We are proud to be an official partner of Anthropic, the company behind Claude.
On-Prem & Hybrid Deployments
Architectures and operations for regulated environments needing strict data residency and control.
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Deliverables
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Outcomes
SLA
Production Ready
AI deployments for regulated, data-residency-sensitive environments.
Architectures and operations for regulated environments needing strict data residency and control. We design and operate AI systems that keep sensitive data within your perimeter while maintaining production-grade reliability.
What you get
AI deployments for regulated, data-residency-sensitive environments.
On-prem architecture
Hybrid cloud design
Data residency controls
Operations playbooks
Problems we help you overcome
Strict data residency requirements
Regulations mandate that sensitive data and model artifacts never leave your geographic or organizational boundary.
Air-gapped or limited connectivity environments
Standard cloud AI services cannot operate in environments with no or restricted internet access.
Hybrid latency and compliance tradeoffs
Splitting workloads across on-prem and cloud creates complexity in routing, monitoring, and audit trails.
What we bring to the table
Private LLM hosting
Deploy and operate foundation models entirely within your data center or private cloud with no external API calls.
Hybrid cloud architecture
Design patterns for routing sensitive workloads on-prem while leveraging cloud for burst compute and development.
Audit logging & data residency controls
Comprehensive logging, access controls, and geo-fencing to prove compliance during audits.
Operations playbooks
Runbooks for deployment, patching, monitoring, and incident response in on-prem AI environments.
Industries We Serve
Healthcare & Life Sciences
Clinical NLP, coding automation, triage assistants (HIPAA-ready).
Financial Services
Fraud detection, automated underwriting, compliance monitoring.
Legal & Compliance
Contract review, e-discovery, regulatory tracking.
Retail & E-commerce
Personalization, search, conversational commerce.
Manufacturing & Industrial
Predictive maintenance, CV inspection, supply-chain optimization.
Telecom & Edge
Customer automation, low-latency on-device inference.
Cybersecurity
Threat detection, SOC automation.
Public Sector & Energy
Document automation, forecasting, citizen services.
Pricing & Engagements
Discovery & Assessment
Fixed-fee 1–2 week assessment with roadmap.
POC-to-Pilot
Fixed-scope 2–6 week POC, includes data prep, prototype model, and success criteria.
Production & Managed Services
Subscription for hosting, monitoring, retraining, and support (SLA options).
Professional Services
Time-and-materials or outcome-based pricing for custom work.
Measurable impact
Measurable business impact from this engagement.
Regulatory compliance
Data sovereignty
Controlled AI operations
Frequently asked questions
Can models run fully offline without internet access?
Yes. We deploy air-gapped AI stacks with local model registries, offline update mechanisms, and internal monitoring.
How is data residency enforced in hybrid deployments?
We implement geo-fencing, network policies, and data classification rules that prevent sensitive data from crossing defined boundaries.
What SLAs apply to on-prem AI operations?
We offer SLA-backed managed services for on-prem deployments including uptime, latency, and patch management guarantees.
Case Study
Problem
A regulated enterprise needed domain-accurate LLM responses without exposing sensitive data to public APIs.
Solution
LLM Customization & RAG, MLOps & ModelOps, Responsible AI & Governance
Outcome
40% reduction in human review time, 99.2% factual accuracy on domain tasks, and predictable inference costs within 90 days.
Ready to deploy with confidence?
Architectures and operations for regulated environments needing strict data residency and control.
More AI Services
Why Choose Us
- ✓ Industry focus + measurable outcomes: domain models with validated ROI metrics.
- ✓ POC-to-production playbook: repeatable 2–6 week POC that moves to production fast.
- ✓ SLA-backed production support: uptime, latency, and retraining SLAs.
- ✓ Compliance-first: HIPAA/GDPR/PCI-ready architectures and audited pipelines.