Pilot
Sales ops agent
LLM plus CRM hooks with tone and PII guardrails.
JZ
JZMB Labs
Applied AI Consultancy
Applied AIZurich, CH
Welcome to JZMB Labs
Unlocking the Power of Applied AIfor Teams Who Actually Ship
We design, build, and deploy end-to-end AI systems. From strategy and data foundations to production-grade LLM agents that automate real work across your organization.
From first prototype to reliable AI-powered operations.
Applied AI in production
From manual workflows to AI agents handling thousands of tasks per month.
We build the agent, the guardrails, and the telemetry so teams can trust what ships.
In production
Localization pipeline
Glossary-aware translations with QA diffs in hours.
Live
Narrated analytics
Revenue narratives that push next actions to ops channels.
Services
How we take one workflow from idea to production.
Diagnostics, proofs, and applied research blocks that slot into your roadmap without slowing the team down.
Start here
10-day diagnostic
Map constraints, risks, and the one outcome worth chasing.
Deliverable
Proof pack
Working slice plus telemetry so leaders see value without the hype.
What we build
Applied research
We prototype interfaces, agents, and guardrails inside your stack.
Scope
3 focus areas
- •Revenue ops clarity
- •Narrated analytics
- •Governance tooling
Working style
Low lift for your team
We plug into Slack, Notion, and your repo. No ceremony.
About us
Founders who build alongside your team.
We are a Zurich-based applied AI studio focused on workflows that drive real revenue or efficiency. Every engagement pairs product, research, and data engineering so we can ship guardrails, observability, and change management in one pass.
Research
Product
Infra
Zurich-based studio
↗We partner on-site across CH and EU with founders and operators.
Full-stack AI team
↗Research, product, and infra in one crew so we can ship end-to-end.
Telemetry first
↗Every agent leaves with evaluation hooks and governance tooling.
Insights
Signals from recent deliveries.
We measure every rollout so you get real before-and-after deltas, not theater.
Lead response time
↓ 18%
Sales ops agent triages and explains decisions.
Localization cycle
↓ 72%
Glossary-aware pipeline with review diffs.
Dashboard adoption
+9 pp
Narrated analytics with next actions.
Sales ops agentPilot
LLM plus CRM hooks, tone controls, and audit logs.
Localization pipelineIn production
Translations plus QA diffs in hours.
Book a working session
Tell us the one workflow you want to see working.
Share three lines of context, the outcome that matters, and the constraint on timeline or tooling. We will respond with a simple go or no-go memo plus two slots to meet.
Hands-on founders onlySecurity-reviewed with your teamTelemetry on day one
Booking a 20 minute meeting lets us review your stack live and confirm who joins from our side.