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Technology · Artificial Intelligence

Artificial Intelligence applied.

We turn Artificial Intelligence into operational capabilities that improve service, efficiency, and decision-making. At SUMāTO we don't hand over standalone models: we deliver outcomes, backed by consultants and powered by our own technology.

Schedule a diagnostic (90 min) See use cases
What it is
Artificial Intelligence is the ability of a system to learn from data and act on it with judgment.

In business terms, AI enables software to interpret language, images, and patterns to anticipate what will happen and execute tasks that once required specialized human intervention. It doesn't replace your team: it frees them from repetitive work and gives them the context to decide better and faster. The value isn't in the algorithm, but in applying it to a specific process with reliable data and the right governance.

Why now

The moment to adopt AI is now.

Model maturity, data availability, and competitive pressure have converged. Adopting AI today is no longer a lab experiment, but an operational decision with measurable return.

01

Generative AI is within reach

Language models have matured and now integrate into your systems without multi-year projects, dramatically lowering the barrier to entry for business teams.

02

Your data is already there

Most organizations have accumulated years of information across CRM, ERP, and operations; that data is precisely the fuel AI needs to generate value.

03

Cost pressure is real

Automating high-volume tasks with AI frees up your team's capacity and contains operating costs without sacrificing service quality.

04

Customers expect immediacy

24/7 service, instant responses, and personalization are already the standard; AI is the only way to sustain it at scale.

05

The advantage compounds

Every interaction feeds the models and improves them; whoever starts earlier builds an advantage that laggards find hard to replicate.

06

Governance is now viable

Responsible-AI frameworks and traceability now exist to adopt the technology with control, compliance, and confidence for the board.

Capabilities

AI technology that operates end-to-end.

We combine proprietary models, data platforms, and the expertise of our AI partner, SLM, to cover the full spectrum: from the customer conversation to model governance in production.

01

Cognitive agents / conversational AI

Assistants that understand user intent, retain context, and resolve requests by voice or text without a rigid decision tree.

02

Generative AI (GenAI) and copilots

Models that draft, summarize, and assist your teams using your organization's knowledge, with responses anchored to verifiable sources.

03

Natural language processing (NLP)

Intent classification, sentiment analysis, and entity extraction across emails, chats, and calls to understand your customer.

04

Computer vision / video analytics

Detection of objects, people, and events on existing cameras for security, HSE, and real-time operational control.

05

Predictive models and forecasting

Demand, churn, and risk forecasting from your history, so you can plan ahead instead of reacting.

06

Intelligent document processing (IDP)

Automatic reading and structuring of invoices, contracts, and forms, eliminating manual data entry and its errors.

07

MLOps and model lifecycle

Deployment, monitoring, and continuous retraining so models don't degrade and keep their accuracy in production.

08

Responsible AI and governance

Traceability, bias control, privacy, and compliance so every AI decision is auditable and defensible to the business.

Use cases

Where AI creates concrete value.

These are real scenarios we deliver with our products. Each case starts from a business process and is powered by a specific SUMāTO capability.

Aliee OnePoint

24/7 customer service

Cognitive agents in Aliee OnePoint resolve inquiries by voice and chat around the clock and escalate to a human only when needed.

Aliee OnePoint

Intelligent collections

Conversational campaigns that negotiate, remind, and manage payments with the right tone for each portfolio segment.

SONAR

Security and HSE video analytics

SONAR analyzes your existing CCTV to detect intrusions, PPE use, and critical events, alerting in real time.

Data Platform

Demand forecasting

Predictive models on your history that anticipate demand to optimize inventory, purchasing, and operational planning.

Data Platform

Anomaly and fraud detection

Automatic identification of transactions and behaviors that deviate from the expected pattern, before they escalate.

Automation

Automated document processing

Intelligent reading of invoices, contracts, and forms that structures the information and integrates it into your systems without manual entry.

GenAI

Internal copilots with GenAI

Assistants that answer questions about policies, manuals, and internal data to accelerate your support, sales, and operations teams.

Data Platform

Segmentation and next-best-action

Models that segment your base and recommend the next best action for each customer, lifting conversion and retention.

Aliee OnePoint

Voice transcription and analysis

Automatic call transcription with sentiment analysis and contact-reason insights to improve quality and compliance.

Benefits

What changes in your operation.

Service with no time limits

Your customers get an immediate response 24 hours a day, with no queues and no dependence on the size of your team, improving experience and brand perception.

Efficiency on high-volume tasks

AI absorbs the repetitive work of capturing, classifying, and responding, freeing your people for the tasks that truly require human judgment.

Evidence-based decisions

Predictive models turn your history into foresight, so you plan with data instead of reacting to events.

Scale without proportional cost

Handling twice the interactions no longer means doubling your structure, because capacity grows in software and not only in people.

Consistent, traceable quality

Every interaction runs to the same standard and is logged, making continuous improvement and regulatory compliance easier.

Risk control and governance

We adopt AI with traceability and compliance frameworks, so innovation moves forward without compromising security or reputation.

The SUMāTO approach

A capability delivered by consultants.

What sets SUMāTO apart is that we combine proprietary technology with consulting discipline. We don't leave you with a model and a manual: we stand beside you from diagnostic to managed operation, with methodology and governance at every stage.

01

Diagnostic (assessment)

We evaluate your data maturity and the highest-return cases with our AI Readiness to prioritize where to start with focus.

02

Enterprise architecture

We design how AI fits into your ecosystem with enterprise architecture and a PETI that aligns technology and strategy.

03

Methodology (PMI / agile)

We execute with discipline, combining PMI and Scrum frameworks so every initiative advances with control and early deliveries.

04

AI models / MLOps

We build, train, and deploy the models with MLOps practices alongside our partner SLM to ensure accuracy and stability.

05

Managed operation

We run the solution as a managed service, monitoring, retraining, and responding so you can focus on your business.

06

Data governance and compliance

We establish quality, privacy, and traceability policies so AI operates on reliable data and within the regulatory framework.

Deliverables

What you receive in an AI project.

  • A data and AI maturity diagnostic with a prioritized list of use cases by return and feasibility.
  • Solution architecture and an integration plan with your current systems (CRM, ERP, telephony, CCTV).
  • AI models trained and validated on your data, with documented performance metrics.
  • Assistants, copilots, or conversational flows configured and tested in real-world scenarios.
  • A data pipeline and MLOps practices for deployment, monitoring, and continuous retraining.
  • A responsible-AI framework: governance, traceability, privacy, and bias-control policies.
  • Tracking dashboards with indicators of operation, quality, and value generated by the solution.
  • Knowledge transfer, documentation, and a managed-operation model for continuity.
Frequently asked questions

Common questions before you start.

Do we need our data perfectly organized to get started?+
No. The maturity diagnostic identifies the real state of your data and defines which cases are viable today and which require prior preparation. Many projects start with the data available and improve quality in parallel.
Is AI going to replace our staff?+
The goal is to free your team from repetitive, high-volume work so they can focus on higher-value tasks that require judgment. AI absorbs the operational load and scales your people, it doesn't replace them.
How long until we see the first result?+
We work with an agile methodology and early deliveries, so we prioritize a focused use case to show value in the first iterations and then scale on that validated foundation.
How do you guarantee privacy and compliance?+
We apply a responsible-AI framework with access control, anonymization where appropriate, decision traceability, and alignment to applicable regulation, so every model output is auditable.
Does it work with the technology we already have?+
Yes. Our solutions integrate with your current systems: SONAR runs on your existing CCTV and Aliee OnePoint connects to your telephony and CRM, avoiding unnecessary replacements.
Who operates the solution once it's in production?+
We offer managed operation as a managed service: we monitor performance, retrain the models, and respond to incidents, or we transfer the capability to your team with the corresponding documentation.
What happens if the AI makes a mistake?+
We design the flows with human escalation, confidence thresholds, and continuous monitoring. The model improves with every interaction and stays under supervision, so errors are detected, corrected, and prevented.
The first step

Let's start with your highest-return case.

In a 90-minute session we identify where AI creates immediate value in your operation and map the path to bring it to production with SUMāTO.

Schedule a diagnostic (90 min)