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Plaiground

AI Revenue Architecturefor the Scaling Enterprise

— We don't bolt on AI — we re-engineer your core workflows to deliver $100K+ in cost savings and revenue growth, guaranteed.

The gap between your growth targets and your operational capacity is widening. While you need 200-person output, you can't afford 200-person headcount.

We build enterprise-grade AI systems that integrate directly into your existing infrastructure — turning your 50-100 person team into a supercharged operation that scales without the overhead.

Book Your Free ROI Assessment

Products & Clients Featured In:

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If You're Not Automating Core Operations,
You're Already Bleeding Capital

Your competitors aren't just "trying AI." They're re-engineering their entire operational backbone — cutting costs by 30-40% while scaling revenue faster than ever.

The question isn't whether AI will transform your industry. The question is: Will you lead the transformation or scramble to catch up?

COMPETITIVE_REALITY_CHECK
  • Automating entire departments
  • Scaling without proportional hiring
  • Leveraging data you're ignoring
  • Operating 24/7 with zero burnout

Scale Revenue, Not Headcount

Path 1

Deploy Your AI Workforce

Replace $240K+ in Annual Salary Costs With AI Agents That Never Sleep, Never Quit, and Scale Instantly

AGENT_ACTIVITY_LOG
LIVE
Analyzing market trends...
Now
Drafting outreach to 50 leads...
2m ago
Qualifying prospect: Acme Corp
5m ago
Generating weekly report...
12m ago
Scraping competitor pricing...
15m ago
Follow-up sent: John D.
18m ago
Optimizing ad spend...
22m ago
Analyzing market trends...
Now
Drafting outreach to 50 leads...
2m ago
Qualifying prospect: Acme Corp
5m ago
Generating weekly report...
12m ago
Scraping competitor pricing...
15m ago
Follow-up sent: John D.
18m ago
Optimizing ad spend...
22m ago

We build specialized AI agents that execute complete job functions: AI sales development reps that qualify leads 24/7, AI operations managers that handle order processing and logistics coordination, AI customer service agents that resolve 80% of inquiries without human intervention, and AI financial analysts that automate compliance and reporting workflows.

Perfect for: COOs and Finance leaders who are tired of the hiring treadmill, drowning in turnover costs, and watching operational bottlenecks kill growth momentum.

Path 2

Embed Our AI Integration Team

Get a Full AI Strategy, Engineering, and Change Management Team for Less Than the Cost of Two Senior Hires

PERFORMANCE_METRICS
New Deal Closed: $12,500
Efficiency +45% (MoM)
System Optimization Complete
Cost Saving: $4,200
Lead Velocity: +22%
New Deal Closed: $12,500
Efficiency +45% (MoM)
System Optimization Complete
Cost Saving: $4,200
Lead Velocity: +22%

We become your embedded AI partner: conducting deep operational analysis to identify your highest-ROI opportunities, architecting custom solutions that integrate seamlessly with your legacy systems, managing the entire deployment and change management process, and providing ongoing optimization and strategic guidance as your needs evolve.

Perfect for: CEOs and Operations leaders who know AI is critical but lack internal expertise, need strategic guidance beyond basic automation, and want a partner who's accountable for measurable business outcomes.

Both approaches deliver: Enterprise-grade security, full system integration, change management support, and guaranteed ROI.

Schedule Your AI Integration Assessment

Why Companies Choose Us Over Internal Hires or Traditional Consultancies

30-60

Day Measurable ROI

No 12-month "transformation roadmaps." We architect for immediate impact with specific cost savings or revenue metrics visible in your first month of deployment.

True Enterprise Integration

We specialize in the hard problems other AI companies avoid — connecting 20-year-old ERP systems, cleaning messy data across siloed departments, and building robust two-way integrations that actually work under production load.

Full Change Management Included

We don't just drop technology and disappear. We handle employee training, process documentation, adoption monitoring, and ongoing support so your team actually uses what we build.

Proven Cost Reduction Track Record

We've saved clients $284K-$850K annually by augmenting (not replacing) teams with intelligent automation. Your people focus on high-value work; AI handles the repetitive tasks they hate anyway.

Financial Accountability Built In

Every engagement includes our proprietary ROI Framework with monthly performance tracking, clear financial projections, and guaranteed returns — if we don't hit our numbers, we refund everything.

Risk-Free Partnership Structure

90-day ROI guarantee. If we don't deliver our projected ROI within 90 days, we refund your entire investment and continue working at no cost until we do. You literally cannot lose.

We've Transformed Operations for Growing Enterprises

Our clients don't experiment with AI — they use it to dominate their markets while competitors drown in operational chaos.

PO_8492
Status
Shipped

Manufacturing & Distribution Co.

Automated their entire order-to-fulfillment workflow

Industry
B2B Manufacturing
Result
$340K annual savings, 70% faster processing
Acme Corp
Enterprise Plan
Health Score98/100
Usage Trend
+24%
Auto-Renewal sent to decision maker.

Professional Services Firm

Built predictive client retention system

Industry
Professional Services
Result
$680K churn prevented, 47 days to ROI
Compliance_Guard
v2.4.0
HIPAA Audit LogsVERIFIED
Data EncryptionAES-256
Access ControlACTIVE
Real-time monitoring active...

Healthcare Technology

Deployed AI-powered compliance automation

Industry
Healthcare Tech
Result
80% reduction in audit time, zero compliance incidents

Plaiground Is Your Fractional AI Leadership Team

Most agencies build pilots that never integrate. We build production-grade systems that become the backbone of your operations.

THE DIFFERENCE
Strategy & Integration
Enterprise Architecture
Full Code Ownership
30-60 Day Deployment
Change Management
ROI Guarantee
PLAIGROUND
Included
Included
Included
Included
Included
Included
ENTERPRISE CONSULTANCIES
($500K+ projects)
Sometimes
(Licensing fees)
(6-18 months)
Sometimes
AI STARTUPS
(Never ships)

Choose the AI Partnership Model That Fits Your Business

Option 1

AI Workforce Deployment

Stop Hiring Your Way Out of Growth Problems — Deploy Specialized AI Agents That Scale Instantly and Never Burn Out

  • ✓ Deep Operational Analysis & Agent Design
    We map your current workflows, identify the roles bleeding the most time and money, and architect AI agents specifically designed to execute those complete job functions.
  • ✓ Custom AI Agent Development & Training
    AI Sales Development Reps, AI Operations Coordinators, AI Customer Service Specialists, AI Financial Analysts — each one trained on your processes, voice, and business rules.
  • ✓ Full System Integration & Deployment
    Your AI workforce connects directly to your CRM, ERP, support desk, and communication tools — working alongside your human team within your existing infrastructure.
  • ✓ Performance Monitoring & Continuous Optimization
    Monthly analytics showing exactly how many hours saved, tickets resolved, leads qualified, and dollars recovered. We optimize and expand based on performance data.
Timeline: First AI employee deployed in 14-21 days | Investment: $7,997-$12,997/month
Avg. Annual Savings: $240K-$480K in avoided hiring costs
Sales_Agent_01
Active
Find all manufacturing companies in Texas with revenue > $50M.
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I found 427 companies matching your criteria. I am now enriching this data with contact information for CTOs and VPs of Operations.
> Scraping LinkedIn Sales Nav...
> Verifying email addresses...
> 142 verified leads added to CRM.
Draft personalized outreach emails for the top 50.
Drafting 50 unique emails based on recent company news and quarterly reports...
Type a command...
REVENUE_OS
Q3_PERFORMANCE
TOTAL SAVINGS
$842,000+24%
ROI MULTIPLIER
12.4x+8%
Efficiency Trend
Option 2

Embedded AI Integration Partnership

Get the Strategic AI Leadership and Technical Firepower of a Full Internal Team Without the $800K+ Annual Salary Burden

  • ✓ Comprehensive AI Opportunity Assessment & Strategic Roadmap
    We analyze your entire operation to identify the 3-5 highest-ROI AI implementations, then build a phased deployment plan with clear financial projections for each initiative.
  • ✓ Custom Enterprise AI Solution Architecture & Development
    From predictive analytics platforms to intelligent document processing to automated compliance systems — we build exactly what your business needs, integrated with your existing tech stack.
  • ✓ White-Glove Change Management & Team Enablement
    We don't just build technology — we ensure your organization adopts it. Full training programs, documentation, and hands-on support for your team throughout deployment and beyond.
  • ✓ Ongoing Strategic Partnership & Performance Optimization
    Monthly strategy sessions, continuous feature development, performance monitoring, and proactive recommendations as your business evolves and new AI opportunities emerge.
Timeline: First solution deployed in 30-60 days | Investment: Starting at $20K per implementation
Avg. ROI: $300K-$1M in cost savings or new revenue annually

Meet The Founders

Denis Estimon

Denis Estimon

Co-Founder & Chief Technology Officer

The Integration Architect

Denis specializes in building enterprise-grade AI infrastructure that connects seamlessly with legacy systems and scales under production load.

Lucas Spinella

Lucas Spinella

Co-Founder & Strategy Partner

The ROI Engineer

Lucas designs AI implementations with clear financial outcomes — ensuring every dollar invested delivers measurable returns to the P&L.

Your Investment, Protected by Ironclad Guarantees

30-60 Day Deployment Guarantee

Your AI system will be fully integrated and operational within our promised timeframe or we work at no additional cost until complete.

90-Day ROI Guarantee

If you don't achieve our projected cost savings or revenue impact within 90 days, we refund your investment and continue working until you profit.

100% Ownership Guarantee

You own all code, infrastructure, and intellectual property. No licensing fees. No vendor lock-in. Ever.

Integration Guarantee

Your AI systems will integrate seamlessly with your existing infrastructure or we rebuild from scratch at our expense.

Frequently Asked Questions

"Do we need an internal AI team?"

No. We function as your fractional AI leadership team. You bring domain expertise; we handle strategy, architecture, development, and deployment.

"How long until we see ROI?"

Most operational automation projects show measurable cost savings within 30-45 days. Revenue intelligence systems typically demonstrate impact within 60-90 days.

"What if our systems are old or complex?"

That's our specialty. We've integrated with legacy ERPs, custom databases, and decades-old infrastructure. Complexity is our competitive advantage.

"Do we own everything you build?"

Yes. 100% code ownership, full IP rights, complete infrastructure control. No recurring licensing fees. You can take it in-house anytime.

"What if the ROI projections are wrong?"

Our 90-day guarantee means if we miss our financial targets, we refund your investment and continue working at no cost until we deliver.

"How secure is our data?"

Enterprise-grade security with end-to-end encryption, SOC 2 compliance support, and full NDAs. We can work within your existing security infrastructure.

"Can you integrate with [our specific system]?"

Almost certainly yes. We've built integrations for SAP, Oracle, Microsoft Dynamics, Salesforce, custom APIs, and legacy on-premise systems.

"What makes you different from consultancies?"

We don't just strategize — we build, deploy, and guarantee results. You get McKinsey-level strategy with in-house engineering execution, at a fraction of the cost.

The AI Integration Window
Is Closing

Your competitors are re-architecting their operations right now. The cost of waiting isn't just opportunity — it's market share you'll never recover.

Limited Capacity: We only partner with 3-4 companies per quarter.
Current Availability: 2 partnership slots remaining this quarter

What you'll receive:

  • Complete operational analysis with high-ROI automation opportunities identified
  • Custom integration roadmap with timeline and financial projections
  • Honest assessment of technical feasibility and organizational readiness
  • Zero-pressure consultation — we'll tell you if we're not the right fit
No sales theater. Just strategic clarity.
The AI gold rush is happening. Will you lead or follow?
Book Your Free ROI Assessment Now