Compare Models
From Subscription Dependency to Business Ownership
The fundamental difference between renting your tech stack forever and owning it outright.
Traditional SaaS
AIBM Owned Infrastructure
Cost Model
Subscription forever
Custom-built systems
Architecture
Generic architecture
Modular architecture
Delivery
Vendor lock-in
GitHub repository delivery
Ownership
Limited ownership
Full IP ownership
Control
Vendor controls updates
You control everything
Customization
Restricted to platform
Built for your business
The AIBM AI Model
Data → Decisioning → Action
Everyone has access to AI models now. What most businesses don't have is the governed data layer underneath them and the discipline to turn model output into action. AIBM builds that full chain — LLM → ML → Agentic AI — so AI stops being a chat box and starts running your operation.
Data
Signals, insights & relationships
A governed, domain-specific data foundation feeds large language models that continuously surface buying signals, relational links, product fit and opportunity — not generic prompts over generic data.
Decisioning
Prediction, scoring & ranking
Those signals pass to machine-learning models that predict outcomes, score every lead and deal, and rank the next-best actions — so decisions are evidence-led, not guessed.
Action
Drafts, tasks, alerts & outreach
Agentic AI turns those decisions into operational output — drafted outreach, follow-ups, tasks, alerts and reports — every action reviewed and approved by a human before it goes out.
Proven in a regulated domain
We consulted, architected and roadmap, then compliantly built and deployed Ethos OS inside the heavily regulated US mortgage industry. It now runs 50+ US loan officers and their subsidiary advisors — governed data feeding ML scoring, with agentic AI drafting tasks and alerts under advisor approval before anything goes out.
Read the Ethos case studyDeployed for Real Businesses
Who We've Built For
Ethos Lending
Full operating system — CRM, pipeline, AI tool hub, 14 RBAC roles. 100% IP owned.
View case studyLinguaBoost
AI English learning platform. 500+ students, A1–C2 CEFR, Professor Fox AI tutor.
View case studyAILEX
EU-accredited enterprise learning platform with AI agents and workforce upskilling.
View case studyValue Evidence · Ethos Lending Dossier
They stopped renting.
Now they own the whole stack.
Ethos Lending retired Salesforce, BambooHR, DocuSign and WordPress and replaced them with a single owned operating system — CRM, pipeline, AI tool hub, and 14-role governance. This is the documented story of what that cost to build, what it saves every year, and what the IP is now worth.
What they were renting
Salesforce
CRM & pipeline — Per-seat licensing across the lending team
BambooHR
HR & people ops — Per-employee monthly subscriptions
DocuSign
E-signatures — Per-seat + envelope overage
WordPress + plugins
Public site & forms — Hosting, premium plugins, maintenance
Niche SaaS (analytics, marketing, scheduling)
Adjacent tools — Multiple overlapping subscriptions
What they now own
259
Database tables
~167k
Lines of code
14
RBAC roles
~6.3
Months to build
A single proprietary platform — CRM, loan pipeline, AI tool hub, HR, and enterprise governance — with 100% of code, design and IP transferred to the client.
Est. Build Cost
~$180k
One-time, fixed-fee
Est. IP Replacement Value
$300k–$500k
Cost to rebuild from scratch
5-Year SaaS Savings
~$430k
Subscriptions never paid again
Ethos paid once to build it. Now they pay nothing to run it — while a comparable SaaS stack would have cost them over $430k across five years.
That's the whole story. Stop renting software forever. Own it once.
Estimates, not audited financials. Figures are illustrative estimates derived from the documented Ethos Lending Value Evidence Dossier (259 tables, ~167k lines, ~6.3-month build, 14 RBAC roles). SaaS subscription costs reflect publicly listed pricing at typical team sizes and may vary. IP replacement value is estimated from industry-standard build rates applied to the documented codebase size. Actual costs and savings depend on scope, team, and requirements. Pricing for new engagements is provided on request after scoping.
Engagement Model
How We Work Together
We're not a subscription vendor. We're a build partner. Our models reflect that.
Fixed-Fee Build Phases
Clear, scoped project phases with transparent pricing. You know exactly what you're paying for and what you'll receive.
Optional Maintenance Retainers
Ongoing support, updates, and optimizations at a fraction of SaaS subscription costs. Fully optional, cancel anytime.
Growth-Stage Enhancements
As your business scales, we build new modules and features on top of your existing system. Incremental, not from scratch.
Select Equity Partnerships
For high-conviction projects, we offer reduced-fee builds in exchange for equity participation. Aligned incentives.
Own the System That Powers Your Institution.
AIBM engineers sovereign AI infrastructure designed for ownership, accreditation alignment, and measurable institutional transformation.
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