Intelligence, Engineered.
Value, Defended.

Custom AI platforms that turn decisions into competitive advantage — and the cybersecurity that protects the upside. For private equity, financial services, healthcare, technology, and the regulated sectors where both matter.

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AI Engineering · What We Do

Two practices, one discipline

AI platforms that turn decisions into competitive advantage. Cybersecurity that holds up to real auditors and real adversaries. Pick a side to explore.

Private Equity

Buy-Side Intelligence Platform

AI-powered due diligence that compresses weeks of research into days — automating target screening, risk surfacing, and competitive analysis for PE and M&A teams.

Due Diligence RAG Automation
Healthcare

Claims Intelligence Platform

AI that recovers stuck revenue and accelerates approvals — automating prior authorizations, surfacing denial patterns, and turning weeks of manual review into minutes. Built for health systems, payers, and provider groups where every denied claim is real money on the table.

Claims Automation Prior Auth Revenue Capture
Financial Services

Credit Decisioning Intelligence

AI that compresses underwriting cycles and surfaces hidden risk — turning weeks of manual analysis into minutes, while keeping every decision auditable and defensible. For lenders, credit funds, and underwriting teams where speed-to-decision is the moat.

Underwriting Risk Models Auditable Decisions
Industrial Operations

Smart Factory Intelligence

Industry 4.5 is where instrumentation meets intelligence — the gap between factories that collect data and factories that act on it. We turn IIoT sensors, historians, and MES streams into real-time predictive maintenance, throughput optimization, and digital-twin decision support across multi-site operations. The ROI your last Industry 4.0 program promised, finally delivered.

Industry 4.5 IIoT & Digital Twin Predictive Operations
Public Sector

Procurement Intelligence Platform

AI that surfaces savings opportunities, vendor risk, and contract anomalies across federal, state, and local procurement portfolios. Compresses sourcing cycles, automates compliance review, and turns spend data into actionable intelligence for the agencies moving billions through public procurement.

Spend Analytics Vendor Risk Contract Intelligence
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AI & Platform Security

Security for AI-Enabled Systems

The same team that builds AI platforms also secures them. Model integrity, training data IP, customer data exfiltration via prompt injection, agent & MCP misuse, RAG isolation — the unique attack surface of LLM-driven systems. Because the value AI creates is also the value attackers want to steal. The bridge between what we build and what we defend.

LLM Security Agent / MCP AI Supply Chain
External Posture

External Attack Surface Assessment

Before attackers breach you, they spend weeks mapping you. We do that work first — passive external reconnaissance, JavaScript bundle secret extraction, auth provider misconfiguration discovery, exposed-key validation. No exploitation, no system access. Delivered as a technical report and an interactive presentation site for your board.

OSINT Auth Enumeration Bundle Analysis
Industrial Controls

ICS / OT Security

Industrial control system security for water utilities, oil & gas, manufacturing, and the regulated sectors in between. Because an OT incident doesn't just leak data — it halts production. IT/OT segmentation, ICS asset inventory, IEC 62443 alignment, and remediation that respects operational reality. We don't break what we touch.

IEC 62443 Purdue Model IT/OT Convergence
Electric Grid Compliance

NERC CIP Compliance

NERC CIP violations cost up to $1M per day, per violation. We keep Bulk Electric System operators out of that exposure — gap assessments against CIP-002 through CIP-014, electronic security perimeters that hold up to audit, and program documentation regulators actually accept. Built for the operators who can't afford the headline.

CIP-002 to CIP-014 BES Cyber Systems Audit Readiness
Nuclear Compliance

Nuclear Cyber (10 CFR 73.54)

NRC cyber rule compliance for power reactors — Critical Digital Asset identification, defensive architecture per RG 5.71, and program documentation that holds up to inspection. Because an NRC finding doesn't just cost remediation — it costs generation hours. Built on direct nuclear-sector experience.

10 CFR 73.54 RG 5.71 Critical Digital Assets
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How It Works

Engagement models

AI
Engineering

Cybersecurity

01

Advisory

Strategic guidance to identify high-impact AI opportunities and build a pragmatic roadmap.

  • AI readiness assessment
  • Opportunity identification
  • Technology roadmapping
  • Vendor evaluation
02

Platform Build

End-to-end design and delivery of custom AI platforms tailored to your business.

  • Requirements & architecture
  • Custom development
  • Integration & deployment
  • Ongoing iteration
03

Enablement

Hands-on programs that give your team the skills and confidence to leverage AI effectively.

  • Workshops & training
  • Use case development
  • Tool selection guidance
  • Internal champion coaching
01

Assess

Scoped reconnaissance and gap analysis against the framework that matters to you — NERC CIP, 10 CFR 73.54, NIST CSF, IEC 62443, ISO 27001, SOC 2, HIPAA, or a custom baseline. Findings prioritized by dollar exposure and exploitability — not severity ratings nobody acts on.

  • External & internal recon
  • Framework gap analysis
  • Risk register & severity calibration
  • Remediation roadmap
02

Remediate & Build

Hands-on execution. Security architecture, control implementation, and the program documentation auditors and regulators actually accept. Engineered to hold up under inspection — not paper that fails the first time it's tested.

  • Security architecture & design
  • Control implementation
  • Program documentation
  • Regulator-ready evidence
03

Sustain

A program is only as good as the next audit — and the next attack. Retainer-based advisory, periodic reassessments, tabletop exercises, and continuous monitoring. Posture decays without maintenance. We keep yours from drifting.

  • Retainer advisory
  • Periodic reassessments
  • Tabletop exercises
  • Audit support
About

Intelligence unlocks value.  Defense keeps it compounding.

Cambonic builds AI platforms that turn decisions into competitive advantage — compressing weeks of research into days, surfacing insight out of years of operational knowledge, and putting leverage directly in the hands of the people running the business. Intelligence isn't a feature. It's a value-creation lever.

And because the value we engineer is worth protecting, we also defend it. The same team that built the upside understands how to keep it — from regulators, from auditors, and from real adversaries who would rather capture the value than create it.

Not slide decks. Not proof-of-concepts that gather dust. Working systems that compound returns. Defenses that hold.

Get in Touch

Start a conversation

Whether you have an AI platform in mind, need a security assessment, or just want to explore what's possible — reach out.