Solution Domain 01 of 6

AI Enablement — Intelligence you can deploy, not just discuss.

Strategic implementation of Machine Learning, Generative AI, and Agentic AI — engineered for outcomes, not hype. We move enterprises from proof-of-concept paralysis to production-grade AI across the functions every business runs on — service, sales, operations and back office.

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Industry AI use-case libraries: healthcare and BFSI

Business functions served: service, sales, operations, back office

Core AI Enablement services

Models of AI: Traditional, Generative, Agentic

From hype to deployment

Applied AI, Past the Demo

Enterprise AI often stalls at the demo stage. We build for the stage after that — secure and executable.

Generic AI Hype

Cloud-dependent data risk

Sensitive data leaves your domain by default, with no real control over where it goes.

Generic chatbot hallucinations

Off-the-shelf models optimized for plausibility, not accuracy on your business.

Unbounded scope

Projects that try to automate everything and end up shipping nothing.

High integration friction

Models that never quite connect to the systems that actually run the business.

Cleo System Applied AI

Security first

Support for on-premise deployment.

Outcome focused

We start with business outcomes, not just models.

The Competence Stack

Machine Learning (classification, predictive models), Deep Learning (LSTMs, transformers for time-series), and GenAI & Agents (RAG, autonomous agents) — matched to the problem, not forced onto it.

High-precision use cases

We focus on use cases where data quality enables high-precision results.

Where AI is actually going

Moving From "Hype" to Agentic AI

Three tiers of AI maturity — and where the real enterprise value now sits.

Traditional AI

Analyzes and predicts — e.g. sentiment analysis, forecasting, anomaly detection on structured data.

Generative AI

Creates content — e.g. drafting responses, summarizing documents, first-pass content generation.

Agentic AI

Autonomously performs tasks — e.g. routing tickets, processing claims, updating dashboards without a human in the loop.

Our strategic approach: we don't just deploy models — we integrate Agents, Automators, and Orchestrators that optimize human resources and reduce operational burden.

Core Services Portfolio

Seven Ways We Put AI to Work

Cross-Functional & Cross-Industry AI Use Cases

Custom AI use cases built for the departments that run an enterprise — service, sales, operations, HR, procurement, finance, legal — and re-framed in each industry's own terminology and scenarios.

AI Engineer as a Service

On-demand access to specialist AI engineers who extend an in-house team from data platform to deployed model.

AI Prompt Gateway & Enterprise Security

Enterprise-grade security layers via intelligent prompt evaluation gateways, reducing the risk of confidential data leaking across public and private model deployments.

Algorithmic Governance & Global GRC Auditing

Strict AI governance frameworks and global risk compliance strategies.

AI Readiness & Strategic Advisory

Comprehensive AI Readiness Health Checks and technological maturity assessments to map dependencies and identify low-risk deployment paths.

Machine Learning & Deep Learning Solutions

Custom ML and DL models integrated with AI tools to unlock patterns in your data and automate complex processes.

Bring Your Own AI (BYOAI)

Orchestration of a sophisticated multi-model architecture — because one model rarely covers an entire enterprise. Dynamically align specialized models with specific business needs.

Deep dive: BYOAI

Bring Your Own AI — Optimize, Don't Replace

Many enterprises already have AI running somewhere. We don't rip it out — we make it work harder, together.

Front-to-Back Office Extension

Integrate models restricted to front-office functions like CX, and extend their capabilities deep into back-office workflows.

Optimize, Don't Replace

Instead of costly rip-and-replace strategies, we audit existing AI setups to resolve bottlenecks and align them with your business processes.

Dynamic Gap-Filling

We identify functionality gaps — missing channel connections, specialized integrations — and plug in exactly the technology needed.

Ethics & Governance Guardrails

Orchestrated models are designed to support compliance audits, local data residency requirements and the protection of sensitive data.

Deep dive: AI Prompt Gateway

Public models. Private data.

Identifies and masks personal and financial data before prompts leave your network
Deployed inside your network perimeter
Designed to work with major public and private models
Sensitive values are restored locally in the response

Step 1Masked locally

Designed to identify and mask sensitive values before anything is transmitted.

Step 2Processed externally

Designed so the model receives only masked context.

Step 3Restored locally

Masked values are mapped back inside your network.

Capabilities mapped to KPIs

Where These Capabilities Typically Deliver Value

We integrate models from OpenAI, Google AI, AWS, or your own custom solution, and map each capability to the KPI it needs to move.

	Cost Reduction	Efficiency	Customer Satisfaction	Revenue Growth	Risk & Compliance
GenAI Chatbots	✓	✓	✓
Voice Assistants	✓	✓	✓
Agent Assist	✓	✓	✓
Agent Copilot AI		✓	✓	✓
Speech / Text Analytics		✓	✓		✓
Knowledge Management	✓	✓
Fraud Detection					✓
Predictive Engagement			✓	✓

Indicative mapping of where each capability typically contributes, not a claim about a specific deployment.

Documented at industry depth

Full Use-Case Libraries, By Industry

Beyond the pattern-level services above, two industries have a fully documented library of AI use cases, each written for that sector's terminology, workflows and examples.

Healthcare & Pharmaceuticals

38 use cases

From virtual medical triage and appointment reminders to proactive chronic care and lab-results delivery — each mapped through Challenge, Solution, and Impact.

Banking, Financial Services & Insurance

31 use cases

From fraud detection and collections automation to regulatory audit AI and ATM cash management — mapped to BFSI operations.

Ready to Define Innovation?

We partner with forward-thinking organizations to define specific AI needs before a single line of code is written.

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