Enterprise AI readiness, in your offices.
Run by builders and entrepreneurs who’ve deployed hundreds of AI agents across real enterprise use-cases — not classroom trainers or slideware consultants. Walk out with a readiness scorecard, a ranked backlog, a target architecture and a 90-day plan.
Most AI initiatives stall in pilot purgatory.
Leaders are under board pressure to “do AI,” yet most initiatives stall or leak value due to weak data foundations, unclear owners and risky governance. You don’t need more theory — you need a credible path to production your CIO, CISO and CFO can all sign off on.
- ✦Consultants learned on our dime — we got slides, not systems.
- ✦We ran 10+ POCs; none made it to production.
- ✦Teams automated the wrong work; no EBIT impact.
- ✦Vendors overpromised “agents”; we got macros.
- ✦Integration backlogs are months long.
- ✦No evals or SLAs — quality regresses and we can’t prove ROI.
What makes us different
We optimize for production readiness, design around your controls, and tie every idea to a KPI.
Shipped-first mindset
We optimize for production readiness, not demos.
Enterprise pragmatism
We design around your SSO, data boundaries, audit trails and change management from day one.
KPI-orientation
Every idea ties to cost ↓, revenue ↑, cycle time ↓ or risk ↓.
Hands-on artifacts
You leave with a scorecard, a prioritized backlog, a target architecture and a 90-day plan — not generic frameworks.
Outcomes you get
Board-ready artifacts you own — delivered in your tools and branded with your logo. Data stays in your boundary; no training on your data by default.
Readiness scorecard
Across Strategy, Data, Integrations, Security, Governance, People, Evals/Observability and Sponsorship.
Use-cases ranked & scored
By Impact × Feasibility × Time-to-Value × Strategic fit, with risk & change reverse-scored.
Target architecture
Data boundary, SSO/auth, connectors and observability flows — sketched for your stack.
Governance starter kit
HITL patterns, evaluation rubric, logging plan, red-team approach and incident runbook outline.
90-day plan
Milestones by week, RACI/owners, dependencies, risks and budgetary guidance.
Pilot pack (Core + Pilot)
A bounded pilot, success criteria & eval plan, telemetry spec, working demo and exec readout.
Enterprises ready to move beyond experiments.
We keep the room small — deciders, not observers — and tailor the agenda to your stack onsite.
- ✦$100M–$10B+ enterprises with modern SaaS stacks (Salesforce / ServiceNow / SAP / Workday / Atlassian / M365 / GWS).
- ✦CIO/CDO/CTO sponsors with a mandate to move beyond experiments.
- ✦IT/Security leaders who require audit-safe, observable systems.
What clients say
“We walked in with a folder of failed POCs and walked out with a signed-off architecture, a working agent, and an exec readout the board approved the next day.”
“Security didn’t just tolerate it — they co-authored it. Boundary defined, logs streaming to our SIEM, and a runbook my team actually uses.”
“Fastest path from hype to shipped ROI I’ve seen. In one day they nailed our data boundary and governance; two weeks later we had a working agent. My CISO signed off in the room.”
Packages & pricing
Start free with Lite. Workshop fees are fully credited against a production SOW signed within 60 days.
Lite
- Readiness score
- Top-5 ideas
- ROI ranges
- Risk heatmap
Core
- Everything in Lite
- Prioritized backlog
- Target architecture
- Governance checklist
- 90-day roadmap
Core + Pilot
- Everything in Core
- Bounded pilot (≤2 integrations)
- Eval plan & metrics
- Working demo
- Exec readout
Quantified value (illustrative): a ~$250k-equivalent pilot delivered in Core + Pilot · up to $2M in dead-end bets and rework avoided · 3–9 months of acceleration to production. We customize with your KPIs, salary bands and volumes.
Example use-case buckets
Each use case includes KPI baselines → targets, data sources, integrations, evaluation method and risks.
Revenue Ops
Lead routing & pipeline summarization, proposal/draft generation, renewal risk flags.
Service Ops
Agent assist, auto-triage, knowledge retrieval with citations, intent → workflow automations.
Back-office
Invoice/case classification, contract clause extraction, HR policy Q&A, IT runbooks with action connectors.
Engineering
PR summarization, flaky test triage, incident timeline drafts, ticket deduplication.
Audit-safe by design
Governance is part of the workshop, not an afterthought.
Data boundary first
No model training on your data by default. Your tenancy or VPC. Private networking available.
Access control
SSO/RBAC; least-privilege service accounts; per-use-case scopes.
Observability
All prompts, outputs and actions logged; streams to your SIEM.
Evaluations
Quality, safety, bias, cost and latency SLAs; HITL fail-safes.
Why we’re doing this
We’re builders raising capital and looking for real problems worth solving. Running these workshops helps us see what works across industries, de-risk production paths with measurable value, and save you tens of millions by avoiding dead-end bets and compliance rework. We share our playbooks freely — and if we earn the right, we’ll partner on your production build.
Operators who’ve shipped at scale
Thomas
A builder-operator with multiple nine-figure exits; founded Europe’s largest data center and scaled mission-critical infrastructure for global enterprises. Turns board mandates into production outcomes.
Jude Rosario
Founder of Zuro and a hands-on builder who has deployed 100+ production agents across large enterprises — evals, guardrails, SLAs and an auditable path from pilot to production.
Vinay
AI/ML architect with deep technical chops and enterprise delivery wins. Designs scalable pipelines, agents and integrations with latency, cost controls and RAG quality gates.
Yas
Converts messy business problems into usable, working AI. Aligns users, data and ops to ship adoption — task-time down, accuracy up.
Yesha
Harvard-trained AI transformation leader and inventor with 40+ patents. Drives change at scale with governance & change playbooks and exec readouts that unlock funding.
Frequently asked questions
Ready to move beyond POCs?
Book a demo to see Zuro on your workflows — or express interest in a free readiness workshop and our team will get back to you.