We build for the workflows you already know cold.
AI doesn't replace domain expertise — it amplifies it. We pair our engineering depth with people who've sat in the chair: broadcast control room, SOC, permitting desk, contract review.
Private AI for controlled, mission-focused work.
Defense contractors need useful AI without casually exposing controlled technical data, proprietary designs, or program information to public services.
We help teams define an appropriate security boundary, select private deployment patterns, integrate governed workflows, and produce the architecture and operating documentation needed for customer and assessor scrutiny. Compliance alignment depends on each contract and environment; we design to your documented requirements rather than claiming a one-size-fits-all certification.
Discuss a Defense AI Requirement
Secure engineering · Controlled workflows · Documented operations
- Private and isolated LLM deployment patterns
- CUI-aware data-flow and access-control design
- NIST SP 800-171 and CMMC architecture alignment
- Human approval gates for consequential agent actions
- Traceable retrieval, evaluation, and audit logging
- Secure infrastructure documentation and runbooks
Service delivery at private-sector speed.
Citizens expect their government to work like the rest of the apps on their phone. Agentic AI — with the right guardrails — finally makes that achievable.
The 2026 NASCIO report frames a five-phase journey from generative assistance to fully autonomous workflows. Most agencies sit between phase two and three. We help you take the next step responsibly — with audit trails, human checkpoints, and a deployment that respects existing systems and procurement realities.
Request a Government Briefing- Permitting, licensing, and benefits eligibility agents
- Document processing — intake, classification, redaction
- Constituent services and 311 augmentation
- Regulatory analysis and policy modernization
- Internal employee onboarding and IT support agents
- CJIS, FedRAMP, StateRAMP-aware architecture
- Agentic post-production — clip generation, tagging, QC
- Archive intelligence — semantic search across decades of footage
- Automated metadata, captions, and localization workflows
- Contextual ad insertion and dynamic packaging
- Hybrid cloud / on-prem media supply chain design
- Content security — MPA / TPN-aware deployments
From archive to air, agentically.
Avid + Google Cloud, Dalet's Dalia, and AWS Elemental Inference are reshaping media production. We focus on the workflow, infrastructure, and controls required to integrate those capabilities responsibly.
We integrate agentic AI into the workflows you already operate — ingest, transcode, MAM/PAM, playout, delivery — without ripping out the platforms your editors and ops teams depend on.
Request a Media BriefingFrom "passive recording" to autonomous operations.
Modern VMS is a control plane — for AI analytics, access control, IoT sensors, and increasingly, autonomous agents that triage events the operator used to handle alone.
We design and integrate hybrid VMS deployments for campuses, critical infrastructure, and smart-city scale. Edge AI handles real-time detection; cloud handles deep analysis and natural-language search. Agentic systems triage, escalate, and document — freeing operators for the calls only humans should make.
Request a Surveillance Briefing- Hybrid VMS architecture — edge + cloud, thousands of cameras
- Vision-language model integration — natural-language video search
- Agentic SOC operations — triage, alert correlation, response
- Vendor-agnostic — Genetec, Milestone, Avigilon, Hanwha, Axis
- Storage tiering and retention compliance
- Integration with access control, IoT, and Digital Twin platforms
- Private LLMs for contract review, redlining, and clause extraction
- Due diligence agents — data room intake to summary memo
- Document automation with your DMS (iManage, NetDocuments, SharePoint)
- Litigation support — discovery review, deposition and brief summaries
- Matter intake, conflicts checks, and knowledge management
- Audit trails sized for bar association and client-privilege scrutiny
Confidentiality is not a feature — it's the floor.
Public APIs are a non-starter for client-privileged data and work product. Private LLMs deliver the productivity gains without the disclosure risk.
For law firms and corporate legal teams, we deploy private LLMs and agentic workflows that read your documents, draft your work product, and summarize your matters — on infrastructure you control. Every interaction logged, every output traceable, every byte inside your perimeter.
Request a Legal BriefingYour deal flow is your edge — keep it private.
Proprietary deal flow and tenant data shouldn't train someone else's model. Private AI delivers the speed without the disclosure risk.
For brokerages, property managers, and owners and REITs, we deploy private LLMs and agentic workflows across leasing, transactions, and operations — on infrastructure you control. Every interaction logged, every output traceable, every byte inside your perimeter.
Request a Real Estate Briefing- Lease abstraction, title review, and zoning analysis
- Due diligence on acquisitions and proprietary deal flow
- Property management agents — tenant intake, maintenance triage
- Document automation across leases, contracts, and disclosures
- Portfolio and market intelligence over your own data
- Audit trails sized for lender and investor scrutiny
The speed the desk demands. The controls regulators require.
Trading, banking, and insurance run on latency, confidentiality, and provable controls. Generic AI fails all three.
We deploy private LLMs and agentic workflows inside your perimeter — for research, risk, KYC/AML, and client service — with the segmentation, encryption, and audit logging your examiners expect, on infrastructure engineered for low latency and uptime.
Request a Finance Briefing- Private LLMs for research, KYC/AML, and document review
- Agentic workflows for reconciliation, onboarding, and reporting
- PCI-DSS, SOC 2, and SOX-aware architecture and audit logging
- Low-latency fabrics and high-availability storage for core systems
- Zero-trust segmentation and red-team validation
- Data residency and sovereignty controls
- HIPAA-aligned private LLMs — PHI never leaves your environment
- Clinical documentation, prior-auth, and intake agents
- Imaging-grade storage and throughput (PACS / VNA-ready)
- Audited access controls and BAA-aware deployments
- De-identification and RAG over your clinical knowledge base
- 24/7 monitoring for systems clinicians depend on
AI inside the perimeter, not the headlines.
PHI can't leave your environment, and uptime isn't negotiable when clinicians depend on it.
We deploy HIPAA-aligned private LLMs and agentic systems for clinical documentation, prior authorization, and operations — with imaging-grade throughput and storage, full audit trails, and access controls mapped to your compliance program.
Request a Healthcare BriefingCarrier-grade AI at the edge and the core.
Providers run dense infrastructure on thin margins. AI has to earn its rack space.
We design GPU and edge compute, high-density storage, and carrier-grade fabrics — then layer agentic operations on top: network assurance, NOC triage, and customer-care automation that scales with your subscriber base.
Request a Telecom Briefing- GPU and edge compute design for inference at scale
- Agentic NOC operations — assurance, triage, remediation
- High-density storage and low-latency carrier fabrics
- Customer-care and field-operations automation
- Fiber channel, SAN/NAS, and 100G+ networking
- OSS/BSS-aware integration with full audit trails
- Embedded agentic features and private LLM backends
- Multi-tenant isolation, SSO, RBAC, and audit logging
- GPU autoscaling and inference cost optimization
- RAG over your customer and product knowledge bases
- Evaluation harnesses and quality regression testing
- SOC 2-aware architecture your buyers will vet
Ship AI features without shipping your data to someone else.
Your customers ask for AI; your security team asks where the data goes. Both can win.
We help product teams embed agentic AI and private LLMs into their platforms — multi-tenant, observable, and cost-controlled — on infrastructure that scales with usage instead of surprising you on the invoice.
Request a SaaS BriefingIf it's regulated, document-heavy, or high-stakes, the playbook is similar.
Tell us your workflow — we'll tell you whether AI is ready for it.