Leone Intelligence SystemsSystems
Three ways in: a bounded review, a full build, or an evidence-led vendor decision. Each one names the owner, the data boundary, and the acceptance bar before spend.
Stop/go before build
Test the operating case, options, architecture, data boundary, and acceptance bar before a delivery mandate is signed.
Fit: a decision owner needs a bounded stop/go recommendation.
Outcome: decision record and a path that can be funded or declined.
Risk reduced: unknown scope and unsupported assumptions surface early.
Build, evaluate, hand over
Map, build, evaluate, deploy, and hand over retrieval, agent behavior, tools, approvals, UI, and operating controls as one project.
Fit: an accountable owner can provide access, decisions, and acceptance criteria.
Outcome: a working system, evidence bundle, runbook, and owned source.
Risk reduced: release gates and handover responsibilities are explicit.
Scope for vendor review
Shape a vendor conversation around workflow scope, evaluation criteria, security questions, delivery evidence, and ownership boundaries.
Fit: procurement, technical evaluation, or a shortlist process needs a clear response.
Outcome: a procurement-ready scope and an evidence-led next step.
Risk reduced: delivery gaps are visible before award or implementation.
The responsible team verifies sources before use, stops unsafe output, recovers from failure, operates the workflow, and owns the code, runbooks, traces, and improvement path.
Data, models, tools, human review, evaluation, deployment, and handover form one lifecycle. Security, integration, stop conditions, rollback, and ownership are part of the delivery scope, not a later add-on.