Omnichannel AI Agents
Specialised AI agents built to execute customer outcomes at enterprise scale.
Signal OS™ determines what should happen next. Journeys coordinate customer progression. Agents execute the actions that move customers forward.
Fundamento deploys specialised AI agents across voice, messaging, servicing, onboarding, renewals, collections and operational workflows.
Every agent operates with shared customer intelligence,
journey context and business objectives
The result is not a collection of disconnected bots.
It is a coordinated execution layer designed to improve acquisition, activation, servicing, retention and recovery outcomes.
The Agent Architecture
One intelligence layer. Multiple specialised agents.
Most customer engagement environments operate through disconnected systems.
- Voice conversations happen on one platform
- Operational workflows live elsewhere
- Human teams often work independently from all three
- Messaging happens in another
- Operational workflows live elsewhere
- Voice conversations happen on one platform
- Human teams often work independently from all three
- Messaging happens in another
Fundamento brings these capabilities together through a unified agent architecture powered by Signal OS™ and Journeys
Every agent understands the customer, the journey and the desired business outcome before engaging.
Agents in Action
A customer abandons a loan application after completing KYC.
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Signal OS™ identifies high conversion intent.
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The Journey assigns a progression strategy.
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A Voice Agent attempts qualification.
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A WhatsApp Agent collects missing documents.
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A Relationship Manager is introduced only if human intervention is likely to improve conversion.
Voice Agent in Action More customer activity does not automatically create better outcomes.
A borrower begins an application journey but fails to upload documentation.
Instead of entering a generic reminder flow, the Voice Agent:
- Understands the customer's current stage
- References previous interactions
- Identifies documentation blockers
- Answers questions in real time
- Guides the customer toward completion
Voice Intelligence Stack
- Natural language understanding
- Multi-language conversations
- Intent recognition
- Sentiment detection
- Real-time transcription
- Customer memory
- Journey awareness
- Cohort intelligence
- Historical interaction context
- Next-best-action recommendations
- Escalation triggers
- Channel switching logic
- Outcome optimisation
- CRM synchronisation
- Workflow execution
- Compliance monitoring
- Automated summaries
- Natural language understanding
- Multi-language conversations
- Intent recognition
- Sentiment detection
- Real-time transcription
- Customer memory
- Journey awareness
- Cohort intelligence
- Historical interaction context
- Next-best-action recommendations
- Escalation triggers
- Channel switching logic
- Outcome optimisation
- CRM synchronisation
- Workflow execution
- Compliance monitoring
- Automated summaries
Voice Agent deployments have contributed to:
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↑ Upto 30%
Lead Conversion
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↑ Upto 40%
Application Completion
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↑ Upto 40%
Customer Activation
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↑ Upto 30%
Renewal Completion
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↑ Upto 40%
Collections Recovery
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↓ Upto 65%
Cost-to-Serve
Messaging Agents
Persistent engagement across every customer touchpoint
Not every customer interaction requires a voice conversation.
Messaging Agents maintain continuity across WhatsApp, SMS, RCS and other engagement channels, where they support journeys by delivering reminders, collecting information, answering questions and guiding customers through progression steps.
Unlike campaign tools that distribute communications, Messaging Agents operate within the context of a customer's journey and business objective.
Messaging Agent in Action Example
A customer receives a loan approval but has not completed onboarding. The Messaging Agent can:
- Share onboarding instructions
- Collect missing information
- Schedule verification steps
- Trigger Voice Agent intervention if progress stalls
Every interaction remains connected to the same journey.
Messaging Agent Capabilities
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Journey MessagingContext-aware outreach
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Reminder AutomationTimely customer nudges
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Information CollectionStructured data capture
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Customer AssistanceFAQ and guidance
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Workflow TriggersJourney progression
Workflow Intelligence Agents
Operational AI working behind every customer interaction.
Customer conversations are only one part of delivering outcomes. Fundamento deploys specialised operational agents responsible for document processing, verification, workflow execution and process orchestration.
These agents work behind the scenes to reduce manual effort and accelerate progression.
Workflow in Motion
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An insurance proposal form arrives as a handwritten document.
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An OCR Agent extracts and structures customer information.
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The data is validated through verification workflows.
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Customer context is prepared before outreach begins.
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The Voice Agent then initiates a conversation already aware of policy details, customer information and next required action
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The customer experiences a seamless interaction.
Agent Matrix
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OCR Agent
Structured document extraction
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Verification Agent
KYC and identity validation
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Workflow Agent
Process orchestration
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Decision Agent
Operational allocation
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Routing Agent
Customer prioritisation
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Automation Agent
Workflow execution
Human Collaboration Intelligence
AI agents know when human expertise creates better outcomes.
The objective is not to automate every interaction. The objective is to allocate human effort where it creates the greatest value.
Fundamento continuously evaluates when advisor, collections specialist or relationship manager intervention is likely to improve progression. When escalation occurs, the entire customer journey, interaction history and intelligence context are transferred automatically
Human + AI Collaboration
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A collections customer has repeatedly engaged but continues delaying repayment.
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Signal OS™ identifies a high probability of recovery through negotiation.
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The journey escalates the customer to a collections specialist.
The specialist receives: The specialist receives:
- Previous conversations
- Payment commitments
- Customer history
- Recovery recommendations
Human Collaboration Capabilities
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Context Transfer
No repetition
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Journey Visibility
Complete customer understanding
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AI Recommendations
Better decision making
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Escalation Intelligence
Smarter intervention
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CRM Synchronisation
Operational continuity
Agent Performance Intelligence
Every interaction becomes intelligence.
Agents do more than execute conversations. Every interaction generates new intelligence that improves future performance.
Fundamento continuously analyses conversation outcomes, customer behaviour and operational performance to optimise future interactions.
The Agent Advantage
Execution designed for outcomes, not activity.
Fundamento doesn't focus on interaction volumes. The main focus is on customer progression.
By combining Voice Agents, Messaging Agents, Workflow Agents and Human Intelligence into a coordinated execution layer, organisations can scale customer operations while improving customer experience, operational efficiency and business performance.
What Fundamento Agents Enable What Fundamento Agents Enable
- More personalised customer engagement
- Faster progression through journeys
- Better use of human resources
- Reduced operational effort
- Improved customer experiences
- Higher conversion and recovery performance
- Continuous learning and optimisation