Continuous graph inference
Unlike static cron jobs or periodic report generation, JanusKS runs continuous background inference against the live enterprise graph.
Constraint boundary proximity
Monitors how close operational states are drifting toward hard constraints, such as maximum shift fatigue, statutory inspection deadlines or crane pick weight safety factors.
Cross-silo correlation
Connects data points no single department tracks together, such as an unapproved engineering drawing revision and an upcoming procurement cut-off.
Multi-level anomaly triage and de-noising
Stop drowning in symptom notifications. JanusKS uses the knowledge graph to trace causality.
Root-cause deduplication
If an electrical transformer delivery is held at customs, the engine suppresses dozens of individual installation warnings and shows project directors one root-cause alert: Primary Substation Delay.
Dynamic severity scoring
Rates urgency by structural impact, separating a task delay with plenty of float from a minor delay sitting directly on the contractual critical path.
Prescriptive recommendation generation
JanusKS doesn’t just show what is going wrong. It generates mathematically validated options for fixing it.
Automated trade-off formulation
Evaluates candidate solutions, such as authorising weekend overtime or reallocating a secondary trade crew, and scores them on cost, delivery date and fatigue risk.
Historical grounding
Uses past temporality to recommend the suppliers, sequences and interventions with the strongest track record under the same constraints.
Closed-loop execution and ecosystem integrations
Actionable intelligence, delivered directly into the tools your teams use every day.
JanusKS inference engine
REST APIs
- Slack / MS Teams
- Jira / Procore
- SAP / ERP
- Agentic MCP runtime
Real-time chat and collaboration dispatch
Rich interactive cards
Push alerts into dedicated Slack or Microsoft Teams channels with embedded decision widgets showing root causes, impacted dependencies and candidate actions.
In-chat authorisation
Let designated managers approve schedule adjustments or emergency supplier dispatches directly from secure chat prompts.
Enterprise system-to-system triggers
Bidirectional task updates
Automatically create or update tracking issues in Jira, Procore or Autodesk Build when structural dependencies deviate.
ERP procurement locks
Trigger procurement holds or contingency drawdowns in SAP, Oracle or NetSuite, under the approval rules you set, when cost anomalies exceed predefined risk bands.
Governed agentic action via MCP
Autonomous task staging
AI agents working through the Model Context Protocol (MCP) receive real-time anomaly feeds to draft mitigation plans or query alternative supplier catalogues.
Strict human gates
Recommendations stay advisory until validated. State-altering transactions, budget reallocations and contract notices need verified human sign-off.
Live anomaly and recommendation scenarios
Illustrative examples.
| Triggering condition | Diagnostic alert (root cause) | Prescriptive recommendation | Closed-loop action |
|---|---|---|---|
| Trade velocity degradation | Level 4 mechanical rough-in is tracking 22% below baseline velocity across the past 14 days. | Resequence Level 5 staging to avoid trade stacking; assign an auxiliary crew from non-critical Sector B. | Generates an adjusted schedule draft in an isolated sandbox for director review. |
| Regulatory hold-point risk | Statutory structural certificate missing 72 hours before scheduled heavy load placement. | Shift the crane mobilisation window by 48 hours to avoid idle equipment standby penalties ($8,500/day). | Sends an urgent priority alert to the project certifier via SMS and Slack. |
| Supply chain slippage | HV switchgear sea freight delayed by 11 days at a transit hub. | Commission temporary site generator power for initial testing; defer switchgear installation to Phase 3. | Pushes the updated delivery dependency to the procurement team in SAP. |
| Staffing fatigue and compliance | Specialist night-shift crew approaching statutory consecutive-hour fatigue limits. | Swap weekend shifts with a qualified, certified backup team to prevent a safety code breach. | Stages the change in the workforce scheduling tool and notifies the site supervisor. |
Enterprise governance and configuration
Custom threshold authoring
Define your own risk tolerances, business heuristics and escalation ladders through a rule canvas or custom mathematical expressions.
Role-based notification routing
Route sensitive commercial alerts, such as margin erosion or budget breaches, strictly to authorised executives, and operational alerts to field leads.
Complete auditability
Every alert raised, recommendation presented and action triggered is logged in an immutable audit ledger, keeping a defensible history of your response to risk.