Guided Echo
AI guidance layer for complex operational procedures
Guided Echo takes SOPs, manuals and tribal knowledge and turns them into conversational, context-aware guidance. Operators get the right step at the right moment, and every deviation is captured for continuous improvement.
- Artificial Intelligence
- Workflow Automation
- Knowledge Systems
Business problems solved
What was broken
Procedures go unread
500-page manuals do not help someone standing at a machine.
Tribal knowledge walks out
The one person who knows the workaround retires.
Deviations are invisible
Nobody learns from how work actually gets done.
Primary features
What we built
Procedure compiler
Documents parsed into structured, branching step graphs.
Adaptive guidance
Steps adjust to equipment, role and observed conditions.
Deviation capture
Operator overrides logged with rationale for review.
Knowledge feedback loop
Approved deviations promote into the canonical procedure.
Interactive demonstration
Explore Guided Echo
Switch modules, step through the workflow and query the assistant. Everything runs on mock data inside this guided experience.
Sample questions
Technology stack
What it runs on
- React
- TypeScript
- AI APIs
- PostgreSQL
- Supabase
- Authentication
- Enterprise Security
- Analytics
Development highlights
Engineering notes
- Procedure compiler producing deterministic step graphs from prose
- Deviation analytics driving continuous procedure improvement
- Offline-tolerant operator client
Future roadmap
Where it goes next
- Voice-first guidance mode
- Wearable and heads-up display support
- Competency tracking
Architecture
System layers
- 01
Operator Client
- 02
Guidance API
- 03
Authentication
- 04
Procedure Engine
- 05
Vector Store
- 06
PostgreSQL
- 07
Analytics
- 08
AI Services
Estimated demonstration metrics
Scope of the build
Illustrative scale for this guided experience.
0
Estimated screens
0
Estimated features
0
Estimated API endpoints
0
Estimated database tables
High
Architecture complexity
5 months
Development timeline
Performance target
Guidance responses in ~1.1s
Estimated Demonstration Metrics — illustrative values for this guided experience, not measured production statistics.
Workflow walkthrough
How work moves through it
- 1
Compile
Source documentation parsed into a branching step graph.
- 2
Contextualize
Steps bound to equipment, role and site variants.
- 3
Guide
Operator receives one step at a time with inline evidence.
- 4
Capture
Deviations and timings recorded with operator rationale.
- 5
Improve
Reviewed deviations promote into the canonical procedure.
Product walkthrough
Recorded tour
Video placeholder
Guided Guided Echo walkthrough
Core capabilities
- Procedure compilation
- Adaptive guidance
- Deviation analytics
- Knowledge feedback
Continue the tour
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