Core Architecture
The Engineering Intelligence Platform
A comprehensive suite of tools built to establish, govern, and synchronize the Single Source of Truth for software systems.
Engineering SSOT Engine
Creates, manages, versions, and maintains the authoritative engineering knowledge repository. The Engineering SSOT Engine addresses the Engineering Knowledge Crisis by consolidating requirements, architecture, decisions, APIs, tasks, tests, and their relationships into a single source of truth.
- Import engineering artifacts in Markdown, YAML, JSON, OpenAPI, Mermaid, PDF, and DOCX formats.
- Version-control all Engineering SSOT artifacts with complete metadata.
- Maintain traceability relationships between requirements, architecture, and implementation.
Knowledge Graph Engine
Maintains and queries relationships between all engineering artifacts in the SSOT. Automatically generates a knowledge graph from imported engineering artifacts, enabling dependency discovery and graph traversal queries.
- Automatic knowledge graph generation from engineering artifacts.
- Dependency discovery for upstream and downstream relationships.
- Graph traversal queries to navigate artifact relationships.
Context Assembly Engine
Solves the "lost in the middle" token waste problem for LLMs. Instead of feeding entire directories, the engine dynamically crawls the Knowledge Graph to extract only the exact dependency paths, types, interfaces, and guidelines required for the current task.
- Saves up to 80% on LLM token costs.
- Avoids context pollution and unrelated file noise.
- Ensures context package conforms to current branch realities.
Planning Engine
Generates and manages engineering plans using the Engineering SSOT as input. Creates Implementation Plans, Task Plans, Sprint Plans, and Feature Plans with full traceability to originating SSOT artifacts.
- Generate Implementation Plans from requirements and architecture.
- Create Task Plans with descriptions, acceptance criteria, and dependencies.
- Support plan approval workflows for human review.
Agent Orchestration Engine
Creates and manages project-specific AI agents, each receiving only the knowledge relevant to its role. Supports Developer, Architecture, Review, Testing, Documentation, and Security agents with role-based knowledge access.
- Project-specific AI agents with role-based knowledge access.
- Multi-turn conversations with context assembly.
- All agent interactions logged for audit and traceability.
Synchronization Engine
Detects and manages drift between the Engineering SSOT and implementation artifacts. Performs drift detection, generates drift reports, and suggests updates to resolve inconsistencies.
- Detect drift between SSOT and imported code repositories.
- Generate drift reports with severity and recommended actions.
- Track synchronization history with timestamps and results.
Ready to Integrate Engineering Intelligence into Your Team?
Contact our solutions engineering desk to schedule an architecture alignment assessment.
