Our Work
Live demos and case studies showing how we build production AI systems — from document intelligence to operational diagnostics.
Regulatory Gap Analysis
Regulated teams spend weeks manually reviewing controlled documents against FDA 21 CFR Part 11. This system delivers evidence-backed regulatory gap analysis with specific remediation guidance — not a chat response.
What This Demonstrates
Data Integrity
Audit trail language cited in 14 recent letters
OOS Investigations
Phase 2 investigation criteria not defined
Lab Controls
Reference standard procedures appear current
CAPA
No CAPA SOP retrieved for this category
Pharma Intelligence Copilot
Cross-references 870+ FDA warning letters against a company's internal quality documents using two-corpus RAG. Surfaces enforcement risk signals across 10 violation categories — with a live Box integration for the internal document corpus.
What This Demonstrates
USGA Rules Expert
A cited AI assistant built on the 2023 Rules of Golf — the official USGA rulebook. Ask any rules question and get an accurate answer with specific rule citations.
What This Demonstrates
Yes. Under Rule 12.2a, you may remove loose impediments in a bunker without penalty. However, under Rule 12.2b, you must not deliberately touch sand to test its condition...
Sources: Rule 12.2a, Rule 12.2b, Definition of "Loose Impediments"
10 cycles remaining
41 cycles remaining
76 cycles remaining
179 cycles remaining
Industrial Asset Health Copilot
Fleet-level health monitoring and AI-assisted diagnostics for rotating machinery — demonstrated on NASA's C-MAPSS turbofan engine degradation dataset. Sensor trend analysis, anomaly detection, remaining useful life estimation, and evidence-backed diagnosis.
What This Demonstrates
AI Triage Workbench
A multi-step AI pipeline for operational issue triage — from intake through analysis, evidence retrieval, human review, routing, and full audit trail. This is what a managed AI workflow looks like in practice.
What This Demonstrates
Compressor bearing vibration trending up
Elevator leveling inconsistent floors 3-5
Unusual smell near transformer room B
AHU-7 supply fan bearing temp alarm
Under the Hood
The production architecture pattern behind our AI systems — from document intelligence to operational diagnostics
Data Ingestion
Documents are parsed and chunked with structural awareness. Sensor telemetry is normalized into time-series records. Both are indexed for retrieval.
Retrieval & Analysis
Hybrid vector + keyword search for document corpora. Rolling statistics, baseline comparison, and anomaly detection for operational data.
Evidence-Backed AI
Every AI output cites its sources — document sections, sensor readings, cycle numbers, or fleet comparisons. No black-box answers.
Quality & Monitoring
Evaluation suites, interaction logging, rate limiting, and quality metrics ensure systems maintain accuracy in production.
The Same Principles, Your Data
Every system we build uses proven patterns — adapted to your specific data, workflows, and operational requirements. We build it, host it, and manage it so you don't have to.
SOP & Policy Assistant
Help teams find the right procedure instantly, with citations to the exact SOP section and revision.
Equipment Diagnostics
AI copilots that analyze equipment telemetry, event logs, and fault history to rank probable causes with supporting evidence.
Regulatory & Compliance Q&A
Answer compliance questions with cited references to specific regulations, guidance documents, and internal policies.
Operational Data Platforms
Centralize fragmented data from equipment, sensors, and service records into searchable, queryable systems that support teams can act on.
Internal Knowledge Base
Stop losing institutional knowledge when experienced employees leave. Make it searchable and citable.
Medical & Clinical Intelligence
Help clinical and quality teams navigate complex guidelines and cross-reference internal documentation with source-backed answers.
Have a Problem That Looks Like This?
Tell us what's taking too long — searching documents, diagnosing equipment, reviewing compliance, or making sense of operational data. We'll tell you if AI can actually help.
Describe Your Challenge