Your AI requirements engineered!
ReqForge transforms PDFs, SOPs, screenshots, scanned files and operational documents into structured software requirements, workflows, APIs and database schemas.
- OCR-powered extraction
- Source-grounded AI outputs
- Workflow & schema generation
- Multi-document understanding
- Operations_SOP.pdf12 pages
- warehouse_photo.pngOCR’d
- GatePass_template.pdf2 pages
- client_interview.docxNotes
- legacy_schema.sql64 tables
Functional requirement
The system shall generate a sequential gate pass on inbound dispatch, capturing vehicle number, driver ID, net weight from weighbridge, and warehouse bay assignment. [1][2]
create table gate_pass ( id bigserial pk, vehicle_no text, driver_id uuid, net_weight_kg numeric, bay_id int, issued_at timestamptz );
What triggers a gate pass?
Inbound dispatch confirmation from the weighbridge SOP. [1]
Built for teams handling operational complexity
- Logistics
- Manufacturing
- Rice Mills
- Warehousing
- Healthcare
- ERP Operations
- Distribution
Features
From operational documents to engineering-ready deliverables
Understand messy documentation
Extract information from PDFs, scanned files, screenshots, SOPs, and operational business documents.
AI-powered requirements generation
Automatically generate structured functional requirements and implementation-ready specifications.
Generate workflows and schemas
Create workflow diagrams, SQL schemas, ER diagrams, and API structures instantly.
Chat with business operations
Ask questions about client workflows, operational logic, reports, and process dependencies.
Source-grounded outputs
Every generated output stays connected to the original business documents for traceability.
Multi-document intelligence
Combine information across multiple operational files and fragmented client inputs.
Workflow
How ReqForge works
- 1
Upload operational documents
PDFs, screenshots, gate passes, challans, SOPs, interviews, process notes.
- 2
Extract and understand business logic
OCR and AI pipelines analyze operational workflows and contextual business relationships.
- 3
Retrieve relevant operational context
ReqForge semantically indexes and connects business information across documents.
- 4
Generate implementation-ready outputs
Requirements, workflows, APIs, SQL schemas, ER diagrams, and technical deliverables.
Outputs
Everything your engineering team needs
Functional Requirements
- FR-001 · User onboarding
- FR-014 · Gate pass issuance
- FR-022 · Inventory sync
Workflow Diagrams
API Specifications
POST /api/gate-pass
{
"vehicle_no": "MH12AB1234",
"driver_id": "uuid",
"net_weight": 18420
}
→ 201 { "id": 4421 }SQL Schemas
create table dispatch ( id bigserial pk, pass_id bigint, bay_id int, ts timestamptz );
ER Diagrams
Process Flows
Requirement Summaries
14 requirements · 3 modules
AI Requirement Chat
How are dispatches verified?
Weighbridge + supervisor sign-off [2]
Show related schema
Why ReqForge
Reduce manual work. Increase implementation clarity.
ReqForge gives consultancies and implementation teams a faster path from messy client inputs to engineering-ready specifications — without losing traceability.
- Reduce requirement gathering time dramatically
- Eliminate repetitive manual analysis
- Improve developer handoff quality
- Understand operational workflows faster
- Keep outputs grounded in source documents
- Generate reusable engineering assets instantly
- Standardize documentation across projects
Forge better software requirements.
Turn operational chaos into implementation-ready clarity.