Understand what already exists
We review the current process, software, data, people, exceptions and failure modes before proposing replacement.
// SOLUTIONS
Some solutions. No closed catalogue.
Some solutions. No closed catalogue. These pages show problems and architecture patterns we know how to address; a real project starts from the organization’s operation, existing systems, data and constraints.
OrvixLabs can design a new system, modernize software that already works, connect systems that operate in isolation or add intelligence to a process without forcing the organization into a predefined product.
// HOW WE APPROACH A PROJECT// 01 // 02 // 03 // 04
The operation comes first. The architecture comes after.
Preserve what works
A CRM, ERP, SCADA, telephony stack or vertical system can remain the source of truth while new intelligence is added around it.
Separate authority from automation
We define what may run automatically, what requires confirmation and what must remain a recommendation.
Design for the next generation
The system is instrumented so evidence can later justify a successor candidate without rewriting production in place.
// EXAMPLES
Explore industries →Examples of systems and patterns for different operational contexts.
The cards below are examples, not a boundary of capability. A project may combine these patterns or require an architecture that is not represented here.
SOLUTION
Commercial intelligence, marketing and digital presence
CRM, research, content, SEO/GEO, advertising, messaging, voice and analytics connected through shared memory and context instead of operating as isolated tools.
SOLUTION
AI modernization for existing CRM and software
Agents, voice, automation, search and contextual intelligence added to existing CRM, ERP or vertical software while preserving the current system as source of truth when it still performs its role.
SOLUTION
Omnichannel AI customer service
WhatsApp, voice, email and web coordinated over shared identity, operational memory, CRM and escalation rules, with context continuity across channels.
SOLUTION
AI voice agents for service, sales and support
Telephone agents connected to CRM and operational systems with identity, permissions, authorized actions, human transfer and traceability for each interaction.
SOLUTION
AI for real estate and property CRM
Service, voice, follow-up, qualification and automation connected to the real-estate CRM, portals, scheduling and existing operation without replacing the commercial source of truth.
SOLUTION
AI research and B2B outbound
Account research, enrichment, validation, segmentation, personalization and B2B sequences connected to CRM with explicit contact and deliverability rules.
SOLUTION
AI retention and after-sales
Post-sale follow-up, reactivation and risk signals connected to customer history with explainable prioritization and CRM-coordinated actions.
SOLUTION
AI for omnichannel orders and inventory
Normalization and coordination of orders from web, WhatsApp, phone, marketplaces or sales staff, connected to inventory, billing and explicit exception handling.
SOLUTION
AI for clinics and healthcare organizations
Service, scheduling, administrative documentation and follow-up for clinics and healthcare centers with explicit boundaries between operational automation and clinical authority.
SOLUTION
AI for dental clinics
Service, scheduling, voice, WhatsApp and follow-up for dental clinics, integrated with existing software and separated from diagnostic and treatment decisions.
SOLUTION
AI for law firms
Intake, multi-source research, document review, timelines and follow-up for law firms with traceable evidence, confidentiality and human professional authority.
SOLUTION
Private AI for accounting firms
Deadlines, regulatory changes, client files, inquiries and alerts connected to the firm’s real portfolio, with traceability and professional approval for sensitive actions.
SOLUTION
Intelligence for plants, machinery and energy
Motors, vibration, temperature, electrical consumption, idle time, lighting, HVAC and maintenance combined in an operational layer that detects degradation and optimizes without replacing industrial control.
SOLUTION
AI for mining and remote operations
An operational layer over sensors, energy, mobile and fixed assets, pumping, ventilation and maintenance to detect degradation and coordinate response without replacing existing critical controls.
SOLUTION
AI for logistics, ports and maritime agencies
Coordination of port calls, trucks, slots, documents, services, events and incidents over existing systems, with explicit dependencies, traceability and degraded operation.
SOLUTION
AI for agriculture and industry
Private systems for grain elevators, sector organizations and agro-industry: memory, alerts, positions, official sources, editorial automation, telemetry and supervised decisions.
SOLUTION
AI for Oil & Gas and industrial operations
Read-only layer over SCADA, historians and telemetry to discover correlations, challenge alternative causes and verify hypotheses before recommending an action to the operator.
SOLUTION
Connected modular AI ecosystem
A modular architecture in which service, sales, orders, retention, research and other capabilities can operate independently while sharing identity, memory and events under explicit permissions.
SOLUTION
AI virtual experiences for retail
Visual and immersive experiences for apparel, accessories, footwear, beauty and fragrance, integrated into the brand site and measured against conversion, usage and privacy.
// NOT IN THE LIST?
That is not a limitation. It is where engineering starts.
Describe the operation, the constraint or the system you want to improve. We will determine whether the right answer is a new system, an integration layer, a specialized agent, a physical-world architecture or no AI at all.
Discuss the operation