What is happening?
Reconstruct the actual path, handoffs, exceptions and unresolved obligations.
SHIRABE reconstructs fragmented workflows, evidence gaps, unresolved ownership and operational costs in English and Spanish—then gives authorized leaders a bounded, implementation-neutral decision package.
Not a chatbot, audit opinion, fraud adjudicator, law-enforcement tool, or guaranteed-ROI system. SHIRABE recommends and preserves evidence; people decide.
Organizations are often asked to select automation or process-mining software before they have clean event logs, stable definitions or clear ownership. SHIRABE begins earlier: with emails, difficult documents, spreadsheets, shared drives and conflicting accounts of how work moves.
Reconstruct the actual path, handoffs, exceptions and unresolved obligations.
Preserve sources, timestamps, classifications, correction history and visible uncertainty.
Buy, build, change the process, collect more evidence—or do nothing yet.
Classify the problem, authority, restricted data, unknowns, urgency and desired outcome before evidence enters the engagement.
Admit approved evidence with provenance, normalize documents and events, and rebuild the workflow without silently resolving conflicts.
Keep measured facts separate from projections and assumptions. Route high-risk findings to named human review.
Produce executive and technical packages. The customer and Ricardo approve any implementation; nothing consequential occurs automatically.
Every finding retains its source, status and decision boundary.
Current-state narrative, material findings, decision options and an owner-reviewed readout.
Manifest, hashes, source classification, timestamps, conflicts and correction history.
Prioritized recommendations, exclusions, acceptance criteria and an explicit stop point.
Observed values supported by admitted evidence and reproducible calculations.
Future effects modeled separately, with method and range visible.
Inputs supplied for planning but not independently established.
Missing evidence that remains unresolved instead of being estimated away.
One session, synthetic exercise, issue framing and a written scope recommendation.
One workflow, approved evidence boundary, reconstruction, evidence register and bilingual executive readout.
Expanded evidence controls, systems and security review. Final scope is separately approved.
SHIRABE offer design; not an executed agreement. Final pricing depends on scope, evidence sensitivity, access method and contractual risk. No completed customer outcome is claimed.
These are internal synthetic acceptance results—not real-world accuracy, customer savings, audit assurance, fraud-detection accuracy, production-government readiness or equivalence with a commercial platform.
Use the governed bilingual intake to reconstruct the workflow, identify the reported consequence, separate evidence from estimates and define a measurable outcome.
The intake accepts no files and prohibits passwords, customer or resident records, health, tax or banking information, CUI, classified information and complete contracts.
Submitting a diagnostic creates an owner/operator self-report for review. It does not create a contract, authorize system access or approve an implementation.