Industries
Application domains, stated precisely.
Tajalli's architecture applies wherever a proposed decision becomes a real commitment or action. We distinguish domains with controlled validation from domains where the architecture is applicable but not yet validated.
Energy & Distributed Flexibility
Certified operational commitments
Flexibility is only valuable when it can be committed. QISTAS certifies what a distributed portfolio can actually deliver, under current evidence, before it is offered, bid or dispatched.
- Certified flexibility per asset and per portfolio
- Commitment gating before market or grid submission
- Dynamic validity bound to the evidence it was derived from
- Imbalance exposure addressed before commitment, not after settlement
- Shadow evaluation against existing optimization stacks
Enterprise AI Agents
Deterministic runtime authority
Agents are moving from answering questions to taking actions. RADM places a deterministic execution boundary between agent reasoning and the tools that change real systems.
- Privileged tool use under explicit authority
- Mediation of MCP tools and function calls
- Internal assistants with bounded effects
- Autonomous workflows with commit / abort boundaries
- Human approval where the effect requires it
Cloud & Digital Operations
Controlled privileged execution
Architecture applicable to operational automation where a single call can change production: infrastructure actions, administrative tools and deployment workflows.
- Infrastructure and configuration actions
- Administrative and break-glass tooling
- High-consequence internal APIs
- Deployment and release actions
- Access-controlled operational workflows
Industrial & OT Systems
Boundary-aware control architectures
Potential application architecture. Supervisory optimization and advanced control increasingly propose setpoints and schedules. A state-bound control layer can determine which proposals remain admissible under current plant evidence.
- State-bound admissibility for supervisory proposals
- Explicit validity boundaries tied to plant evidence
- Fail-closed behavior when evidence is missing or stale
- Replayable decision lineage for engineering review
Regulated Enterprise Workflows
Evidence-bound decision infrastructure
Architecture applicable to processes where an action must be traceable to the evidence and authority that permitted it.
- Financial operations and payment workflows
- Critical approval chains
- Controlled automation of business processes
- High-consequence decisions requiring reconstruction
Enterprise enquiries
Bring a high-consequence decision. We will map the boundary.
Describe the system that proposes and the system that acts. We will tell you plainly whether deterministic control fits.