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Turn AI from scattered experiments into a managed system for performance and growth.
Shadow tools, internal agents, prompt loops, and workflows resolved into one operating record.
Unowned agents, drifted workflows, and missing review cadences surfaced before they become incidents.
Vendor and model costs tied back to teams, workflows, and business outcomes instead of invoices alone.
High-performing patterns identified, packaged, and ready to spread across similar teams.
Teams are bringing their own AI tools, connecting them to proprietary data, and building workflows nobody else can see. The result is chaos.
Employees are BYOAI - bringing their own AI tools across every team and function. Leadership has no idea what's being used, by whom, or how.
AI bills are growing fast with no way to attribute costs to teams, workflows, or outcomes. Money goes out. Nobody knows what comes back.
Your best AI workflows live inside one person's head. When a power user finds something that works 10x better, there's no mechanism to spread it.
Every employee pasting proprietary data into AI tools is sending it to third parties. Nobody is tracking where company data flows.
AI agents and automated workflows keep running long after the person who set them up has moved on. Nobody owns them. Nobody monitors them.
Companies brag about token consumption like it means something. But nobody can tell you which AI usage is actually driving business results.
Built for leaders rolling out AI across operations, engineering, finance, legal, and security teams who need visibility, control, and measurable performance from day one.
Paperclip frames AI labor as a company you run. Proxon brings that same management mindset to real organizations: discovery, ownership, budgets, policy, and continuous improvement.
Find every AI tool, agent, workflow, prompt loop, and automated handoff already operating across the company.
Give every AI system a role, purpose, owner, budget, data policy, lineage trail, and review cadence.
Identify high-performing workflows, package the pattern, and propagate it to every similar team without waiting for documentation.
Proxon is the management layer that turns AI from scattered tooling into a structured operating system. It discovers what exists, governs who can use it, attributes cost and outcomes, and spreads what works.
Inventory tools, agents, prompts, MCP servers, workflows, data sources, and handoffs already operating across the company.
Assign owners, approval paths, review cadences, access controls, and execution-time policies to every AI system.
Connect vendors, models, teams, budgets, workflows, and outputs into one chain of accountability and cost attribution.
See who is getting better at AI, which systems are working, which workflows are drifting, and where gains are actually coming from.
Extract high-performing patterns from power users and deploy them across similar teams without waiting for documentation or manual coordination.
AI isn't just another tool. It's restructuring how work gets done at a fundamental level.
As AI gets more powerful, every person and team produces dramatically more output - more code, more content, more analysis, more decisions. But human capacity to consume, evaluate, and act on that output stays flat.
The result: the middle layer of work - review, filtering, quality control, synthesis - is itself becoming AI-driven. Bots write code that other bots review. AI generates reports that other AI systems summarize. The volume of AI-to-AI interaction inside companies is about to explode.
Without a management layer, this becomes ungovernable. Proxon is built for this reality. It doesn't just track individual agents - it manages the entire production-review-delivery pipeline as AI systems increasingly work with and through each other.
Proxon turns scattered AI activity into a structured operating system. Every agent has a job. Every workflow has a budget. Every output has lineage. Every exception has an owner.
The companies that operationalize AI will compound faster every quarter. The companies that let AI spread without structure will accumulate risk, waste, and organizational drift.
Employees are using AI today whether leadership has a plan or not. The question is whether the company can see it, measure it, and improve it.
Each new model, workflow, or agent adds another place where cost, policy, ownership, and data exposure can drift out of control.
Once one team starts discovering repeatable AI workflows, the advantage goes to the company that can spread those patterns everywhere else.
Proxon treats agents like employees. Each has a role, a cost profile, a performance history, and an owner.
See every AI tool, agent, and workflow running across your organization. Map data flows. Know who's using what. No more shadow AI.
When a team discovers a high-performing workflow, Proxon extracts the pattern and propagates it. Your best AI users become the template for everyone else.
Every dollar attributed to a team, workflow, and business outcome. Not just what you're spending - what you're getting in return.
Map what data flows through which AI tools. Enforce policies at execution time. Maintain full audit trails. Scale without unmanaged risk.
Every AI system has an owner, a purpose, and someone accountable when it breaks. Track lineage. Eliminate orphaned agents.
Each page in the demo answers a different executive question: who is using AI, what exists, what it costs, what it produces, what needs review, and how winning patterns spread across the company.
Track adoption by person, team, and department. Find power users, lagging groups, and where enablement is working.
ORG OVERVIEWSee the company as an AI workforce: departments, teams, employees, and agents connected through one operating structure.
AGENTS & SKILLSBrowse the catalog of agents and skills your company can deploy, with governance, role fit, and usage already attached.
INVENTORYMaintain one inventory of models, prompts, tools, MCP servers, and data sources instead of discovering shadow AI too late.
OUTCOMESConnect AI usage to business metrics, process improvements, and attributable gains instead of reporting vanity metrics.
COST INTELLIGENCEAttribute spend by vendor, model, team, workflow, and owner so leadership can invest with confidence instead of guesswork.
COMPLIANCEMonitor violations, shadow assets, approvals, data exposure, and audit logs from one command surface.
The point is not to track AI for its own sake. The point is to make AI rollout faster, safer, more measurable, and easier to compound across the entire company.
Give teams approved systems, skills, and workflows from day one instead of relying on scattered experimentation.
Discover unapproved tools, orphaned agents, and missing reviews before they become security or operational incidents.
Prove which teams, workflows, and outcomes justify AI investment so finance can fund growth instead of constraining it.
Close the gap between your best AI users and everyone else by identifying and propagating what actually works.
AI is not governable with policy documents alone. Proxon turns ownership, lineage, approvals, and data controls into live product surfaces that teams can operate against every day.
Each team sees Proxon through its own pressure: spend, risk, output quality, adoption, ownership, and competitive advantage.
Attribute every dollar to vendors, teams, workflows, owners, and business outcomes.
CEO / COOFind high-performing internal AI workflows and make them replicable across the org.
CISO / LEGALMap AI data flows, enforce policies at execution time, and maintain audit trails.
COO / HEAD OF AITrack ownership, lineage, purpose, budget, drift, and escalation paths.
CEO / STRATEGYBenchmark current AI readiness and build a deployment roadmap across every function.
WHITEPAPERRead the full Proxon thesis: AI workforce management, cost, governance, and propagation.
Structured. Measurable. Governed. Continuously improving.
Proxon helps the whole company get better at using AI.
Book a demo and we’ll show you how Proxon helps your company discover AI usage, govern it, measure it, and spread what works across the organization.