AI Systems That Work in Your Business
ProBizSystems turns practical AI ideas into working solutions. We design, build, integrate, secure, and support assistants, automations, applications, and private AI environments around the way your organization already operates.
advising, building, integrating, supporting
From application sprawl to a governed operating model
See how the Groovefellows working pattern becomes a client platform that ProBizSystems assesses, designs, builds, integrates, proves, and supports.
ClawNex: Useful Agent Security Without an Enterprise Licence
ClawNex exists because small and midsize organizations also need practical ways to inspect agent traffic, reduce data leakage, detect prompt attacks, and preserve evidence. Those controls should not require an enterprise security platform or a full-time security leader.
You can self-host ClawNex at no licence cost. If you want help putting it into operation, ProBizSystems can handle installation, integration, policy setup, maintenance, and support.
Threat Detection
163 rules across 10 categories, including secret exfiltration, command injection, jailbreaks, and C2 beacons, applied to routed traffic in real time.
Traffic Monitor
Supported agent-model traffic logged with model, provider, verdict, and token metrics.
Audit Trail
Detailed action logging for review, investigation, and a clearer record of what connected agents did.
Cost Intelligence
Token usage analysis and per-agent cost breakdown across connected agent traffic.
ClawNex Traffic Monitor: routed agent-model requests are scanned, assigned a verdict, and logged in real time.
Founder-led delivery, backed by work you can inspect
Frederick leads each engagement. His credentials and ClawNex provide public, verifiable evidence behind the delivery model.
From first conversation to a working solution
Frederick brings the judgment and direct client relationship. ProBizSystems is the business that scopes the work, delivers it, and supports what goes into operation.
Advise
Frame the business problem, constraints, success criteria, ownership, and operating risk before selecting a solution.
Design & Build
Turn the right opportunity into an assistant, automation, application, or private workspace designed around your actual workflow and review points.
Integrate & Secure
Connect the solution to the tools and data already in use, with access boundaries, evidence, and security designed into the implementation.
Operate & Support
Handle maintenance, monitoring, improvement, and recovery planning so the system remains useful after the first launch.
Use what fits. Build only when it should
The goal is not to sell custom software for its own sake. It is to solve the problem with the least unnecessary complexity and a clear path to ownership and support.
Recommend What Already Works
If an existing product meets the need, we help you choose it, configure it, and fit it safely into the way your business operates.
Adapt & Integrate
When the right tools already exist but do not work together, we connect them, add the missing workflow, and reduce the handoffs your team has to manage.
Build What Is Missing
When the problem genuinely requires something custom, we build the application or agent system with defined boundaries, human review, and a supportable operating model.
Residency is location. Sovereignty is control
Keeping data in the right country can satisfy a residency requirement. Stronger control asks additional questions: who operates the infrastructure, who holds the keys, who can authorize access, and whether the business can recover and move its systems without depending on one provider.
Infrastructure You Control
Run sensitive workloads on approved infrastructure, including local or on-premises systems where that level of control is justified.
Keys, Access & Portability
Design custody, access decisions, encrypted backups, and exit paths so control does not stop at the provider's dashboard.
Ownership Includes Responsibility
Greater control also means owning maintenance, monitoring, backup verification, and recovery. ProBizSystems can help operate that responsibility.
Control is a design choice, not a slogan. We help you decide which data and workloads justify owned infrastructure, local inference, or tighter key custody, and which external services still earn their place. See how private AI workspaces work → For the broader operating platform, explore the Private Business Cloud.
We run the discipline ourselves
Our own operation is built around self-hosted open-source systems across identity, collaboration, delivery, observability, and AI workflows. The point is not to reject cloud by default; it is to know which workloads deserve owned infrastructure and tighter jurisdictional control. We bring that operating experience to client architecture without exposing internal systems.
You own the data and control who can reach it.
Choose the outcome, not the buzzword
Start with the business problem. We can automate a workflow, connect existing tools, build an application, secure an agent system, or create a more private operating environment when the work calls for it.
AI Assistant Design & Build
Collaborative design and build of a personal AI assistant tailored to how you actually work, not a generic chatbot bolted onto your stack.
Learn more → SecurityAI Agent Security
Practical threat detection, custom data-loss controls, PII protection, and evidence for AI agents, powered by the open-source ClawNex platform.
Learn more → InfrastructureAI-Native Workspaces
Private workspaces where your team and approved AI agents use governed data inside a client-selected control boundary.
Learn more → ProBiz Sovereign CloudPrivate Business Cloud
A private or hybrid business cloud with secure identity, governed business systems, controlled AI workflows, verified backups, observability, and managed recovery.
Learn more → AutomationCustomer Service Automation
An AI-assisted first line for approved routine questions, with explicit escalation and a context-rich handoff for cases that need a person.
Learn more → AutomationBusiness Process Automation
We find the repetitive, rules-based work draining your team, including email, documents, scheduling, and data movement, then automate it.
Learn more → DevelopmentAI-Assisted App Development
Turn a business problem into a production application, built on a security-hardened pipeline instead of left as a brittle prototype.
Learn more → AdvisoryAI Strategy & Advisory
Consulting calls, readiness assessments, and retainer advisory from someone with no product quota to hit.
Learn more →How We Work Together
We begin with the work, choose the simplest credible path, prove it in operation, and stay involved where maintenance and support matter.
Understand
We start by understanding how you actually work: where your time goes, which tasks are safe to delegate, and where AI genuinely fits versus where it doesn't yet.
An honest assessment, not a sales pitch
Choose
We recommend an existing tool, an adapted integration, or a custom build, then walk you through the trade-offs before anything is implemented.
You see the plan before you commit
Build & Prove
We build it, secure it, and prove it on one real workflow first, measuring the time and effort recovered against the work it replaces.
Value proven on one workflow before scaling
Scale & Support
With value proven, we expand to the next workflows and stay on to refine, harden, and adapt the system as your needs evolve.
Ongoing iteration as your work changes
How Engagements Work
No fixed packages or off-the-shelf tiers. This is custom expert work, so every engagement is scoped to what you actually need. It starts with a conversation, not a contract.
Start with a Conversation
A consulting call to understand your workflows and where AI genuinely fits. Sometimes the most valuable outcome is an honest "not yet."
Scoped Engagements
Design-and-build work scoped to your needs: a single assistant, a secured agent fleet, or a sovereign workspace. You see the plan and the cost before you commit.
Ongoing Advisory
Retainer-based support as your systems and workflows evolve, with iteration, hardening, and a steady hand as your needs change.
Common Questions
How do we get started?
With a conversation. We talk through your workflows and where AI might fit, then scope an engagement around what you actually need. There's no obligation to proceed. Sometimes the most useful outcome is a clear next step you can handle without us.
Do I need to be technical?
No. We handle the technical design, build, security, and maintenance. You interact with the systems we build the way you'd work with a capable team member: in plain language, through the tools you already use.
How is this priced?
Every engagement is scoped to your needs rather than sold as a fixed package. You'll see the plan and the cost before any commitment. We can start small with a single workflow and expand once the value is proven.
What makes you different from an AI agency?
Two things. First, this is a founder-led practice grounded in 30 years of security and systems engineering, not a marketing shop that added "AI" to its menu. Second, AI agents touch your systems and data, so security is part of the first conversation.
Is my data secure?
Security is where this practice started. We build systems with visible controls and evidence, and use controlled infrastructure or local inference when sensitive data should remain inside an approved boundary. For high-sensitivity workflows, the architecture can remove the need to send proprietary context to a general-purpose hosted model.
Can you work with my existing tools?
Yes. We integrate with the systems you already run, including CRM, ERP, communication tools, and custom databases, rather than asking you to rip everything out and start over.
What if AI isn't the right fit for my problem?
We'll tell you. We have no product quota to hit and nothing to sell you that you don't need. If the honest answer is "not yet" or "this is better solved another way," that's the answer you'll get.
Who actually does the work?
ProBizSystems is a founder-led practice built on the expertise of Frederick Nwokobia: AI Systems Architect, CISSP, four patents in secure connectivity. You work directly with deep expertise, not a rotating cast of junior account managers.
Frederick leads the work. ProBizSystems delivers it
Frederick Nwokobia brings the judgment, experience, and direct conversation behind each engagement. ProBizSystems provides the clear project path: scope, proposal, implementation, integration, maintenance, and ongoing support.
That work is grounded in 30 years across systems, security, and financial services. The aim is practical: understand what is getting in the way, make a commercially sensible choice, and put a supportable solution into operation.
The relationship between the sites is simple. Frederick's personal site is where you can understand how he thinks and begin a direct conversation. ProBizSystems is where client work is structured and delivered. ClawNex is the open-source security product that can be used independently or supported through a ProBizSystems engagement.
Frederick Nwokobia: AI Systems Architect
Thirty years across security and financial services, including 13 years as a VP at Barclays. Four patents in secure connectivity, CISSP since 2006, NVIDIA AI Infrastructure certified, and creator of ClawNex. Security is part of the delivery model from the start.
Meet Frederick and see his work →
From the Blog
Practical guidance on AI systems, automation, data control, and the operating decisions behind them, written for business owners and leaders.
Cloud Privacy Laws: Why Provider Jurisdiction and Encryption Both Matter
How cloud privacy laws, provider headquarters, key ownership, metadata, backups, and AI access shape the real control boundary.
Read article → AI StrategyWhy Open-Source AI Models Are Becoming a Data Sovereignty Strategy
Why local and open-weight models are becoming part of the data-control conversation.
Read article → AI StrategyMoving Away from Vendor-Controlled Office Suites Without Breaking the Business
How to think about documents, identity, collaboration, and AI context before migrating.
Read article →What needs to work better?
Tell us what is slowing the business down, what systems are involved, and what a useful outcome would look like. Use the conversation options below or email info@probizsystems.com directly.
Limited availability: as a founder-led practice, we take on a limited number of engagements at a time to give each the attention it deserves.