AIQE Founding
Pilot Program
Structure Investigations.
Surface Gaps.
Preserve Contradictions.
Using evidence-first diagnostic reasoning, AIQE helps manufacturing teams work with incomplete and conflicting data using the quality documents and process data they already have.AIQE structures evidence, identifies gaps, surfaces contradictions, and produces transparent, traceable diagnostic paths while keeping your data under your control.
The Reality of Modern Manufacturing Investigations
Investigations become difficult when evidence is incomplete, contradictory, or scattered across multiple sources.Engineering teams often spend valuable time organizing information, chasing competing explanations, reopening investigations, and building defensible conclusions under production pressure.
CONFLICTING SIGNALS
Evidence points in multiple directions, leading to longer investigation cycles.
SCATTERED INFORMATION
Critical details exist across multiple systems and documents, leading to inconsistent investigation results.
REPEATED INVESTIGATION
Time is spent reopening investigations and re-evaluating results instead of improving the products and processes.
ENGINEERING CAPACITY
Engineers spend more time organizing evidence than building quality into products and improving processes.
HOW AIQE WORKS
INGEST
Use existing quality documents, process data, defect reports, and investigation inputs.
Same input. Same version. Same output.
AIQE is designed to support repeatable investigations and traceable reasoning
Deployment options support connected or isolated environments.
Air-gapped deployment available where required
Founding Pilot Cohort
We are opening a limited number of founder-led pilot discussions with manufacturing teams focused on real plant environments with honest evaluation and feedback
Designed for real plant feedback, validation, and evaluation before broader adoption.
Initial evaluation focused on understanding fit using representative investigation data.
Founder-led support throughout the pilot.
Evaluate whether AIQE creates measurable value in your investigation process
BUILT FOR TEAMS THAT WANT TO:
Quality Engineering
Elevate investigation quality and reduce reopen rates.
Manufacturing Operations
Solve issues faster and reduce downtime, scrap, and rework.
Supplier
Quality
Improve communication and alignment across the supply chain.
Continuous Improvement
Prevent recurring issues and drive systemic improvement.
Regulated Manufacturing
Maintain audit-ready records with clear, traceable reasoning.
Interested in seeing whether AIQE fits your process?
We’ll review your situation and get back to you within 1–2 business days to discuss whether a pilot makes sense for your operation.
Veteran-owned. Built by a manufacturing quality leader with nearly two decades of experience in aviation, automotive, and agricultural manufacturing.
John 3:30