Your operation, climbing the AI ladder — one level at a time.
Your team keeps the spreadsheets they already know. We add the watchers, the dashboards, and the AI that reasons over clean data — and every new level of autonomy is earned with evidence from the one below.
The Ceiling: seven levels of AI autonomy
From the on-demand assistant to the AI-native company. Where your business is today, what the next level looks like, and the lock that keeps each level safe. Never climb two levels at once.
Explore the interactive ladder →Services
Everything ships on the same architecture: people keep typing where they already type; scheduled watchers snapshot everything; AI reads the snapshots — never live; dashboards show the same truth the AI sees.
The Diagnostic
Two weeks inside your operation. You get your position on the ladder, the quick wins hiding in your spreadsheets, and a costed roadmap to the next level.
- Data-flow map of your operation
- Ladder position with evidence
- Roadmap: next level, cost, timeline
The Build
We build the level: watchers on your existing sheets and systems, clean snapshot stores, live dashboards, validation gates — hardened by rules that were each paid for by a real outage.
- Zero new habits for your operators
- Dashboards verified against your old reports — to the dollar
- Every automation logged and auditable
The Harmonizer
Your AI layer, operated: monitoring the watchers, extending the dashboards, adding automations as your team trusts them — and preparing the evidence for the next climb.
- Staleness alerts before anyone notices
- New automations every month
- AI chat over your own business data
Case studies
One real operation, three climbs — each written outcome-first, with the scar tissue included.
The boss's report, rebuilt to the dollar
From one hand-assembled weekly page to eleven live dashboard tabs — first tab verified against the original, operators untouched.
- 2–5 min from keystroke to dashboard
- Zero retraining hours
Two scans replaced two minutes of typing
A 44-rack warehouse went from keyboard registration to a two-beep scanner flow, with analytics reading the durable activity log.
- ~5 seconds per registration
- 0.1% in/out reconciliation
An AI that matches the dashboards
A tenant-aware assistant on the Claude API reading the same snapshots people see — read-only, never in the critical path.
- 4,769 documents indexed
- New tenant = one config file
Prefer the blueprint to the stories? Read the full reference architecture →
Pricing
Cloud spend follows revenue — never precedes it. You pay for levels, not for hype.
Diagnostic
- Full data-flow map
- Ladder position report
- Costed roadmap to next level
- Credited toward a Build
The Build
- Watchers + snapshot architecture
- Dashboards your boss will trust
- Validation gates & audit logs
- Handover documentation
- 30 days of post-launch support
Harmonizer
- Watcher fleet monitoring
- Monthly automation additions
- AI chat over your data
- Priority incident response
Every engagement starts with the Diagnostic. Prices in USD; Latin America-friendly terms available.
AI for real operations — no hype, no fear
Keynotes and hands-on workshops for companies and events across Latin America: what AI can actually do for a warehouse, a retailer, a recycler — told through the seven-level ladder and real production stories, scars included.
Find out what level you're on.
One email. We'll reply with three questions and an honest answer about whether we can help.