Build intelligence that changes how decisions get made.
ConstraintFlow is building the Operational Intelligence layer between enterprise systems, domain knowledge, people and action. We're looking for people who want to solve difficult real-world problems across AI, data, optimization and complex operations.
Our teams work close to the problem—from the engineers building the platform to the people working directly with customers to turn operational challenges into production systems.
We don't stop at the AI answer.
Enterprise AI can retrieve information and generate answers. ConstraintFlow goes further—connecting context to decisions, decisions to action, and action to measurable outcomes.
We're building this architecture for industries where decisions are complex, context is fragmented and the consequences are real.
Two industries where the decisions are hard and the consequences are real.
Manufacturing
Production scheduling, inventory, purchasing, demand, workforce and customer operations—built around a living Operational Digital Twin.
Explore Manufacturing →
Life Sciences
Scientific evidence, research knowledge, AI-assisted investigation and governed scientific workflows—built around a Scientific Context Model.
Explore Life Sciences →
Four principles, not a values poster.
Start with the real problem
We begin with difficult decisions people are already making—not with technology looking for a use case.
Build close to users
Engineers, product teams and customer-facing teams work together. What we learn in the field directly influences the platform.
Humans remain accountable
AI should improve human decisions, not hide how they were made. Explainability, approvals, governance and measurable outcomes are part of the product.
Make every deployment compound
We build reusable platform capabilities rather than solving the same customer problem repeatedly through custom services.
Close to customers. Close to the platform.
ConstraintFlow combines teams close to customers with teams building the core intelligence platform.
Dallas–Fort Worth
Work directly with customers, understand operational problems, lead implementations and build the relationships that expand ConstraintFlow into new organizations.
Implementation • Product • Sales • Solutions • Customer Success
Hyderabad
Build the core platform across AI, data, decision intelligence, workflows, product engineering and platform reliability.
AI • Data • Platform • Product Engineering • Quality Engineering
New York / New Jersey
Support customers and operational activities across the ConstraintFlow organization.
Customer Service • Operations
Work arrangements are stated on each role. Not every role is office-based.
Open roles
Project Manager, Customer Implementations
- Department
- Customer & Delivery
- Location
- Dallas–Fort Worth, TX
- Employment type
- Full-time
Lead complex enterprise implementations from discovery through production while becoming the connective tissue between customers, product teams and engineering.
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Senior Agentic AI Engineer
- Department
- Engineering & AI
- Location
- Hyderabad, India
- Employment type
- Full-time
Build production AI agents that reason over enterprise context, use tools, coordinate workflows and operate within real governance boundaries.
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Business Development Representative
- Department
- Sales
- Location
- Dallas–Fort Worth, TX
- Employment type
- Full-time
Help introduce a new enterprise software category to manufacturing leaders—and grow into someone who can own the entire customer relationship.
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Customer Service Associate
- Department
- Customer Service
- Location
- Fort Lee, NJ
- Work arrangement
- On-site
- Employment type
- Full-time
Be the first person ConstraintFlow customers reach—resolve requests, keep people informed and turn what you hear into a better product and a better support experience.
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Don't see the right role yet?
We hire deliberately and we read every note. If you build reliable AI systems, run complex implementations or want to learn enterprise sales in a new category, tell us.
ConstraintFlow is the next chapter of FISClouds.
Our team spent years helping enterprises build cloud, data and AI foundations. ConstraintFlow builds on that experience to solve the next problem: turning enterprise context into better operational decisions.