Building Operational Superintelligence.

Haladir is an applied AI product lab for optimal decision-making, working with formal solvers, linear programming models, & LLMs to enable critical operations companies to operate at frontier speed and precision. Today's AI has brought us intelligence. The next frontier is judgement. We apply solver-based methods, SMT/SAT solvers, MILP, operations research, and formal verification to make both RL and AI deployment possible in domains where correctness has never been formally defined. Just as code's internal verifiability unlocked exponential gains in AI software generation, we seek to unlock the same dynamic for larger operational use cases of AI: logistics, supply chains, manufacturing, ERPs and beyond. We define operational superintelligence as AI that consistently makes maximally-optimal operational decisions in complex environments. The first component is speed: continuous decisions that take consultants and analysts weeks to make, in seconds. The second is reliability: every decision is guaranteed to satisfy operational constraints. The third is scope: optimize across thousands of constraints no human or team could possibly reason about.

Reinforcement LearningLogisticsData EngineeringOperations

Total Open and Closed Positions

Total open positions, and positions newly closed since the previous update

Department Headcount Over Time

Open positions per department · top 6 at any point in the window

Newly Opened and Closed Positions

Position Churn Rate

Positions closed within 14 days of opening · a high rate suggests posting instability — duplicates, pulled listings, or roles filled through internal or off-market channels

Time-to-Fill Distribution

Days from open to close · closed positions only

Salary Trend Over Time

Monthly median base salary · USD · annualized · p25/p75 dashed

Salary Range by Department

Employment Type

Technical vs. Non-technical

Open positions · by department

Top Roles by Department

Seniority Mix

Derived from job title keywords

Equity Range by Department

Top Skills

Top Tech Stacks

Skills Trend

Change in share of postings · recent 3 months vs. prior 3 months

Tech Stack Evolution

Positions opened per month · top 5 technologies