Intelligence Architecture
Six systems. One intelligence.
Every action Calso takes flows through an interconnected architecture of specialised AI systems — detecting, deciding, acting, guarding, adapting, and remembering.
Calso Intelligence
LiveLate delivery pattern: Metro Meats
3 of 5 recent deliveries arrived late · Processing now
Cost trend anomaly: Metro Meats +12% over 30 days
Risk: routine · Confidence 0.87 · Auto-executing
Spend ✓ Qty ✓ Rate limit ✓ All clear
lead_time updated · order rescheduled +1 day
Late circuit: delivery buffer +1 day applied
Stored 'Metro Meats ~1 day late' · conf 0.85
147
Signals today
38
Decisions made
29
Actions run
The Architecture
How Calso thinks
Data flows clockwise through six specialised systems, with Shield guarding every step.
Hover a system to explore
Continuously scans your business data to detect recurring patterns, cost trends, demand shifts, and supplier anomalies — before they become problems.
The brain that evaluates every action. Classifies risk, weighs your trust level, applies safety rules, and decides whether to act autonomously or ask you first.
The part that actually does things. Orbit places orders, calls suppliers, sends emails, updates rosters, and triggers workflows — executing every decision Cortex approves, on schedule or on demand.
Enforces spending limits, validates quantities against history, rate-limits communications, and provides full undo/rollback for every action taken.
Four self-reinforcing circuits that automatically adjust behaviour based on real outcomes — late deliveries, no-shows, complaints, and menu popularity.
Persistent knowledge base that stores everything Calso learns — supplier preferences, owner style, seasonal patterns — with confidence decay so stale knowledge fades naturally.
Deep Dive
Inside each system
The specialised intelligence that powers every decision Calso makes for your business.
Pulse
Pattern Intelligence
Continuously scans your business data to detect recurring patterns, cost trends, demand shifts, and supplier anomalies — before they become problems.
- Order pattern detection from PO history
- Cost trend analysis across suppliers
- Customer demand forecasting
- Staffing gap identification
Cost trend · Metro Meats
Cortex
Decision Engine
The brain that evaluates every action. Classifies risk, weighs your trust level, applies safety rules, and decides whether to act autonomously or ask you first.
- Real-time risk classification
- Adaptive confidence thresholds
- Owner trust level learning
- AI + hardcoded safety rules
Orbit
Action Engine
The part that actually does things. Orbit places orders, calls suppliers, sends emails, updates rosters, and triggers workflows — executing every decision Cortex approves, on schedule or on demand.
- Places orders & contacts suppliers
- Sends emails, SMS & makes calls
- Runs scheduled tasks daily & weekly
- Retries failed actions automatically
Shield
Safety Framework
Enforces spending limits, validates quantities against history, rate-limits communications, and provides full undo/rollback for every action taken.
- Spending limit enforcement
- Quantity anomaly detection
- Communication rate limiting
- Full undo & rollback
Drift
Feedback Loops
Four self-reinforcing circuits that automatically adjust behaviour based on real outcomes — late deliveries, no-shows, complaints, and menu popularity.
- Late delivery → lead time buffer
- No-show → reminder escalation
- Complaints → staff flagging
- Popularity → order adjustment
Synapse
Memory & Learning
Persistent knowledge base that stores everything Calso learns — supplier preferences, owner style, seasonal patterns — with confidence decay so stale knowledge fades naturally.
- Semantic search with embeddings
- 90-day confidence decay
- 5 learning types tracked
- Interview-sourced knowledge
Metro Meats typically 1 day late
Owner prefers email for supplier updates
Friday lunch demand +18% above forecast
In Action
Watch it think
Follow a real scenario through the entire intelligence pipeline.
Scenario: Late delivery from Metro Meats
3 out of 5 recent deliveries arrived late
Pattern Detected
PulseStep 1 of 6
Pulse spots that Metro Meats has delivered late on 3 of their last 5 orders this month.
Interval variance: 0.4 (above 0.3 threshold)Your venue deserves an AI that actually thinks.
Six interconnected systems working 24/7 so you can focus on what matters — your customers.
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