AI Automation
AI Automation for Business Workflows
We automate recurring, fragmented workflows—from intake and classification to structured handoff—with clear approvals, fallbacks, and integration into systems you already use.
Signs a process may fit automation
- Requests arrive across channels and get lost or delayed
- Teams retype the same information into multiple systems
- Handoffs are incomplete; context is missing downstream
- Manual sorting and prioritization consume time without adding value
- Follow-ups and status updates are forgotten
Processes that often fit
- Frequent, rule-friendly, and measurable
- Clear input and expected output format
- Human approval possible at defined points
- Systems can be connected via APIs, webhooks, or export/import
What we do not automate
- Rare, political, or high-liability one-off decisions
- Flows without owners for exception handling
- Expectations to replace staff entirely
- Fully autonomous agents without oversight
- Guaranteed integration with arbitrary CRM/ERP platforms without assessment
Example workflows
- Intake and classification of requests from forms, chat, or email
- Lead capture and pre-qualification with handoff to sales
- Summarization and structured handoffs for service teams
- Document preparation and drafts with human approval
- Notifications and follow-up sequences with escalation rules
- Operational reporting from connected sources
Integration approach
- Capture of current workflows and interfaces
- Orchestration via APIs and webhooks where available
- Connecting website, email, chat, phone, and business systems—subject to feasibility
- Roles, approvals, and exception paths from day one
- Metrics for cycle time, error rate, and handoff quality
Products as accelerators
Botinteg, Voice Agent, or Smart Websites can cover channels and first capture. The automation logic between them—routing, rules, approvals, system connections—is built for your process.
Delivery process
01 · Fit check
Is the process frequent, rule-friendly, and safe to automate with oversight?
02 · Process analysis
Map steps, systems, exceptions, and success criteria.
03 · Data and risk review
Which data flows where—and what stays manual?
04 · Pilot
A bounded workflow with fallback and clear measurement.
05 · Production
Rollout, monitoring, and gradual expansion.
06 · Optimization
Adjust rules and handoffs based on real cases.
Measurement and success
- Cycle time from intake to handoff
- Share of complete, correctly routed requests
- Share of cases needing human escalation
- Error and rework rate
- Team feedback on handoff quality
Privacy and data flows
- Data-flow planning before critical paths go live
- Minimization of personal data in intermediate steps
- GDPR-oriented retention and deletion where relevant
- No black-box automation for sensitive decisions
- Auditable approvals for critical actions
Related products
These building blocks often sit at the edges of an automation—as a channel or first capture layer.
Frequently asked questions
Does automation replace our team?
No. The goal is relief on recurring work and better handoffs—not removing domain responsibility.
Do you automate every process?
Only processes that are frequent, rule-friendly, and suitable for approvals. Everything else stays deliberately manual.
Can you connect any CRM or ERP?
Integrations are assessed case by case. There is no blanket guarantee for arbitrary systems.
How do you start?
With a fit check and a concrete process description—not with a tool stack without a target outcome.
Evaluate an automation use case
Describe the bottleneck, the systems involved, and the desired outcome. We will say clearly whether automation makes sense—and where people must decide.