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Private AI ventures in market

Every engagement starts with a private deployment, bespoke workflows, and shared upside. Below are representative ventures that have shipped to production in the last 18 months.

3 active launches
$11M annual savings created
99.9% average accuracy maintained

Selected portfolio

The majority of our work remains private. These highlights illustrate how on-premise agents deliver measurable financial and operational leverage today.

Vuplicity

Employment screening · 2024 launch

Frictionless, AI-assisted background checks for staffing firms and corporate HR teams that need verifiable accuracy and compliance-ready audit trails.

What we built

  • Background-check copilot orchestrating vendor lookups, adverse-action workflows, and applicant notifications.
  • Agentic QA layer that reconciles court record discrepancies before reports are released.
  • Compliance workbench with immutable audit history for legal review.

Results

  • 95% reduction in screening turnaround time.
  • 60% lower operating cost versus BPO vendors.
  • 99.9% report accuracy across 1.2M checkpoints.
Discuss a screening program →

Meridian Trust Private Bank

Financial services · 2025 launch

Hybrid team of private agents that manages relationship onboarding, ongoing KYC, and proactive wealth insights for a high-net-worth bank.

What we built

  • Secure document-understanding agent deployed inside the bank’s isolated VPC.
  • Advisor assistant that drafts portfolio commentary, compliant disclosures, and next-best-actions.
  • Voice-of-client monitor that flags churn risk using support tone and call transcripts.

Results

  • 70% reduction in manual KYC effort.
  • 18-point uplift in NPS across top-tier clients.
  • $4.2M annual savings from avoided SaaS seat expansion.
Modernize private banking →

Atlas Logistics

Supply chain · 2023 launch

AI control tower that absorbs real-time logistics data, resolves exceptions, and coordinates field teams across a multi-region freight network.

What we built

  • Control-tower agent that triages exceptions across TMS, WMS, and IoT telemetry.
  • Autonomous paperwork automation for proofs-of-delivery and accessorial billing.
  • Scenario simulator that forecasts lane performance and SLA exposure.

Results

  • 35% faster exception resolution across high-priority lanes.
  • $6.8M recovered in preventable claims.
  • 12% uplift in on-time delivery for strategic accounts.
Build a control tower →

Looking for something specific?

We regularly stand up skunkworks teams inside Fortune 500 enterprises under strict security requirements. Share the constraints you operate under and we’ll map a project plan that keeps data inside your environment.

Start a confidential conversation