Industries

Focused where operations meet real friction.

We don't claim to be experts in 50 verticals. We deliberately focus our forward-deployed engineering where operational bottlenecks create measurable human and economic drag.

Target Domains

Where we build and deploy practical AI systems.

Carefully calibrated architectures designed for domain compliance, existing IT infrastructure, and frontline team adoption. Hover or tap any card to view deployed AI solutions.

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Healthcare & Clinical Centers

Where we are building

Flip

“Patient support, appointment booking, enquiry triage, and reducing reception desk burden.”

Operational Bottlenecks We Find:

•After-hours patient questions get lost in WhatsApp chats or missed phone calls
•Front-desk staff waste hours manually typing patient details across multiple spreadsheets
•Doctor appointment slots stay empty due to slow enquiry qualification and follow-up

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How Cubic AI Helps

Healthcare & Clinical Centers AI Solutions

Practical Systems We Deploy:

✓24/7 patient assistant answering service questions and treatment procedures with 100% clinic accuracy
✓Instant WhatsApp booking assistant that captures patient information and books appointment slots
✓Immediate staff alerts with complete conversation history whenever a clinician is needed

Technology Stack

Patient TriageWhatsApp BookingEHR SyncLead Routing

Production Architecture

Legal Practices & Corporate Counsel

Where we explore

Flip

“Contract analysis, client intake automation, and instant search across internal matter files.”

Operational Bottlenecks We Find:

•Attorneys spend non-billable hours manually comparing terms and clauses across vendor contracts
•Staff waste time searching through hundreds of archived matter documents for past precedents
•Client intake questionnaires arrive disorganized and require manual file creation

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How Cubic AI Helps

Legal Practices & Corporate Counsel AI Solutions

Practical Systems We Deploy:

✓Automated contract review that highlights non-standard clauses and compares terms to firm playbooks
✓Confidential, private search across your firm's archives with exact page citations
✓Structured client intake assistant that organizes initial inquiries into ready-to-review case briefs

Technology Stack

Contract AnalysisPrivate SearchIntake PipelineAudit Logs

Production Architecture

Agriculture & Supply Cooperatives

Where we explore

Flip

“Crop advisory, market price updates, regional language voice support, and dispatch logistics.”

Operational Bottlenecks We Find:

•Growers need immediate diagnosis for crop pests and diseases in their native spoken language
•Wholesale market prices fluctuate daily without reliable local notification
•Field advisors cannot physically visit every farm when issues break out

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How Cubic AI Helps

Agriculture & Supply Cooperatives AI Solutions

Practical Systems We Deploy:

✓Multilingual WhatsApp voice & photo assistant diagnosing crop pests and recommending next steps
✓Daily market pricing updates and harvest weather alerts sent directly via WhatsApp and SMS
✓Automated logistics alerts coordinating warehouse deliveries and cold storage arrivals

Technology Stack

Voice AIMarket PricingWhatsApp BotsLogistics Webhooks

Production Architecture

Manufacturing & Industrial Facilities

Where we are exploring

Flip

“Quality inspection, equipment manual search, and rapid spare parts reordering.”

Operational Bottlenecks We Find:

•Manual visual inspection of manufactured parts allows defective components to slip through
•Machine troubleshooting steps are buried across thousands of pages of paper manuals
•Technicians leave work stations to walk across the plant to verify spare parts in stock

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How Cubic AI Helps

Manufacturing & Industrial Facilities AI Solutions

Practical Systems We Deploy:

✓Automated camera inspection system flagging defective parts on conveyor belts in real time
✓Mobile search assistant giving technicians instant repair steps from equipment manuals on demand
✓Instant spare parts lookup and automatic reorder requests directly from technicians' mobile phones

Technology Stack

Camera VisionManual SearchParts ReorderEdge Inference

Production Architecture

SMEs & Growth Businesses

Where we work

Flip

“Instant lead response, automated document entry, and connecting disconnected business tools.”

Operational Bottlenecks We Find:

•Inquiries arrive from Instagram, WhatsApp, and website forms without centralized follow-up
•Invoices, receipts, and order forms require hours of tedious copy-paste data entry
•Business owners lack clear visibility into which marketing channels produce real paying clients

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How Cubic AI Helps

SMEs & Growth Businesses AI Solutions

Practical Systems We Deploy:

✓Instant lead response assistant qualifying customer intent and booking calls in seconds
✓Automated document processing pipeline extracting invoice data into spreadsheets with zero typing
✓Automated customer follow-up and review collection sequences sent after completed services

Technology Stack

Lead QualificationDocument AIAutomated SequencesCRM Sync

Production Architecture

Education & Academy Programs

Where we are building

Flip

“24/7 admissions counseling, student support, and automated application screening.”

Operational Bottlenecks We Find:

•Admissions staff are overwhelmed with repetitive fee, eligibility, and course queries during admissions season
•Prospective students abandon application forms when basic questions go unanswered for days
•Administrative teams spend hours manually checking uploaded certificates and paperwork

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How Cubic AI Helps

Education & Academy Programs AI Solutions

Practical Systems We Deploy:

✓24/7 admissions assistant answering prospective student questions on eligibility, fees, and curriculum
✓Automatic document verification that checks applications and alerts students to missing documents
✓Smooth handoff to academic counselors when a candidate requires specialized guidance

Technology Stack

24/7 AdmissionsDocument VerificationCounselor RoutingCampus FAQ

Production Architecture

Case Study · Reference Architecture

Hospital Enquiry & Patient Routing Workflow

A detailed architectural walkthrough of how we transform a leaky, manual hospital reception workflow into an integrated, reliable patient intake system.

DEMO / REFERENCE IMPLEMENTATIONThis is an engineered reference architecture built to demonstrate workflow transformation.

Zero fabricated client claims.

AFTER: Forward-Deployed AI SolutionZero Lost Enquiries

Patient

QR / Web / WhatsApp

→

AI Assistant

Immediate triage

→

RAG Retrieval

Doctor specialties

→

CRM & WhatsApp

Staff notification

The Engineered Outcome: The patient receives an instant, verified response in seconds. The symptom context is structured into the hospital CRM, and clinic staff are alerted for high-priority confirmation.

Metrics We Would MeasureAgreed upfront before writing code

Response Time

< 15 seconds

Down from 3-8 hours typical manual backlog

Qualified Inquiries

100% structured

Patient symptoms, specialty & urgency logged

Appointment Conversion

Tracked in CRM

Direct pipeline from inquiry to consultation

Follow-up Completion

> 95% automated

Timely reminders via WhatsApp API

Cost Per Qualified Lead

60-70% lower

Eliminates repetitive manual copy-pasting

Staff Time Saved

15-20 hrs/week

Receptionist focuses on in-clinic patients

Experience our interactive healthcare implementation live in your browser:

Launch AI Hospital Assistant Reference Demo

Discovery Workshop

Don't see your specific industry listed?

Our engineering methodology is domain-agnostic: we map workflows, pinpoint manual bottlenecks, and build reliable software inside the tools your teams use daily.