AI Assistants & Chatbots
Assistants that answer questions, draft responses or route requests using your own business information.
02 · Automate
AI, Automation & Data
Practical automation, AI assistance, machine learning and data work that remove repetitive tasks and give a clear, reliable view of the business.
What AI, Automation & Data covers
AI, Automation & Data covers the work of connecting business systems, automating repetitive rules-based tasks, applying AI and machine learning where they genuinely help, collecting and engineering data, and turning it into reliable reporting. IOPIA maps the process first, automates what is repetitive and keeps people in charge of judgment calls.
Services
Capabilities and services
AI Assistants & Chatbots
Assistants that answer from your own approved content, with a clear handoff to people.
Contact us about AI Assistants & ChatbotsMachine Learning
Prediction, classification, forecasting and anomaly detection on your own data.
Contact us about Machine Learning
Machine Learning Solutions
Prediction, classification, forecasting and anomaly detection built on your own data and evaluated honestly.
Workflow & Business Process Automation
Automating repetitive, rules-based work between the systems a business already uses.
Document Automation
Generating, filling and routing documents such as quotes, forms and reports from existing data.
Data Collection & Integration
Data brought in from other systems through APIs, or collected from websites and documents.
Contact us about Data Collection & Integration
API & System Integration
Connecting applications through APIs and webhooks so data moves without re-typing.
Web Scraping & Data Collection
Permitted data collected from websites, portals and documents, cleaned and delivered on a schedule.
Data Engineering
Pipelines, databases and warehouses — and one-time migrations between systems.
Contact us about Data Engineering
Data Engineering
Scheduled pipelines, a reliable database or warehouse, and data-quality checks your reporting can trust.
Data Migration
One-time moves of business data between systems, mapped, cleaned, trial-run and checked before cut-over.
Dashboards & Reporting
Dashboards and scheduled reports built on agreed metric definitions.
Contact us about Dashboards & Reporting
Dashboards & Business Reporting
Reports and dashboards that bring sales, marketing and operations figures into one view.
Problems solved
Signs this is where to start
- The same information is typed into two or three systems every day.
- Leads, orders or requests wait in an inbox until someone notices them.
- Weekly reports take hours to assemble from exports.
- Staff answer the same questions repeatedly, and the answers live in people's heads.
How it fits together
From trigger to outcome
Select a part of the diagram to see what it does.
- An event — a form submission, email or order — starts the workflow.
- Rules validate the information and route it.
- Where judgment is needed, a person decides; routine cases continue automatically.
- Connected systems are updated and the result feeds reporting.
Approach
How IOPIA approaches AI, Automation & Data
- 01
Process first
We map how the work happens today before choosing tools, so automation fixes the right step.
- 02
People keep the judgment
Repetitive, rules-based steps are automated; decisions that need context stay with a person.
- 03
Data handling agreed up front
Which business information may pass through AI or automation services is agreed for each engagement.
- 04
Monitored, not forgotten
Automations are documented and can be monitored and maintained as an ongoing service.
Work can be a defined project, a recurring managed service, or custom work that starts with discovery.
Start a AI, Automation & Data project.
Tell us what you're trying to do. If it spans more than one area, that's normal — one conversation covers it.