The On-Premise
AI Alternative..
Cloud AI platforms like Abacus.AI offer powerful tools for data science teams. But regulated industries — banks, credit unions, healthcare, insurance — need AI that runs on their own infrastructure, passes examinations, and never sends data to external servers. That's what Abacus (goabacus.co) was built for. Same name, completely different approach.
Why Regulated Industries Need an Alternative
Cloud AI platforms are built for flexibility and scale. But regulated industries operate under constraints that require a fundamentally different architecture — one where data sovereignty, audit readiness, and compliance are non-negotiable.
Data Sovereignty Requirements
Cloud AI sends data through external APIs. Regulated institutions require data to stay on-premise — no exceptions, no workarounds.
Customer data must remain within the institution's physical infrastructure
API calls to external cloud services create data egress risk
Regulators increasingly scrutinize third-party data handling
On-premise processing eliminates vendor data exposure entirely
Examination & Audit Requirements
OCC, FDIC, NCUA examiners need to see exactly how AI makes decisions. Cloud platforms create shared-responsibility gaps that complicate examinations.
Examiners require full visibility into AI decision-making processes
Cloud shared-responsibility models obscure control ownership
On-premise logs provide complete, unmediated audit access
Examiner walkthroughs require demonstrable control over infrastructure
Compliance-First Architecture
Banking regulations (SR 11-7, BSA/AML, GLBA) require model governance, risk management, and documentation that cloud platforms can't provide natively.
SR 11-7 model risk management requires version control and validation
BSA/AML monitoring demands tamper-proof transaction audit trails
GLBA privacy rules require institution-controlled data handling
Regulatory documentation must be generated on-demand for examiners
The Abacus On-Premise Platform
Purpose-built AI infrastructure for institutions that can't compromise on data sovereignty, compliance, or examiner readiness.
Go1 Hardware + AbacusOS
Purpose-built AI hardware and operating system for regulated industries. Deploy in your data center with zero cloud dependency.
Dedicated Hardware
The Go1 appliance runs in your data center, serves 2,000+ concurrent users, and provides the compute power for enterprise AI without shared infrastructure.
On-Premise AI OS
AbacusOS manages models, permissions, and compliance workflows with zero cloud dependency — a complete AI operating system under your control.
Air-Gapped Capable
Full AI capability without any internet connection. Deploy in the most security-sensitive environments with no external communication required.
Abbi Assist + Abacus Studio
AI assistant and workflow builder with built-in compliance. Every interaction logged, every workflow auditable, every integration examiner-ready.
Examiner-Ready AI Assistant
Every Abbi Assist response is logged with full audit trail — input, output, model version, user identity, and timestamp for complete provenance.
Visual Workflow Builder
Build compliant AI workflows without code using Abacus Studio. Drag-and-drop automation with built-in approval gates and documentation.
Core Banking Integration
Connect to FIS, Fiserv, and Jack Henry natively. Pre-built connectors for the systems your institution already runs.
Cloud AI Platforms vs. Abacus On-Premise AI
See how on-premise AI infrastructure compares to cloud-based platforms for regulated industries.
| # | Feature | Cloud AI Platforms | Abacus On-Premise AI |
|---|---|---|---|
| ROW-01 | Data Location | Processed on vendor's cloud infrastructure | 100% on your infrastructure — data never leaves |
| ROW-02 | Internet Required | Yes — requires API connectivity | No — fully air-gapped capable |
| ROW-03 | Compliance | Shared-responsibility model | Single-owner compliance — you control everything |
| ROW-04 | Audit Trails | Vendor-managed logs, limited visibility | Immutable on-premise logs, full examiner access |
| ROW-05 | Model Governance | Vendor controls model updates | You control model versions, rollbacks, and validation |
| ROW-06 | Pricing | Usage-based — costs scale with queries | Fixed cost per seat — unlimited queries |
AI that passes every examination.
Banks, credit unions, and healthcare organizations choose Abacus because cloud AI can't satisfy their regulators. On-premise deployment, EY-attested accuracy, and examiner-ready documentation.
The On-Premise Alternative
Enterprise AI. Your infrastructure.
When your regulators require data sovereignty, your board requires audit trails, and your customers require privacy — you need AI that runs on your own infrastructure.
On-Premise AI Impact
Regulated institutions choosing on-premise AI over cloud platforms gain measurable advantages in data sovereignty, compliance coverage, and deployment speed.
Data Sovereignty
100% on-premise deployment with zero API calls to external servers. Your data never leaves your infrastructure.
100%
On-premise
0
External API calls
Compliance Coverage
Comprehensive regulatory framework support across banking, healthcare, and enterprise security standards.
6+
Regulatory frameworks
OCC, FDIC
NCUA, HIPAA, SOC 2, SR 11-7
Deployment Speed
Go1 hardware arrives pre-configured. Operational in under 24 hours — not weeks or months of cloud integration.
< 24hr
Deployment time
Go1
Pre-configured hardware
100%
On-Premise
Data never leaves your infrastructure
Zero
Data Egress
No external API calls
EY
Attested
Independent accuracy validation
< 24hr
Deployment
Operational in under a day
Deploy AI That Passes Every Audit
900K monthly users went live in under 24 hours. SOC 2 Type II, ISO 27001, and HIPAA certified from day one.
AI infrastructure for regulated industries. On-premise deployment, zero data egress, examiner-ready compliance. Trusted by 900K monthly users processing 8M queries daily.
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