
fianna · year 5own forever
data leaves buildingnever
"The human stays. The friction goes. That's the deal."
LOCAL INFERENCE · no API costs OPEN SOURCE CORE · no vendor lock-in YOUR INFRA · cloud or on-prem YOUR DATA · stays in your building YOUR KEYS · no one else holds them
Fianna/ˈfʲiə·nə/ noun · Old Irish A roving war-band of ancient Ireland — half warrior, half poet. To be admitted, a man had to master both arms and verse: defend the land and compose the song about it. Skill and craft, never one without the other. — here: a band of operators who build the machine and master the craft.
01 the saas ai trap // why renting compounds against you

The average SMB will spend $110,000+ on AI SaaS in 5 years.

And at the end of it, they'll own nothing. The second they stop paying, the intelligence goes dark.

COMPOUNDING COST

Pricing that only moves one direction.

Every year: more seats, more features, more tiers. The $500/month tool becomes $2,000/month by year 3. You're too embedded to leave. That's the business model.

DATA SOVEREIGNTY

Your data trains their next model.

Every query, every document, every customer interaction leaves your building and enters theirs. The SaaS AI vendor's moat is built from your proprietary data. You paid to train your competitor.

CAPABILITY RISK

They deprecate. You rebuild.

Features get axed, APIs change, vendors get acquired. The workflow you built your operations around disappears in a product update. You don't control the roadmap. You never did.

02 the fianna model // deploy once, own forever

The AI OS that lives on your infrastructure.
Permanently.

Not a SaaS subscription. Not a consulting engagement. A deployed asset — installed, wired, and yours.

audit()

Map the surface

1-week deployment audit. We question what should be automated at all before we scope the build — most "best practices" are scar tissue from a problem you don't have anymore. Every problem costed, ranked, and scoped for local deployment. You keep the architectural map either way.

deploy()

Install the OS

We deploy Fianna on your cloud or on-prem infrastructure. Local inference models, your data pipeline, your tooling wired in. One-time build. No recurring license. No API keys we hold.

train()

Make it yours

Light fine-tuning on your data, your language, your processes. The model learns your business — not a generic model rented from someone else's training run. Proprietary edge. Permanent.

own()

You hold the keys

You get the deployed stack, the model weights, the infrastructure configs. We hand over everything. Your team runs it. We're on retainer if you want us — but you don't need us to stay alive.

03 what it solves // simple + profitable + big

Simple problems that pay.
Big problems that compound.

Agents on a clean process compound. Agents on a bad one industrialize dysfunction. We clean first, then we build — so the ROI starts fast and the structural advantages run for years.

FAST PAYBACK · simple problems

The quick wins that fund everything else.

  • Lead follow-up & qualification — 24/7, instant, no headcount
  • Scheduling, routing, and dispatch — zero-touch operations
  • Document processing & data extraction — invoices, contracts, intakes
  • Customer service triage — deflect 60–80% before it hits a human
  • On-brand content at scale — proposals, listings, campaigns, comms
STRUCTURAL ADVANTAGE · big problems

The compound advantages your competitors can't buy.

  • Revenue optimization — pricing, upsell logic, retention signals on your data
  • Agent orchestration — multi-step automated workflows, no human in the loop
  • Custom model on proprietary data — trained on your history, your language, your edge
  • Real-time business intelligence — your OS reads your business, continuously
  • Acquisition-proof stack — a deployed AI OS is a defensible asset on a term sheet
04 the stack // what you're actually deploying

Local inference.
Open source core.
Your infrastructure.

No black boxes. No vendor-managed weights. No data pipeline leaving your building. The stack is documented, yours, and replaceable.

Adaptable agentic tools overlaid onto the data platforms and workflows you already run — improved by agentic labor with humans in the loop. One unified system that informs the whole business and turns its own analytics back into its next improvement.

INFERENCE LAYER

Local models on your hardware.

We deploy open-weight models (Llama, Mistral variants, fine-tuned on your data) on your cloud compute or on-prem GPU. Inference costs measured in cents, not dollars. No API throttling. No usage caps.

ORCHESTRATION LAYER

Agent workflows wired to your tools.

The OS layer that connects inference to your CRM, your ERP, your comms stack. We build the agents, the triggers, the memory layer. Production-grade. Observable. Yours to extend.

SOVEREIGNTY LAYER

Open source core. Your keys. Always.

The foundation is auditable OSS — no proprietary lock-in at the model or orchestration layer. You hold the weights, the configs, the deployment manifests. Fianna is an asset, not a dependency.

05 verticals of expertise // the founders' domains of mastery

Health & Wellness. Finance & Tech. Soft Skills.
Three tracks. One OS.

Every business runs on the same three engines — keeping people well, making the money move, and knowing what to do next. Health, wealth, and wisdom are the three domains Jim and Neil have spent their careers mastering — roughly 10,000 hours in each — what the two half-Irish founders bring to every build. Each track is a coach, named for the old Irish master of that art — trained on a faculty of real practitioners, curated by operators who've done the work.

AIRMID · HEALTH & WELLNESS

The Health & Wellness Coach.

The healer who knew every herb and its cure — name the ailment, she named the remedy.

capable of clinical intake · triage · protocol synthesis · patient-care ops · compliance-grade records
trained on a mixture-of-experts of practicing physicians
Open the Health track →
MANANNÁN · FINANCE & TECH

The Finance & Tech Coach.

Lord of the sea and the crossings — god of the tides, and of everything of value that moves between shores.

capable of pricing & revenue intelligence · lead-to-close · retention signals · capital & fintech ops
trained on institutional finance & fintech operators
Open the Wealth track →
OGMA · WISDOM

The Soft-Skills Coach.

He invented the written word and gave the Tuatha Dé their eloquence — keeper of language, persuasion, and the art of being understood.

capable of communication coaching · sales enablement · leadership & management development · onboarding & training · knowledge synthesis
trained on a curated faculty of communication, sales & leadership practitioners
Open the Wisdom track →
06 partners // the war-band ships with us

We don't deploy alone.
We bring the war-band.

The Fianna were never one warrior. Each deployment ships with the specialists who make it land — segregated by what they actually do.

infrastructure partners // per vertical · the platforms & substrates we build on
CommanderHealth · patient & practice ops
PeblHealth · mental-health interface
+ per verticalwealth & wisdom infra joining
ecosystem // partners & potential customers
Fintech.TVMedia · potential customer Avriotechavriotech.io · partner / customer
CoverAgentReal estate · brokerage
FlowrydWealth · fintech
+ moreand others joining
07 pricing // start free · own forever

Start where it's free.
Climb only if it pays.

Two free ways in, then a four-rung ladder that rises with depth. The SaaS model extracts forever. Fianna installs once — and on the back end, you don't pay unless we perform.

entry · free
// flash audit
$0
instant · agent-run

"Tell us a little; our agent researches the rest and shows you where AI pays."

  • Runs in the browser, no call required
  • Top AI opportunities surfaced + ranked
  • A fast read you keep
Run the free flash audit →
entry · free
// intro discovery call
$0
30 minutes · mutual

"Is there a fit — both ways. No pitch, a conversation."

  • We learn your operation
  • You learn how we work
  • Either side can walk
Book the intro call →
rung 1
// agentic audit
$2,500
agent + operator · deeper

"Agent and operator go deeper — every problem costed, ranked, and scoped."

  • Full AI surface-area mapping
  • Every problem costed + ranked
  • Build-vs-buy call on each
  • Written report you keep
rung 2
// deep / on-site audit
$10,000
~1 month · engineer in the room

"An engineer embeds for a month — process, data, and workflow, mapped to the real operation."

  • Process mapping, on-site or remote
  • Data + workflow inventory
  • Build plan against your reality
  • Employee participation
rung 3
// installation ★
$30k/mo
typically 3–6 months · complete service

"We leave behind your AI OS V1 plus one proven use case — deployed on your own infrastructure, owned by you."

  • Full Fianna OS V1 deployed on your infra
  • One proven use case, live
  • Local inference + light fine-tune
  • Sovereignty layer — you hold all keys
  • Handover docs + team training
rung 4
// maintenance & improvement
profit-share
after the pilot · pay on performance

"You pay nothing unless we perform — a share of the upside we create."

  • Ongoing build + feature work
  • Models refreshed, drift watched
  • Share of new profit we generate
  • Optional flat retainer instead

// Employee AI training delivered through our education partner RunSimpler.com (Tony Drummond).

// The average SMB SaaS AI stack costs $1,200–2,000/month = $14,400–24,000/year, forever, and you own nothing at the end. Fianna you install once and own — local inference runs on compute you already have (cents, not dollars). The difference between renting intelligence and owning the asset.

08 the team // who deploys it

The people who built AI for the Pentagon
and $100M ventures.
Now deploying for you.

JL

James Loperfido

CEO · GTM + Deployment Lead

15 years on the automation frontier. First hire at Tangem → $100M+ ARR. $2M+ ARR CRO at FYEO. CBDC advisor. Congress testimony. He's built the GTM and automation stack for companies at every stage — from pre-revenue to nine figures.

NB

Neil Benedict

CTO · Architecture + Model Lead

Pentagon GS-15 Lead Data Scientist, active clearance. MIT AI & Big Data SME. Ex-Voya enterprise AI lead. Ex-Northwestern principal data scientist. $500M+ value created. $100M+ cost savings. He builds the production AI systems that actually run at scale.

Full team profiles →
09 start here

Start with the free flash audit.
Instant. $0. You keep the read.

Tell us a little; our agent researches the rest and shows you where AI pays in your business. No vendor pitch. A diagnosis. Want a human in the room? The $2,500 agentic audit and the $10k on-site go deeper.

Run the free flash audit →

// response within 24 hours · operators and founders only · no agencies