Platform Overview
The complete on-premise AI platform.
A high-performance inference engine, a secure model marketplace, and production-ready deployment -- all running entirely on your infrastructure. No cloud dependencies. No data exposure.
Inference Engine
Like an operating system
for AI.
At the core of the AskSLM platform is a C++ inference engine built for maximum performance on standard enterprise hardware. Run multiple AI models simultaneously, with real-time responses and zero cloud dependency.
No expensive GPU clusters. No per-token pricing. No cold starts. Just production-grade AI running on the servers already in your data center.
Standard hardware
Runs on enterprise servers, workstations, and high-end machines you already own. No GPU clusters required.
Multi-model concurrency
Keep specialized models -- legal, medical, compliance, analytics -- active in parallel on a single deployment.
Real-time performance
Local execution means zero network latency. Models stay warm in memory and respond instantly.
C++ from the ground up
Purpose-built for inference performance. Not a wrapper around open-source frameworks. Every line written for speed.
Engine capabilities.
Concurrent models
Run legal, medical, compliance models simultaneously
Hardware requirement
Enterprise servers and workstations -- no GPU clusters
Network latency
Local execution eliminates round-trip delay
Cold start time
Models stay warm in memory for instant response
Cost vs cloud APIs
Fixed costs, no per-token metering
Model Marketplace
An app store for
domain-specific AI.
The SLM Marketplace is a curated library of AI models built by verified vendors for regulated industries. Legal research, clinical decision support, compliance analysis, financial risk assessment -- browse, deploy, and run specialized models in minutes.
Trust broker architecture
The marketplace coordinates access without ever seeing your data or the vendor's model internals. A cryptographic trust layer sits between both parties.
Two-way protection
Your data remains private. Vendor model IP stays secure. End-to-end encrypted connections between your engine and vendor model environments.
Encrypted pipelines
Models are deployed through secure, encrypted channels. No raw data or model weights are transferred during operation.
Available model categories.
All models deployed through encrypted pipelines. Your data never leaves your infrastructure.
Legal Research
E-Discovery
Clinical Decision Support
Medical Coding
Compliance & Policy
Financial Risk
KYC/AML Analysis
General Purpose
Deployment
Production-ready in days.
Not quarters.
Deploy on the hardware you already own or use our pre-configured AI appliance. No ML team required.
Your existing hardware
Deploy on what you already own
Turn your current servers, workstations, and data center machines into a private AI cluster. Virtual machine images or direct installations integrate seamlessly with your IT stack.
Runs on modern Mac, Linux, or Windows machines
Leverages hardware you already own and manage
Ideal for data centers and secure enterprise networks
Integrates with existing IT and security infrastructure
SLM Appliance
AI in a box -- plug and play
A compact hardware device pre-loaded with the inference engine and models. Plug it into your network and start using private AI immediately. Zero provisioning required.
Pre-configured with engine, models, and security policies
Zero cloud setup or infrastructure provisioning
Perfect for branch offices, clinics, or remote sites
Energy-efficient and cost-effective at any scale
In both deployment modes, all AI processing stays on-premise. No data ever leaves your location.
Architecture
System architecture.
How the pieces fit together -- entirely within your perimeter.
Your Infrastructure (On-Premise)
+================================================================+
| |
| +------------------+ +-----------------------------+ |
| | Your Users | | Your Data Sources | |
| | (Browser / API) | ---> | Documents, DBs, Knowledge | |
| +------------------+ +-----------------------------+ |
| | | |
| v v |
| +----------------------------------------------------+ |
| | AskSLM Platform Layer | |
| | | |
| | +------------------+ +---------------------+ | |
| | | Access Control | | Audit & Logging | | |
| | | (RBAC) | | (Full Trail) | | |
| | +------------------+ +---------------------+ | |
| | | |
| | +--------------------------------------------+ | |
| | | C++ Inference Engine | | |
| | | | | |
| | | [Legal] [Clinical] [Compliance] ... | | |
| | | Model A Model B Model C | | |
| | | | | |
| | | Multi-model concurrency on standard HW | | |
| | +--------------------------------------------+ | |
| | | |
| | +------------------+ +---------------------+ | |
| | | RAG Pipeline | | Training Engine | | |
| | | (Knowledge | | (No-Code, Domain | | |
| | | Retrieval) | | Customization) | | |
| | +------------------+ +---------------------+ | |
| +----------------------------------------------------+ |
| | |
+========================|=======================================+
|
Encrypted | Trust Broker
|
+========================|=======================================+
| SLM Marketplace (Secure Channel) |
| |
| Verified vendors publish models via encrypted pipelines. |
| Your data never leaves. Vendor IP stays protected. |
+================================================================+
Data never leaves
Every query, every response, every training job stays within your infrastructure perimeter.
Encrypted at every layer
Hardware-bound encryption, TLS between components, and Trusted Execution Environments protect data at rest and in transit.
Full audit trail
Every model interaction is logged. Every access is recorded. Every decision is traceable for compliance review.
Get Started
See the platform
in action.
We'll walk you through a live deployment on standard hardware -- tailored to your industry, your data, and your compliance requirements.
No commitment. No data shared. 30-minute call.