Solutions
Verticalized workflows with governed autonomy
Production templates for optimization-heavy domains—built for reliability, auditability, and controlled spend.
Supply Chain
Governed optimization for demand, inventory, and logistics—routing each solve to the best classical or quantum-ready backend under cost and SLA constraints.
Representative use cases
- Multi-echelon inventory rebalancing
- Dynamic transportation routing
- Supplier risk and resilience planning
Typical outcomes
- Faster scenario evaluation for planning cycles
- Lower stockouts and reduced expediting risk
- Auditable decision-making across suppliers, lanes, and constraints
Financial Services
Policy-governed agent workflows for portfolio construction, risk controls, and scenario analysis—built for audit trails, deterministic replay, and controlled spend.
Representative use cases
- Portfolio optimization with risk constraints
- Liquidity routing and execution guardrails
- Fraud investigation triage
Typical outcomes
- Faster research-to-decision cycles with traceable runs
- Reduced model and operational risk via governance gates
- Repeatable scenario analysis and explainable routing
Pharma
Agentic orchestration for R&D workflows with traceable runs, controlled tool access, and quantum-ready experimentation hooks.
Representative use cases
- Virtual screening and prioritization
- Experiment design and scheduling
- Molecule optimization loop
Typical outcomes
- Faster iteration across screening cycles
- Improved reproducibility and traceability
- Reduced operational burden for R&D teams
Manufacturing
Governed agent workflows for production scheduling, quality investigation, and predictive maintenance—with deterministic replay and evidence trails.
Representative use cases
- Production scheduling and sequencing
- Quality investigation and root-cause analysis
- Predictive maintenance planning
Typical outcomes
- Higher throughput and reduced downtime
- Reduced quality escapes via traceable investigations
- Faster scheduling decisions under constraints
Government
Policy-first orchestration for mission workflows—tenant isolation, auditable decision logs, and controlled tool access for sensitive environments.
Representative use cases
- Resource allocation and scheduling
- Incident response planning
- Procurement optimization
Typical outcomes
- Stronger governance and traceability
- Reduced operational risk with policy controls
- Faster scenario evaluation under constraints
Research Labs
Reproducible orchestration for complex experiments—versioned workflows, controlled tool access, and traceable runs across heterogeneous compute.
Representative use cases
- Experiment orchestration and provenance
- HPC queue and resource optimization
- Quantum experimentation (hybrid workflows)
Typical outcomes
- Improved reproducibility and provenance
- Faster iteration for experiments
- Lower operational overhead for compute coordination
Energy & Utilities
Grid-aware decision intelligence for dispatch, storage, and demand response—combining agent planning with hybrid optimization under reliability and regulatory constraints.
Representative use cases
- Grid dispatch + storage arbitrage
Typical outcomes
- Lower imbalance costs and peak penalties
- Higher asset utilization (storage, renewables, flexible load)
- Auditable dispatch decisions with constraint evidence
Healthcare Operations
Operational optimization for hospitals and health systems—staffing, OR scheduling, and patient flow—designed for safety, fairness, and auditability.
Representative use cases
- Hospital capacity + staffing optimization
Typical outcomes
- Reduced wait times and length of stay
- Higher OR and bed utilization with fewer bottlenecks
- Safer staffing decisions with constraints enforced
Aerospace & Defense
Mission planning and maintenance optimization with policy-controlled execution—supporting contested logistics, readiness, and operational risk constraints.
Representative use cases
- Mission planning + readiness optimization
Typical outcomes
- Higher fleet readiness with optimized maintenance windows
- Faster mission plan generation under constraints
- Policy-controlled data boundaries and approvals
Retail & Commerce
Assortment, pricing, and fulfillment decisions with guardrails—agents propose actions, optimizers reconcile constraints, and governance emits audit evidence.
Representative use cases
- Promotion + pricing optimization
Typical outcomes
- Higher in-stock and margin performance
- Lower markdown waste and expedited shipping costs
- Faster promotions and replenishment planning cycles
Insurance
Underwriting and claims triage with constrained automation—agents assist decisions while policies enforce fairness, privacy, and audit requirements.
Representative use cases
- Claims triage + fraud risk routing
Typical outcomes
- Faster claims triage and resolution
- Improved fraud detection with explainable signals
- Compliance-ready decision evidence
Telecom & Networks
Network operations decisioning for capacity, routing, and incident response—agent coordination plus optimization under SLA and reliability constraints.
Representative use cases
- Traffic engineering + incident response
Typical outcomes
- Reduced outage duration and escalation time
- Better capacity utilization and cost control
- SLA-aware routing decisions with evidence
Need a custom workflow template?
We can map your constraints, approved tools, and backend requirements into a deployable workflow with policy controls, observability, and audit evidence.