AI Requirements Intelligence Platform for Legacy Modernization
AI-powered Requirements Intelligence Platform for Legacy Modernization
ReqSpell is Aspire systems’ AI – Powered requirements intelligence platform for legacy modernization and AI-native software delivery. It transforms scattered requirements, tickets, and undocumented codebases into a live system model that, Business Analysts, Solution Architects, Software Engineers, Quality Engineers, and AI agents can work from together.
ReqSpell brings intelligence across the entire requirements lifecycle - from discovery and analysis to planning and execution. It helps teams reduce ambiguity, preserve system knowledge, accelerate decision-making, and move from requirements to implementation with greater confidence.
Unified Requirements for Enterprise Delivery
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Unified Requirements for Enterprise Delivery
- One requirement, not three interpretations: Product defines the requirement once. Engineering builds from that same requirement. QA tests against that same requirement. No translation layer in between, no drift.
- Keep your system knowledge current automatically. Teams don’t have to remember to manually synchronize requirements across multiple tools and handoffs.
- AI agents read the same model your team does, so what gets built actually matches what was asked for.
What Makes ReqSpell Different
What Makes ReqSpell Different
Live Knowledge Graph
Every module, dependency, and business rule in your system, mapped into one live graph the moment you connect ReqSpell to it.
- Updates automatically as your system changes, no re-documentation
- Click into any module to see exactly what breaks if it changes
- Reduces weeks of legacy code investigation to a matter of hours.
- What used to live in one engineer's head now lives somewhere the whole team can explore
- Explore modules, submodules, dependencies, and how everything connects. Turn tribal knowledge into shared knowledge
Agentic Execution
SoftSpell Agent Mode combines autonomous execution with human oversight. Agents analyze the identified gaps, generate a detailed implementation plan, and provide references to the relevant code files and supporting documents. Humans can review, refine, and approve the proposed plan before any changes are implemented.
Once approved, SoftSpell implements the required changes and generates the relevant documentation with references to the modified code files and supporting artifacts, enabling developers to review and validate the outcome.
Gap Detected → Implementation Plan Generated → Human Review & Approval → Changes Implemented → Documentation Generated with File References
Core Platform Capabilities
Core Platform Capabilities
- Knowledge Graph
A live, interactive model of your system that updates as things change.
- Information Extraction
Extracts structures, PDFs, tickets, notes, and spreadsheets.
- Validation
Flags contradictions and missing edge cases before they reach production.
- Natural Language Query
Ask questions in plain English without query syntax.
- Agentic Execution
Turns insights into action by generating implementation plans, managing approvals, and creating required documentation.
- Legacy Code Reverse Engineering
Reads legacy code and reconstructs business logic that was never documented.
- Traceability
Maintains traceability from requirements to user stories and test cases.
- Role-Based Access
Ensures internal teams and external collaborators access only what they need.
Who Benefits from ReqSpell
Who Benefits from ReqSpell
Product
Turn intent into something engineering can't misread. Structured, quarriable specs instead of documents that drift from reality.
Engineering
Understand legacy systems without weeks of manual review. Give AI coding agents accurate context to work from, instantly.
QA
Trace every test back to a live requirement. Catch coverage gaps before release, not after.
How ReqSpell Works
One connected process, from whatever you already have to requirements your team can build from immediately.
1
Input
2
Understand
3
Map
4
Reverse Engineer
5
Discover
6
Generate
7
Validate
8
Deliver
1. Upload Documents / Connect Repository
Point ReqSpell at what already exists: PDFs, tickets, or a live code repository. No reformatting is required.
2. AI Understanding
ReqSpell reads and interprets the content directly; no manual tagging or restructuring is needed first.
3. Knowledge Graph
Every module, dependency, and business rule gets mapped into one connected, live model of the system.
4. Reverse Engineering & System Understanding
ReqSpell reconstructs business logic, dependencies, and system behavior directly from existing code, helping teams understand complex or undocumented legacy systems without weeks of manual investigation.
5. Business Process Discovery
The business logic and workflows actually driving the system become visible, not just the code.
6. User Stories & Requirement Generation
Structured, reviewable requirements and user stories are generated directly from what was discovered, in the format your team already follows.
7. Gap Analysis & Traceability & Validation
Missing requirements, contradictions, and untested paths are surfaced before they become production defects, with traceability maintained from requirements through user stories and test cases.
8. Documentation & Development Ready
Generate the required documentation and artefacts in the formats your teams already use. Requirements remain structured and traceable, ready for engineering handoff or Agent Mode execution.
Integrate With Your Workflow
ReqSpell works within your existing delivery toolchain, so teams can adopt it without replacing established repositories, boards, or CI/CD workflows.
Jira
Bitbucket
Github
Azure
Gitlab
AWS Code Commit
