Why not?
Ship production-grade AI—private, accurate, secure, automated.

We design, deploy, and operate sovereign AI for regulated and mission-critical environments. Privacy by design, evaluation-backed accuracy, end-to-end security, and automation that compounds.

Contact Us ↗ See Solutions
Privacy Accuracy Security Automation

Enterprise Solutions

Private AI Stack

Self-hosted LLMs, vector search, secure data gateways, and observability. Complete sovereignty over data and models.

Agentic Workflows

Voice, chat, and tool-calling agents that execute tasks across internal systems with policy guardrails and receipts.

Compliance & Audit

PII redaction, policy enforcement, signed receipts, lineage, and reporting for SOC2/ISO/FedRAMP-style programs.

Search & Insights

Multimodal RAG over documents, systems, and recordings. High-recall retrieval with domain-tuned ranking.

Realtime Interfaces

Low-latency voice and screen collaboration. Human-in-the-loop controls, streaming transcribe and TTS.

MLOps & Fine-Tuning

Data pipelines, evals, and LoRA/adapter fine-tunes. Deployment across GPU fleets with cost controls.

Industries

Government Healthcare Finance Defense Energy Telecom Retail Logistics Education Manufacturing

Public Sector

Citizen services, records discovery, policy assistance — with residency controls and strict access boundaries.

Health & Life Sciences

Clinical summarization, prior auth assistance, intake automation. HIPAA-ready architectures and audit trails.

Financial Services

Agentic ops, data room copilots, risk analysis, investigative tooling — aligned with internal compliance.

Critical Infrastructure

Runbooks, monitoring copilots, and secure kiosks; on-prem deployment with zero trust networking.

Engagement Process

01 • Discovery

Use-case mapping, risk profile, and success metrics.

02 • Pilot

Rapid PoC in your environment with curated datasets.

03 • Hardening

Security, guardrails, evals, and scale testing.

04 • Rollout

Training, docs, and ongoing reliability support.

Contact

Start a conversation

By submitting, you agree we may contact you about Sphari services.

Talk to us

Prefer email? Our architects monitor this inbox.

MV.info

Mailing address (P.O. Box)

P.O. Box — Mail only
Royal Palm Beach, FL 33411

Mail only via P.O. Box. Visits by appointment.