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AI & Automation
Put AI inside the workflow — not beside it.
Applied AI, assistants and automation designed around the work people already do, with clear data boundaries and human control.
Capabilities
Practical capability, not a list of buzzwords.
We choose the smallest useful combination of product, engineering and operations work needed to make the outcome dependable.
Knowledge search & retrieval
Document processing
Workflow automation
CRM & ERP automation
AI API integration
Typical engagements
Work shaped around the operating problem.
Scope is defined around what must change in the business, what must integrate, and who needs to own the result after launch.
Internal knowledge assistant
Search trusted company knowledge, procedures and documents with permissions and source-aware answers.
Document workflow
Extract, classify and route information from invoices, forms, reports and operational documents.
Operational automation
Connect AI to CRM, ERP, email or internal systems to reduce repetitive work while keeping approval points visible.
AI feature inside a product
Add summarization, extraction, search, recommendations or natural-language workflows to an existing web or mobile product.
A good fit when
There is a real outcome behind the technology.
- Teams repeat the same information work every day
- Knowledge is scattered across documents and systems
- You want AI connected to Odoo, Zoho or a custom platform
- The use case needs human review, access control and traceability
Delivery model
Understand before we implement.
Technology follows the workflow, users, data and constraints — not the other way around.
- DiscoverBusiness problem, users, constraints and current systems.
- DefineScope, architecture, milestones and measurable outcomes.
- BuildDesign and engineering in reviewable, working increments.
- OperateLaunch, monitor, support and improve with real usage.
Common questions
Useful detail before we talk.
Do you build generic chatbots?+
We can build conversational interfaces, but the useful part is usually the workflow, trusted knowledge and system integration behind the chat.
Can AI connect to Odoo or Zoho?+
Yes. AI can sit on top of approved ERP/CRM data and trigger controlled workflows through APIs and automation.
How do you handle sensitive business data?+
We define what data the AI can access, keep permissions explicit and design human approval where an automated action carries business risk.
AI & Automation
Use AI where it changes the work.
What success looks like
Useful AI with a clear role inside the workflow.
- 01Use-case selection
- 02Data and system integration
- 03Human review and measurement