01
Model The Coupled Decision
Assignments, timing, capacity, people, and approvals are modeled together when they affect the same operating outcome.
About
Direct ownership of the decision logic.
SolverForge AI keeps model design, solver behavior, prediction assumptions, operator workflow, and the production boundary close together so constrained operational decisions can be inspected, controlled, and maintained.
Founder
SolverForge work stays close to the person accountable for the model and delivery boundary.
Decision-system projects fail when model design, solver behavior, prediction assumptions, operator workflow, and production integration are split across layers that do not meet. SolverForge AI keeps those choices connected.
Vittorio Distefano created SolverForge and founded SolverForge AI. He works on constraint solving, optimization, agentic workflows, Rust-first developer tooling, and production systems for constrained operational decisions.
Clients work directly with the person accountable for the decision model, solver behavior, prediction assumptions, operator workflow, and implementation choices. That keeps SolverForge projects concrete, inspectable, and accountable from scoping through delivery.
Engineering Standards
SolverForge is built for decisions that must stay explainable after launch.
The standard is not just a good answer. The model, constraints, recommendations, repair behavior, and integration boundary need to remain legible when operators review the output and conditions change.
02
Expose The Constraints
Hard rules, soft tradeoffs, scores, and match counts remain inspectable so teams can see why a result changed.
03
Preserve Operator Control
Recommendations are designed for review, repair, approval, and integration rather than blind execution.
04
Own The Delivery Boundary
SolverForge is built to land in real products, APIs, internal tools, and operating workflows.
Start With The Decision
Bring a constrained decision that needs accountable software.
SolverForge AI starts with the model, constraints, users, and production boundary behind the decision, then builds toward output the operation can inspect and use.
Discuss a constrained decision