Streams, blocks, specs, and saved convergence state.
Enterprise Governed simulation agents
Develop enduring simulation work at scale
Reflux gives engineering organizations AI agents that plan, build, run, and review simulator workflows while every native file change stays governed.
Reflux Enterprise
Run a controlled process study
reduce steam duty while preserving approved column constraints
Read team review rules
Opened seed_case.bkp in read-only mode
I found the converged case, generated a bounded pressure and reflux plan, and held the native write for engineering review.
Plan approved
Case fork saved
Run evidence attached
Review packet
column-energy-study.md
8.4%
lower duty
99.1%
purity held
APWZ
native artifact saved
Built for teams responsible for trusted engineering systems
Process design
Operations support
Energy systems
Geochemistry
Advanced materials
Simulation platforms
Engineering knowledge base
Bring Reflux to the workflows your team already trusts
Connect case libraries, simulator path registries, run histories, and team approval rules so agents work from the same context your engineers use.
Talk to the team ->Native writes require approval and attached evidence.
Baseline, candidate, deltas, and flagged limits.
Simulator-specific routes for controlled edits.
Process Study Dashboard
Ready for review
Pressure sweep
Best candidate preserves purity and reduces steam duty.
Ship with confidence
Move faster without losing the audit trail
Reflux turns recurring studies into reusable workflows, with the generated case, simulator run, stream deltas, and plain-language review packet kept together.
Explore governed runs ->
Governance
AI is changing how simulation work gets done
Enterprise Reflux is built for teams that need speed and defensibility in the same workflow.
Powerful, yet customizable
Enterprise controls for real engineering organizations
Total control
Configure simulator access, model policies, review gates, and team-level agent rules.
View controls ->Access the right systems
Route work across Aspen Plus, HYSYS, Aveva Pro II, GWB, and internal workflows.
View systems ->Prove every result
Keep review packets close to the work so teams can inspect assumptions, limits, and outputs.
View review packets ->
Run status
Converged
Evidence
Streams attached
Approval
Ready
Security and deployment
Designed for controlled engineering environments
Reflux can fit inside teams that need clear data boundaries, supportable deployments, and repeatable approval behavior.
Identity and access
Plan for SSO, workspace-level access, and simulator permissions that follow team boundaries.
Data boundaries
Keep case files, generated artifacts, and review evidence scoped to approved environments.
Audit evidence
Record the plan, touched paths, execution status, and generated outputs for each run.
Deployment support
Work with the Reflux team on adapter rollout, workflow onboarding, and policy design.
Built for engineers who still need to trust the run.
"Reflux gives us the speed of agents while keeping the simulator case and review evidence together."
Maya Chen
Principal process engineer
"The review gate matters. We can automate recurring studies without hiding what changed."
Priya Nair
Process modeling specialist
"Reviewed simulator adapters give us one controlled path across old desktop tools and new AI workflows."
Jonas Klein
Modeling systems lead
FAQ
Enterprise questions
Can Reflux work with our existing simulator files?
Yes. Reflux is built around native artifacts like BKP/APWZ files, run logs, known path registries, and reviewed templates.
Can teams require approval before execution?
Yes. The product is designed around reviewed plans and explicit approval before native simulator writes.
What systems can it connect to?
Current Reflux workflows center on Aspen Plus, HYSYS, Aveva Pro II, GWB, templates, and review surfaces.
How do we start?
The Reflux team can map one recurring study, connect the relevant artifacts, and turn it into an enterprise-ready review workflow.