iotmaniacs

Digital Systems School & Studio

Build your Digital OS.

Practical infrastructure, automation and AI for small teams and ambitious individuals — so you own your tools instead of being owned by them.

interactive demo

The AI rollout, job by job

Sample company, real structure — flip through the command centers, or open the Map and Chart.

The output layer

Command centers

what each department looks like when the work runs itself

6 command centers · sample data, real metric shapes

Meta Ads · Paid Acquisition
Auto status: running
$31,587Total Spend +3.2%
1,049Leads +8.1%
$30.12CPL +2.7%
0.94%Link CTR -0.2%
$36.27CPM +1.7%
1.93Frequency +0.2%
System activity signals
🔥 Frequency fatigue warning: FB ad fatigue detected on core creatives.
⚡ Platform API synced 2 mins ago: CPL stabilized after changes.
💡 Recommendation: Shift $4,000 budget to Broad Targeting.
Performance run timeline20-day trend
Load breakdown
Instagram Feed58%
Facebook Feed22%
Instagram Stories12%
Others8%
Task allocation
68%
Auto
AutoHuman
Live agents24 run · 3 idle
89%
Meta Ads · Paid AcquisitionEvery dollar, every lead, every fatigue signal · one screen
Sales Pipeline · Deal Flow
Auto status: running
$2.4MPipeline +12.4%
34Open Deals +5.0%
28.4%Win Rate +3.2%
18dAvg Cycle -2 days
94.2%Quota Met +1.8%
$1,850CAC Index -4.2%
System activity signals
🚀 Enterprise deal ($45K ARR) moved from Demo to Proposal stage.
⚠️ SLA warning: 4 deals have been in negotiation for 10+ days.
💡 Rep efficiency: Social outreach conversion increased by 14%.
Performance run timeline20-day trend
Load breakdown
Proposal Stage48%
Demo Stage28%
Discovery15%
Negotiation9%
Task allocation
54%
Auto
AutoHuman
Live agents18 run · 6 idle
75%
Sales Pipeline · Deal FlowEvery stage, every rep, every conversion rate · live
Content Performance · Distribution
Auto status: running
142KImpressions +22.4%
3.82%CTR Average +0.4%
2,840Clicks +18.1%
8.2Avg Position -1.1 pos
4.1%Share Rate +0.8%
1.8%Lead Conv. +0.2%
System activity signals
🔥 SEO article on 'AI Rollouts' is ranking #2 on Google.
📈 Organic traffic surged by 24% following LinkedIn campaign.
💡 Suggestion: Repurpose top 3 blog posts into Video scripts.
Performance run timeline20-day trend
Load breakdown
Organic Search45%
LinkedIn Page30%
Email List15%
Twitter/X10%
Task allocation
82%
Auto
AutoHuman
Live agents42 run · 2 idle
95%
Content Performance · DistributionReach, engagement, traffic attribution · one view
Customer Health · Success
Auto status: running
94.2%Retention +1.3%
62NPS Score +8.0
$340KRenewals +14.0%
4.1hRes. Time -0.8 hrs
88%Health Index +2.4%
4.8/5CSAT Score +0.1
System activity signals
💚 High Health: 3 enterprise accounts upgraded subscription levels.
⚠️ Churn warning: Low platform activity detected on Acme Corp.
⚡ Support SLA: 100% of urgent tickets resolved within 1 hour.
Performance run timeline20-day trend
Load breakdown
Very Satisfied68%
Satisfied22%
Neutral8%
Unsatisfied2%
Task allocation
71%
Auto
AutoHuman
Live agents31 run · 4 idle
88%
Customer Health · SuccessChurn signals, NPS, renewal pipeline · all departments
Operations · Delivery Pipeline
Auto status: running
98.2%SLA Rate +0.8%
127Open Tasks -14.0
3.2dAvg Close -0.5 days
14Blockers -3.0
84%Automated +5.2%
92%Efficiency +2.8%
System activity signals
⚡ LinkedIn scraper automated 850 hours of copy-paste work.
⚠️ 3 data sync tasks are retrying due to third-party rate limits.
💡 Bottleneck: Client profile database indexing requires cache tuning.
Performance run timeline20-day trend
Load breakdown
API Limits50%
Data Quality30%
Human Review15%
Others5%
Task allocation
88%
Auto
AutoHuman
Live agents56 run · 1 idle
98%
Operations · Delivery PipelineOpen tasks, blockers, SLA compliance · full view
Intelligence · Market Signals
Auto status: running
3,421Total Signals +340
218Qualified +28.1%
42Hot Leads +12.0
91.4%Accuracy +3.2%
12Sources +2.0
0.4sAvg Processing -0.1s
System activity signals
🔥 Signal: 5 target accounts announced funding rounds of $10M+.
📈 Hiring triggers: 12 companies hired new VPs of Sales.
⚡ Model retraining completed on 50,000 job descriptions.
Performance run timeline20-day trend
Load breakdown
Hiring Triggers45%
Funding Rounds35%
Tech Stack Shift15%
Leadership5%
Task allocation
94%
Auto
AutoHuman
Live agents84 run · 0 idle
100%
Intelligence · Market SignalsHiring triggers, funding rounds, news events · live

Scroll or use the arrows

Open the full Skill Tree

audience

Who it's for

Small agencies & freelancers

Marketing, casting, design, consulting — teams running on spreadsheets, WhatsApp threads and a dozen disconnected tools.

Tech-curious operators

Logistics, transport and operations people who want to automate the boring parts but don't live in Docker and dashboards. Yet.

Builders who want ownership

People who'd rather understand and own their systems — self-hosted where it makes sense — than rent black boxes forever.

outcomes

What you'll have at the end

A working pipeline

Leads, tasks and follow-ups flowing through one clear system instead of five chat apps.

A simple dashboard

The numbers and statuses that matter, visible at a glance — no BI degree required.

Your first automation

A notification, summary or report that runs itself, so you stop doing robot work.

Get early access

Join the waitlist and be first in when the course opens.

What are you interested in?