AI Use Cases That Drive Real Results
From deflecting support tickets to scaling outbound and turning feedback into specs—see how we deploy custom AI agents where they move the needle for SaaS, finance, and e-commerce.
Each solution is built on your data and workflows, so your teams get automation that actually fits—and scales with you.
AI agents by marketing, sales, operations and accounting
These use cases show how AI agents apply by function—campaign follow-up, lead qualification, ticket triage, document extraction—on the stack you already run.
Pick a lane that matches how your operators buy; we validate economics in an audit. Accounting firms that need professional secrecy can open the Secret-Pro Lab sector page.
- Marketing & sales: campaign follow-up, lead qualification, and outbound with human review.
- Operations & admin: triage, bookings, and reporting digests on your existing tools.
- Accounting: document extraction and mail drafts—or the Secret-Pro Lab sector path for firms.
AI agents by function
Marketing, sales, operations and accounting lanes on your stack—same flywheel, clearer buyer language. Admin work folds into operations.
Campaign follow-up agent
Nurture sequences and lead follow-up grounded in your brand voice—humans approve exceptions.
Discuss marketing agentsBrand-safe draft assistant
Draft posts and emails from your docs and past campaigns—always reviewed before publish.
Discuss content workflowsFAQ deflection
Answer product and pricing questions from your knowledge base; escalate when sentiment or policy requires a human.
Discuss inbound agentsAutomation plays mapped to your workflows
Sales follow-up automation
Automated pipelines so no lead falls through the cracks.
No-code / low-code integrations
Connect your tools without custom development.
Lead qualification AI agents
AI that qualifies and routes leads in seconds.
CRM synchronization
Keep your CRM updated without manual data entry.
AI customer support
Resolve tickets 24/7 with consistent, on-brand responses.
Internal workflow automation
Streamline reporting, approvals, and internal tasks.
Document processing & reporting
Extract and report from documents automatically.
Email automation systems
Automate sequences, follow-ups, and inbox management.
How Zenaiyo works
One flywheel: embed, ship agents, compound in our Playbook Lab, leave you owning the assets—GDPR-native.
Embed (FDE)
Forward-deployed engineers map how the business really runs—tools, handoffs, and where agents can act alone vs. where humans stay in the loop.
Ship AI agents
We wire agents into your stack with guardrails, logging, and handoff paths—bookings, follow-up, billing, admin and reporting.
Playbook Lab
Every deployment feeds evals and reusable playbooks. That internal lab compounds Zenaiyo’s delivery—distinct from your Company AI Lab.
Owned Intelligence
You own models, data, weights and prompts. That is Owned Intelligence. Need secrecy or French cloud? Start with a Sovereignty Audit.
Pricing
We don't publish fixed tiers for workflow automation—every engagement is scoped to your goals. The Company AI Lab has a published ladder.
To discuss
Monthly investment depends on scope, workflow depth, complexity, integrations, and timeline—we align everything on a call.
Discuss your projectCompany AI Lab ladder (HT)
Paid sovereignty offer for mid-market buyers who need local or French-cloud AI. Separate from the free automation audit on workflow pages.
Sovereignty Audit
€3–6k
3–5 days. Credited in full against the Pilot within 60 days.
Pilot Lab
€15–35k
One use case end-to-end, 4–6 weeks. Hardware or cloud at cost.
Lab Build with FDE
€60–180k
2–4 use cases, engineer embedded 2–3 days/week, 3–6 months.
Managed Lab
€2–8k / month
Run, updates, evals, compliance evidence. Infra pass-through.
Frequently Asked Questions
Automation for teams of every size, AI agents, workflow automation, and how Zenaiyo works with your stack.
How much time can AI automation save?
?Most teams recover 10–40 hours per week once AI agents and workflow automation own the repetitive lanes—email triage, CRM hygiene, reporting, and first-line support. The exact range depends on volume, tools, and how many workflows we connect in phase one.
Is AI automation expensive?
?Can AI replace employees?
?Do you support data privacy and compliance?
?Who owns the AI agents and IP?
?Find the right workflow before you automate.
Use the free 10-question checklist to identify the workflow leak with the clearest time and ROI upside.
Run the Free Audit ChecklistNo email required — takes about 3 minutes
Why teams choose us
Rapid Deployment
Go from idea to production in days, not weeks. Launch custom AI agents and automation faster than the competition.
Automation Experts
Get hands-on partnership from AI/ML specialists. We understand real-world operations and deploy robust, rock-solid automations.
Unbeatable Reliability
99.9% uptime, 24/7 monitoring, and always-on support. Your agents never sleep, so your business doesn't stall.
Human-in-the-Loop
We blend automation with human oversight to ensure outcomes are high-quality, safe, and always aligned with your goals.