Data Privacy Risk
Sending audit evidence to third-party APIs violates data residency requirements
New Product • Now in Development
CogniTune — Domain-Adaptive SLM Fine-Tuning Platform
Fine-tune Small Language Models on your proprietary compliance and security data. Better accuracy than GPT-4 on domain tasks. Your data never leaves your cloud.
7B & 35B
Dual model architecture for speed and depth
<80ms
Inference latency on compliance queries (7B)
100%
Data stays within your cloud boundary
Why General LLMs Fail for Compliance
Poor Domain Accuracy
General LLMs hallucinate on specific compliance frameworks like HIPAA §164.312 or PCI DSS Req 8.3
Latency & Cost
GPT-4 API costs and latency are unsustainable at enterprise audit scale
Two Models. One Platform. Built for Compliance.
The CogniTune Architecture
CogniTune-7B (Fast Lane)
- Base model
- Mistral 7B / Llama 3.1 8B
- Fine-tuning
- QLoRA on NVIDIA A10G GPU
- Inference
- <80ms latency | $0.53/hr (g4dn.xlarge)
- Best for
- Real-time API calls, high-volume evidence classification, control tagging
CogniTune-35B (Deep Reasoning)
- Base model
- Qwen 2.5 32B / Mistral-35B
- Fine-tuning
- LoRA on NVIDIA A100 80GB (multi-GPU)
- Inference
- ~300ms latency | On-demand batch
- Best for
- Complex audit reports, multi-framework cross-mapping, root cause analysis
How It Works
1
Ingest
Connect your compliance data sources (SIEM, ticketing, cloud logs, policy docs)
2
Fine-Tune
CogniTune trains on your proprietary data using LoRA/QLoRA on GPU infrastructure
3
Deploy
Serve fine-tuned adapters via NVIDIA Triton Inference Server in your cloud boundary
4
Integrate
Plug into CogniAudit or your existing tools via REST API
Built on Enterprise-Grade AI Infrastructure
NVIDIA CUDA
NVIDIA Triton Inference Server
NVIDIA A10G / A100 GPUs
Hugging Face PEFT
DeepSpeed ZeRO-3
PyTorch
LoRA / QLoRA
TensorRT-LLM
Fine-Tuned for Your Compliance Stack
ISO 27001 Control Mapping
Automatically map security events to Annex A controls
SOC 2 Evidence Classification
Tag and classify audit evidence across Trust Service Criteria
HIPAA Policy Q&A
Answer complex HIPAA §164 questions with cited regulatory text
PCI DSS Gap Analysis
Identify control gaps across all 12 PCI DSS requirements
Be First to Access CogniTune
CogniTune is currently in development. Join the waitlist for early access, GPU credit partnerships, and design partner pricing.
No credit card required
Enterprise SLAs available
SOC 2 Compliant Infrastructure