MCP server with AI agents finding and fixing money leaks Animated illustration of a central MCP server orchestrating a team of AI agents that detect leaks in money pipelines and patch them automatically MODEL CONTEXT PROTOCOL · AI AGENT TEAM Find money leaks. Fix them automatically. $ $ $ $ $ $ CORE-01 CORE-02 MCP SERVER 4 agents · online ●ALL OK ORCHESTRATOR ▼ MCP-SERVER DETECTOR scanning logs ANALYZER root cause AUDITOR found a leak REPAIR patching now $ ●SEALED ORCHESTRATED BY MCP · AGENTS DETECT, DIAGNOSE, PATCH · AUTONOMOUS

DIGIT2AI builds full-stack, industry-specific AI platforms — voice agents, vertical SaaS, and automation — for the SMBs big tech ignores. Production today. Scalable tomorrow.

21
Live platforms
22
Industry verticals
3
AI voice agents
24/7
Autonomous ops
Powering production workloads across
RinglyPro
SurgicalMind
Lactotec
KanchoAI
LawnCopilot
Enruta
AIHotelTalent
TunjoRacing
OrderGoPro
Doctor Picante
PixlyPro
AIA Store
Ronin
GEBHARDT
CW Carriers
HISPATEC
MSK Access
Torna Idioma
Visionarium
CamaraVirtual
RinglyPro
SurgicalMind
Lactotec
KanchoAI
LawnCopilot
Enruta
AIHotelTalent
TunjoRacing
OrderGoPro
Doctor Picante
PixlyPro
AIA Store
Ronin
GEBHARDT
CW Carriers
HISPATEC
MSK Access
Torna Idioma
Visionarium
CamaraVirtual
THE WORKFLOW

From signal to fix — without humans in the loop.

Five stages run continuously across your business. Each stage is owned by a different agent. The MCP server orchestrates the handoffs.

1
Detect

Scan every workflow

Ten Neural analyzers continuously inspect calls, leads, bookings, pipeline, transcripts, and CRM activity. Anomalies and revenue gaps get flagged in real time.

2
Diagnose

Route to the right specialist

The MCP server reads each finding, identifies which specialist agent owns the domain, and forwards full context — data, history, urgency, dependencies.

3
Prescribe

Recommend a fix

The receiving agent proposes a workflow: a callback, a nurture sequence, a re-pricing, a re-book, an outbound campaign — with the expected outcome and risk.

4
Auto-Fix

Execute autonomously

Pre-approved fixes run immediately. Higher-risk ones surface to a human for one-click approval. Either way, the agent owns the action end-to-end.

5
Verify

Measure and report

Every action is logged with the data it acted on, the rule it applied, and the outcome it produced. The score moves; the next finding starts the loop again.

8+
Specialized AI Agents
10
Neural Analyzers
30s
To First Finding
24/7
Auto-Fix Coverage
THE TASKFORCE

Eight specialists. One supervisor. Every channel.

A pre-built team of named agents — each owns a domain, each owns a KPI, each operates 24/7 under the MCP server.

Rachel
Voice Concierge
Owns Missed Calls · After-Hours Coverage
"Answers every inbound call, qualifies the caller, and books the meeting."
Ana
Bilingual Lead Responder
Owns Lead Response Time · Hispanic Coverage
"Calls every new lead inside sixty seconds in English or Spanish."
Lina
Pipeline Nurturer
Owns Stale Leads · Engagement Failures
"Reactivates stale leads with personalized sequences, scores intent."
Sentinel
Pipeline Health Monitor
Owns Pipeline Health · Deal Velocity
"Watches every deal stage continuously. Flags stuck deals."
Nova
No-Show Reducer
Owns No-Shows · Meeting Conversion
"Confirms appointments, sends smart reminders, auto-rebooks missed meetings."
Vault
Revenue Leak Hunter
Owns Revenue Leaks · Renewals
"Cross-checks calls, contacts, and deals to surface unbilled work."
Origin
Source ROI Auditor
Owns Lead Sources · Marketing Attribution
"Ranks every lead source by close rate and cost."
Coach
Conversion Reviewer
Owns Call Conversion · Rep Performance
"Listens to call transcripts, scores rep performance."
Custom Agent
Built To Spec
Owns Whatever your business needs
"Industry-specific work? We build and deploy in days, not months."
MCP ARCHITECTURE

A single protocol-native backbone for the entire fleet.

Experience Layer
Voice · Web · SMS · WhatsApp · Email · Mobile · API · MCP Client
MCP Server
Orchestration backbone — routes findings to the right agent, carries shared context, enforces protocols, logs every call.
Agent Runtime
The taskforce — Rachel · Ana · Lina · Sentinel · Nova · Vault · Origin · Coach + custom agents.
Reasoning
LLM router (Opus · Sonnet · Haiku · Gemini · GPT) + Neural rule engine.
Memory
Per-tenant context store, conversation history, customer record cache.
Tools
CRM writes · calendar · payments · ticketing · email/SMS · custom webhooks.
PLATFORM PILLARS

Build, deploy, govern, and observe — from one place.

Build

  • Visual workflow builder
  • Pre-trained voice personas
  • Plug in your own knowledge base
  • No-code prompt + tool wiring
  • Code-first SDK for power users

Deploy

  • Inbound + outbound voice (PSTN)
  • Web chat + SMS + WhatsApp
  • Mobile SDK (iOS + Android)
  • REST API + MCP server
  • One-click rollback

Govern

  • Role-based access (RBAC)
  • Multi-tenant isolation
  • Full audit trail per action
  • SOC2-style logging + retention
  • Data residency controls

Observe

  • Real-time KPI dashboards
  • Call transcripts + sentiment
  • Per-agent ROI tracking
  • Anomaly + escalation alerts
  • Eval harness for prompt regressions
THE DIFFERENCE

Not another chatbot. Not a DIY toolkit. A finished platform.

Feature Single Chatbot DIY on Hyperscaler Digit2ai Neural
Time to first valueDaysMonths30 seconds
Pre-built agents1 generic0 — you build them8 specialists + custom
Channel coverageWeb onlyWhatever you wire upVoice · Web · SMS · WhatsApp · Email · API · MCP
Agent-to-agent protocolNoneBuild your ownMCP-native
Auto-detect business gapsNoYou write the rules10 neural analyzers built-in
PricingPer seatPer token + engineering salariesPer resolved outcome
Audit + governanceLimitedSix-month security reviewEnterprise-ready day one
USE CASES

Where Neural finds the most money.

SALES OPS

Sales Operations

Catch missed calls, slow lead response, stuck pipelines, and stale leads before they cost a deal.

SUPPORT

Customer Support

Auto-triage tickets, deflect FAQs, escalate hot issues, and ship coaching summaries to managers.

FIELD

Field Services

Confirm appointments, reduce no-shows, dispatch follow-ups, and surface unbilled work.

HEALTHCARE

Healthcare Practices

Patient outreach, appointment reminders, intake processing, and after-hours triage.

REAL ESTATE

Real Estate

Speed-to-lead inside sixty seconds, listing inquiries answered 24/7, showing scheduling on autopilot.

LEGAL

Legal & Professional Services

Bilingual intake, conflict-of-interest checks, contract renewal monitoring, and unbilled-time recovery.

TRUST & SECURITY

Enterprise-grade from day one.

Multi-Tenant Isolation
Hard boundaries per customer.
Full Audit Trail
Every agent decision logged.
RBAC + SSO
Role-based access controls.
Data Residency
US, EU, regional options.
99.9% Uptime SLA
Production-grade infrastructure.
Secrets Vault
No credentials in prompts.
01 — The Opportunity

A once-in-a-generation window for SMB AI.

33 million U.S. small businesses still run on phone calls, spreadsheets, and manual work. Four converging forces have opened the door for a new class of AI-native operators.

01 / Cost collapse

AI inference down 90%+

LLM costs fell over 90% in 18 months. Voice AI that cost $1/minute in 2023 now costs pennies — making full-stack AI viable for $500/mo SMB subscriptions.

02 / Adoption inflection

SMB AI adoption crossed 15%

From under 5% to 15%+ in 2025. Early adopters see ROI, word-of-mouth pulls industries forward. We're at the bottom of the S-curve.

03 / Behavior shift

Voice AI went mainstream

Consumers now expect AI on the phone. Businesses without 24/7 AI response lose leads nightly. SMBs need tools to keep up — fast.

04 / First-mover

Verticals with zero competition

No one builds AI-native platforms for dairy plants, martial arts schools, or lawn care. Big tech chases enterprise. We own these niches first.

05 / Bilingual moat

Bilingual from day one

Full English + Spanish across voice, UI, and operations. Unlocks 62M+ Hispanic Americans and all of LATAM — a market most competitors treat as an afterthought.

06 / Shared infrastructure

New verticals in weeks

Each new platform starts at 60% complete thanks to shared infra: voice, auth, billing, CRM, MCP, dashboards. Velocity compounds.

02 — Proven Traction

Not a pitch deck. Real production.

Every platform below is deployed, serving customers, and generating data. The market, team, and infrastructure are already proven.

$300B+
Total addressable market
SMB AI automation + voice AI + vertical SaaS combined market by 2028
85%
Underserved SMBs
Too expensive, too complex, or not built for their industry
40%+
Voice AI CAGR
Annual growth as businesses replace call centers with AI
60%
Head start per vertical
New platforms inherit shared infra — weeks to market, not months
03 — Live Portfolio

21 production platforms. One shared brain.

Each platform is standalone, industry-specific, and revenue-generating — but all share our AI voice stack, MCP server, CRM, and automation layer.

Flagship

RinglyPro

ringlypro.com

Multi-tenant AI CRM with 3 voice agents — Rachel, Ana, Lina. Calls, appointments, SMS, email in EN + ES. MCP server, GoHighLevel integration, mobile apps. Our core revenue driver.

  • Voice AI
  • Multi-tenant
  • Bilingual
  • SaaS
Visit platform
Sports + Media

TunjoRacing

tunjoracing.com

Full digital platform for IMSA driver Oscar Tunjo — press portal, e-commerce, live results, sponsorship, React admin.

Visit
Dairy / Agritech

Lactotec

lactotec.com

AI-powered dairy plant ops — pasteurizer monitoring, quality, yield analytics.

Visit
Lawn Care

LawnCopilot

lawncopilot.com

AI scheduling, route optimization, voice booking for lawn service operators.

Visit
Martial Arts

KanchoAI

kanchoai.com

Studio management, student lifecycle, AI receptionist for dojos.

Visit
Retail Health

AIA Store

aiastore.ringlypro.com

Retail store-health monitoring powered by computer vision + AI incident triage. Dashboards, alerts, live ops view.

Visit platform
Auto / Fleet

Enruta

aiagent.ringlypro.com/enruta

Vehicle, driver, and route management with AI dispatcher. Built for auto fleets and mobility operators.

Visit platform
Community

Ronin

aiagent.ringlypro.com/ronin

Brotherhood platform with events, content, member management.

Visit
Hospitality HR

AIHotelTalent

aihoteltalent.com

AI-powered hotel recruitment — screening, scheduling, bilingual voice interviews.

Visit
Wellness

Recovery + Nutrition

Eastern US

Boutique fitness / recovery chain with AI member journey & retention.

Learn more
Restaurants

OrderGoPro

ordergopro.com

Voice + kiosk ordering for restaurants — full stack with menus and POS.

Visit
F&B Wholesale

Doctor Picante

doctorpicante.com

B2B hot-sauce wholesale with AI sales agent and order ops.

Visit
Creative AI

PixlyPro

pixlypro.com

AI photography + image generation for product sellers and creatives.

Visit
Intralogistics

GEBHARDT

ringlypro.com/gebhardt

Warehouse automation partner portal — system ops, maintenance, SLAs.

Visit
Logistics

CW Carriers

ringlypro.com/cw_carriers

Freight brokerage operations, dispatch, and autopilot workflows.

Visit
Fleet Ops

Logistics Hub

aiagent.ringlypro.com/logistics

Multi-tenant logistics console — drivers, loads, AI dispatch.

Visit
MedTech / Surgical

SurgicalMind

surgicalmind.app

AI sales-ops platform for surgical reps — hospital intelligence, proforma tracking, clinical dollarization, and business-plan generation for medtech teams.

  • MedTech
  • Sales Ops
  • Clinical AI
Visit platform
MSK / Imaging AI

MSK Access

aiagent.ringlypro.com/msk

Musculoskeletal imaging AI — ImagingMind technology for radiology workflow, diagnosis acceleration, and patient access programs.

  • Radiology
  • Imaging AI
  • Healthcare
Visit platform
Professional Network

HISPATEC

aiagent.ringlypro.com/hispatec

Hispanic professional network — 6 strategic axes, MCP orchestrator, member management. "Acción no sólo palabras."

Visit
EdTech / Language

Torna Idioma

aiagent.ringlypro.com/Torna_Idioma

12-level SFL English curriculum platform — UVEG partnership, React SPA, multi-city rollout (Makati, Zamboanga, Cavite).

Visit
Vision AI

Visionarium

visionarium.app

AI-powered vision intelligence platform — real-time computer vision for enterprise monitoring and analytics.

Visit
Chamber AI

CamaraVirtual

camaravirtual.app

Virtual chamber of commerce platform — config-driven, bilingual, powering PCCI and PACCCFL chamber networks.

Visit
04 — Business Model

Three compounding revenue streams.

Every platform we ship feeds the same financial machine — recurring subscriptions, usage-based expansion, and vertical licensing. New verticals deepen the moat.

1

SaaS subscriptions

Monthly recurring revenue across all 15 deployed platforms. Voice agents, CRM access, dashboards, automation — billed per tenant.

2

Usage-based revenue

Per-call and per-message fees on AI voice agents. As clients grow, usage grows — built-in expansion with zero upselling.

3

Vertical licensing

Each industry platform can be white-labeled and licensed across regions, operators, and franchise networks.

Zero-copy
customer data.

One CRM core, 15 vertical front-doors. Customer records, voice transcripts, appointments, and ops data stay in a single multi-tenant graph — never replicated, never fragmented. Every new vertical gets the full intelligence of the last one, instantly.

05 — Architecture

One brain. Many front-doors.

Our MCP-powered infrastructure means every platform inherits voice, memory, billing, and automation — without duplicating a single customer record. This is how we add verticals in weeks, not years.

06 — FAQ

Answers for operators and investors.

We build and operate industry-specific AI platforms for small and medium businesses. Voice agents, vertical SaaS, CRM, and automation — all sharing a single multi-tenant architecture. Flagship: RinglyPro. 14 additional live platforms across 16 verticals.
Enterprise AI is saturated and expensive. SMBs — dairy plants, dojos, lawn companies, restaurants — are ignored. We build full-stack, industry-specific AI that costs what an SMB can pay and does what their business actually needs. Most have never had software written for them.
Yes. Every platform in our portfolio is deployed, serving real businesses, and generating data. Visit any of them — they're public and functional. We don't ship mockups.
Weeks, not months. Shared infrastructure — voice, billing, auth, MCP server, CRM, dashboards — means each new platform starts at roughly 60% complete. We only build the vertical-specific surface.
Full English + Spanish from day one. Voice, UI, automation — everything bilingual. This unlocks 62M+ Hispanic Americans plus all of LATAM. Most competitors bolt Spanish on later; for us it's the default.
Three paths: (1) licensing an existing platform for your industry, (2) co-building a vertical with us as a partner, (3) exploring investment. Reach out using the contact block below and we'll route you.

Let's build your vertical.

Investor, operator, or partner — we respond within one business day. Production demos available on request.