Instant temporal snapshotting with zero data duplication
Traditional cloning duplicates massive databases, consuming infrastructure and taking minutes or hours to initialise. JanusKS uses its bi-temporal graph architecture to deliver full-scale isolation without the wait.
Zero data duplication
Creating a sandbox does not copy your operational data. The engine marks an instant temporal pointer at that exact microsecond in the live graph.
Full-fidelity branching
The sandbox inherits the complete relational depth, history and constraint logic of live operations. Only modified nodes, resequenced tasks or adjusted rates are captured as deltas.
Instant multi-branch scale
Spin up ten, fifty or a hundred concurrent sandboxes instantly, whether your graph holds thousands or billions of nodes.
Previewing and comparing sandboxes to live
Turn subjective operational debates into mathematical trade-off analysis.
The real-time delta engine compares any sandbox branch against live production or against competing branches, automatically computing the structural delta across every dimension.
Timeline variance
Pinpoint which downstream milestones accelerate, compress or slip.
Financial exposure
Surface live cost variances, labour overtime premiums, equipment burn rates and gross margin drift.
Constraint and compliance checking
Instantly verify whether a simulated move violates statutory safety stand-downs, fatigue rules, regulatory hold points or vendor SLA limits.
Multi-branch trade-off matrix
Evaluate competing strategic branches side by side in an interactive decision matrix before presenting recommendations to the board. Illustrative figures.
| Evaluation metric | Live production baseline | Sandbox A: overtime compression | Sandbox B: staged subcontracting |
|---|---|---|---|
| Delivery target | On schedule | 21 days early | 5 days late |
| Total labour cost | $3.80M (standard) | $4.32M (+13.7% overtime) | $3.95M (+3.9% contractor fee) |
| Gross margin | 24.1% | 19.8% (margin sacrificed) | 23.2% (margin protected) |
| Resource fatigue risk | Normal (72% load) | Critical (96% peak load) | Safe (68% load) |
| Regulatory risk | Verified compliant | Requires council curfew waiver | Standard permit envelope |
| Operational recommendation | Active baseline | Unviable without client acceleration bonus | Recommended operational path |
Controlled publishing and merge to live
A sandbox is only as valuable as the certainty with which it can be executed.
Moving from simulation to execution must never happen by accident. JanusKS enforces rigorous human-in-the-loop governance before a sandbox can touch live production.
Impact staging review
Review an itemised checklist of every state change, reallocated resource and adjusted deadline before promotion.
Conflict resolution and live drift detection
If live operations changed while the planner was working, such as an asset breaking down or a permit being delayed, the engine highlights the collision and resolves dependencies before committing.
Atomic production merge
Once authorised, branch deltas merge into the live enterprise graph in one atomic, non-destructive transaction.
Closed-loop system sync
JanusKS automatically broadcasts the new schedule and allocation commitments to operational systems, updating Primavera P6, Procore, Jira or enterprise ERPs through bi-directional webhooks and APIs.
Granular sandbox permissions and confidentiality
High-stakes operational modelling needs strict isolation and compartmentalisation.
Strategic planning often involves sensitive commercial scenarios that cannot be broadcast across the organisation, such as plant consolidations, executive restructuring, confidential M&A or aggressive bidding strategies against competitors.
Private and departmental sandboxes
Create sandboxes accessible only to designated individuals or project leadership, invisible to unauthorised users across both the UI and the API.
Agentic permission boundaries
Autonomous agents working through MCP can be given isolated sandboxes to explore optimisation strategies, with no right to read confidential branches or commit to live operations.
Forensic sandbox audit trails
Every branch created, scenario tweaked and publish event executed is logged in an immutable audit ledger, preserving the institutional memory of why one path was chosen over another.
Role-based sharing and collaboration
Grant granular permissions per sandbox.
| Role | What they can do |
|---|---|
| Viewer | Inspect simulations, run diffs and review trade-off matrices. |
| Collaborator | Adjust variables, run constraint solvers and introduce new dependencies. |
| Approver / publisher | Holds the authorised executive credential required to promote a sandbox to live production. |
High-impact enterprise use cases
| Operational context | Sandbox simulation | Live promotion value |
|---|---|---|
| Tender bidding and scoping | Test uncommitted bids against current capacity without polluting active production schedules. | Instantly convert winning tenders into live, fully resourced project plans. |
| Supply chain disruptions | Model multi-week supplier delays and test alternative routing or substitution strategies. | Commit re-routed logistics and adjusted delivery milestones across all distribution hubs in one transaction. |
| Workforce restructuring | Confidentially model shift reallocations, department reorganisations or hiring freezes. | Promote approved staffing structures directly into workforce management and scheduling tools. |
| Plant maintenance and turnarounds | Simulate accelerated critical path workflows for complex refinery, mine or facility shutdowns. | Deploy the optimised maintenance sequence to site teams with no re-keying errors. |