AI Revenue Operations Agent · Conversational Operations

Conversations are where your funnel dies.
And where your team burns out.

Elocuenti is the AI Revenue Operations Agent that runs your complex conversations — qualifying leads, closing transactions, recovering revenue, and retaining customers — across every channel. 24/7. Without scaling your team.

The revenue loop

Four operations.
One agent.

From the first inbound message to the renewal six months later — every step of the conversation runs through one agent, one memory, one platform.

01 · Attract

Reply the instant they reach out.

Ads, DMs, web queries, phone calls — the agent picks up in seconds with full context. No "we'll get back to you tomorrow." No "leave a message after the tone."

  • Click-to-WhatsApp Ads tracking
  • Instagram & Messenger DM
  • Voice — inbound PSTN & WhatsApp Calling
  • Web widget embedded on any page
02 · Qualify

Score leads as they type.

The agent captures location, budget, intent, documents — and advances the lead when fields are complete. Your humans see only sales-ready leads.

  • Background field capture, no forms
  • Multimodal: reads IDs, payslips, photos
  • Auto-advance through pipeline stages
03 · Sell

Close transactions inside the conversation.

Carts, applications, contracts, bookings, deposits — closed where the customer talks to you. Real-time grounding to your catalog, CRM, or underwriting rules. The deal happens where the conversation does.

  • Real-time inventory and catalog
  • In-chat checkout & payment link
  • Personalized cross-sell & upsell
04 · Retain

Outbound, segmented, measured.

Behavioral cohorts. Predictive churn scoring. Multi-channel campaigns with full attribution — every retention dollar tracked end-to-end.

  • Behavioral audience builder (intent + history + sentiment)
  • Multi-channel campaign sender — WhatsApp, voice, email, SMS
  • Predictive churn-risk scoring per customer
  • Per-campaign attribution & ROI dashboards
Built on trust

Trust isn’t a feature.
It’s the architecture.

Every reply is grounded. Every access is scoped. Every action is logged. Enterprise-grade isolation, observability, and compliance — built in from day one.

01
Grounded Generation

Replies tied to your source of truth.

Every output is sourced from your catalog, CRM, and knowledge base in the same turn. If the data isn’t there, the agent says so — no invented prices, no hallucinated promises, no phantom links. Grounded by architecture, not by prompt suggestion.

02
Tenant Isolation

Your data, fenced by design.

Customer profiles, conversation history, and intent signals live within strict boundaries — enforced at the database, vector store, and inference layers. Your data stays yours.

03
Observability + MCP

Your data, on your stack — not locked in ours.

Every prompt, tool call, and outcome streams in real time to your warehouse. Query your conversations from Claude, ChatGPT, or any MCP-compatible client. Build your own dashboards, run your own reports, export anywhere. Full audit lineage included. Your data, your stack, your control.

04
Privacy Controls

Right to delete. Right to opt out.

When a customer asks to be deleted, the cascade runs everywhere — CRM, conversation history, vector store, analytics. Opt-out is a primary signal enforced across every channel. Role-based access controls per user, per region, per pipeline.

The platform

Text. Voice.
One brain.

Two surfaces. The same agent. The same memory. The same customer profile follows the conversation across every channel.

Conversation Agent

Text, chat, social.
The agent that runs the process.

A configurable agent that qualifies leads, builds carts, processes payments, collects KYC documents, books appointments, and routes escalations — across every text-based surface.

  • WhatsApp Business API + interactive flows
  • Instagram DM and Story replies
  • Messenger
  • Embedded web widget on any site
  • Customer-facing MCP for advanced clients
Voice Agent

Phone calls.
Real-time. Conversational.

The agent answers inbound calls and places outbound ones — with the same customer profile and memory it uses in chat.

  • Real phone number, inbound + outbound
  • WhatsApp Calling integration
  • Outbound voice campaigns
  • Softphone in the dashboard for agents
The intelligence layer

Not a chatbot.
An intelligence that compounds.

The agent learns your customers, your catalog, and your operation. The longer you run it, the sharper it gets at closing, recovering, and retaining.

Customer memory

Every customer, fully known.

Every message, call, purchase, and visit builds a complete profile. A returning customer never re-introduces themselves.

CUSTOMER · Carolina M.
Purchases
6
Preferences
4
Conversations
47
Patterns
6
Sentiment
85%
Continuous learning

Sharper, every week.

Every conversation tunes the agent's per-customer model — recommendation, timing, tone.

The flywheel

Compounds itself.

Signals feed analytics. Analytics tune the agent. The agent generates better signals.

Smart segmentation

Cohorts, not lists.

Build audiences from behavior, history, intent, sentiment — and activate them with campaigns that already know each person.

VIP 238
Returning 1,420
At risk 312
New 87
Conversations to revenue

Revenue compounds
in the conversation.

Every cart, application, booking, deposit closed inside the chat stacks revenue in real time — attributed by channel, tracked by source, growing by the hour. The line goes up because every conversation converts.

conversion lift
on current pilots
<60s
average first response
24/7, every channel
24/7
no human-shift gap
every hour, every day
Audiences & campaigns

Your data, activated.
Customers, coming back.

Build audiences from behavior — "customers who viewed X but didn't buy in 30 days" — and reach them on the right channel with full context of who they are.

WhatsAppEmailSMSVoice
Active audience
Segment
Inactive buyers · 30d
Criteria
Last purchase > 30 days
Total orders > 2
Abandoned cart
Estimated reach
~1,240customers
Channels
WhatsAppEmailSMS
Send campaign →
Built for your operation

Whoever you are.
Wherever you sell.

Commerce & Retail

Sell more without hiring more.

Recover abandoned carts, complete orders in WhatsApp, automate support. Your agent knows every customer and closes where humans can't reach.

  • Automatic cart recovery
  • Checkout inside WhatsApp & Instagram
  • 24/7 support with full context
  • Cross-sell & upsell from purchase history
Fintech · Lending

Qualify leads without paper.

The agent asks for the ID, reads the payslip, captures customer data, and advances the lead — all from inside the chat.

  • Automatic KYC reading customer images
  • Background field capture
  • Pre-approval inside the conversation
  • Briefed handoff to human agents
Retail · Services

Scale operations without ceiling.

Handle thousands of conversations with the same quality as your best rep. Voice + text, every channel, one system.

  • Voice agent for inbound calls
  • Appointment booking with your calendar
  • Unified multi-channel inbox
  • Context-rich human handoff
Meet the agents

Three personalities.
One engine.

Tuned for the operation you run. Configurable, named, and ready to deploy across your stack.

Conversion Closing Agent
Lola
Closes the deal before the customer leaves the chat.
Catalog GroundingCross-sell MemoryCart RecoveryMulti-currency Payment
Powered by Elocuenti Revenue Operations Engine
Underwriting Agent
Mateo
Reads the documents. Captures the data. Advances the lead.
Multimodal KYCBackground CapturePre-approval LogicBriefed Handoff
Powered by Elocuenti Revenue Operations Engine
Retention Agent
Sofía
Knows their pattern. Knows when they're at risk.
Pattern MemoryChurn TriggersRe-engagement FlowsSentiment Tracking
Powered by Elocuenti Revenue Operations Engine
Production references

What the agent has shipped.

Real conversations, real outcomes. Operations the agent runs end-to-end in production today.

Auto Financing · LATAM
Motorcycle dealer financing pilot
33-turn
end-to-end KYC closed in one conversation
"13 customer images — national IDs, payslips, signatures — processed in a single conversation. End-to-end loan qualification without human intervention."
D2C Commerce
Skincare retail · WhatsApp inbound
< 5 min
ad-click to confirmed paid order
"WhatsApp inbound from Instagram ad to confirmed order in under five minutes. Saved payment method. In-chat product card. Native payment link."
Retail Parts
Automotive aftermarket
Zero re-asks
repeat-buyer recognized without lookup
"Customer asks for 'the usual filter for my Hilux' — the agent already knows the model, the history, and the shipping preferences. No questions re-asked."
Ready to operate

Deploy the agent that
runs the conversation.

A 30-day pilot. Real conversations. Real revenue attribution. See the agent run your operation before you commit.