Inbound leads
Extract, enrich, qualify, respond, and route.
Services
Business AI automation
Automate the work slowing your team down without replacing your tools
We connect AI to forms, inboxes, CRM, Drive, ERP, and support tools to handle repetitive steps. Sensitive decisions remain under human approval and every action can be traced.
Faster workflows with explicit control
- Less re-entryInformation moves between tools without repeated copying.
- Shorter delaysRequests are classified, enriched, and routed on arrival.
- Visible exceptionsIncomplete or risky cases reach a person with useful context.
- Measured performanceTime saved, volume, errors, and human interventions are tracked.
Deliverables
An automation your team can operate
The workflow, responsibilities, controls, and recovery path are documented.
Before-and-after process map
Connectors and orchestration logic
Validation and error rules
Action logs and alerts
Performance dashboard
Owner documentation and training
Use cases
Common automation workflows
Administrative documents
Read invoices, contracts, or files, check fields, and classify.
Operational reporting
Collect data, flag variance, and create recurring summaries.
Case study
Wasel.ma: three connected marketing and sales agents
The system coordinates strategy, editorial production, and sales follow-up with human approval for critical actions.
Review the evidence and context4×
content output
24h → 2h
sales response
3
specialized agents
How we launch your first AI system
01
Scope
We choose one concrete use case: customer chatbot, internal assistant, or business automation.
02
Build
We create the prototype, prompts, workflows, guardrails, and required integrations.
03
Connect
We connect the agent to your documents, CRM, forms, emails, tickets, or APIs.
04
Improve
We observe real usage, correct answers, measure gains, and prepare the next use case.
FAQ
AI automation questions
Do we need to replace our CRM or ERP?
No. We usually add an orchestration layer around the tools already in place.
What happens when data is missing?
The workflow stops the affected action, flags the missing data, and hands the case to the right person.
Can we keep human approval?
Yes. External messages, payments, sensitive changes, and higher-risk decisions can require approval.
How is ROI calculated?
We compare volume, processing time, errors, and operating cost before and after deployment.
Launch a useful AI agent, not a vague project
Describe your need. We help you choose the first AI system to build: chatbot, internal assistant, or business automation.