Autonomous Laboratory Report Generation. Zero Hallucinations.
LabEase transforms product specifications and raw test readings into fully compliant, audit-ready test reports in seconds—across Indian Standards (e.g., IS 374, IS 302), global standards, or custom laboratory SOPs—combining semantic AI reasoning with deterministic validation.
Hard Mathematics & Native Word Fidelity
Deterministic Calculation Core
Hard mathematical verification for Service Value, Current THD, and tolerances. Calculations are verified through symbolic math engines—never guessed by generative AI.
Exact Template Preservation
Directly populates existing .docx test draft templates. Retains exact laboratory logos, signatures, nested tables, and typography without corrupting native Word styles.
Universal Standards & Audit-Grade Lineage
Universal Standards & Clause Engine
Dynamic RAG knowledge base engineered for any testing standard (e.g., IS 374, IS 302, IS 10322, IEC guidelines, or proprietary laboratory SOPs). Ingest any standard gazette to automatically parse clause thresholds, pass/fail criteria, and test formulas.
Audit-Grade Tracking
Auto-generates structured Job Order Numbers and Test Report Numbers with cryptographic timestamps. Provides an immutable audit log ready for NABL surveillance and BIS factory audits.
From Raw Sensor Readings to Certified Report
Input Product Details
Enter nominal specs and raw instrument logs. Upload observation sheets or chamber sensor dumps directly.
Automated Verification
Deterministic cross-referencing against clauses, tolerance calculations, and automated verdicts without hallucinations.
Export & Archive
Instant download of audit-ready native Microsoft Word (.docx) or certified PDF with full cryptographic traceability.
Deterministic Clause Evaluation in Action
Switch between example benchmarks to observe real-time symbolic math calculations, tolerance bounding, and verdict formatting.
| Clause / Test Parameter | Specified Limit | Observed Reading | Deterministic Math | Verdict |
|---|---|---|---|---|
| Cl. 10.3 Air Delivery | Min 210.0 m³/min | 218.4 m³/min | Σ(v_i × 2πr_i) = 218.42 | PASS |
| Cl. 11.1 Input Power (W) | 53.0 W ± 10% (47.7 - 58.3) | 51.2 W | Δ = -3.39% (In tolerance) | PASS |
| Cl. 10.4 Service Value | Min 4.00 m³/min/W | 4.26 m³/min/W | 218.4 / 51.2 = 4.265 | PASS |
| Cl. 15.2 THD Analysis | Max 10.0% Current THD | 4.8% | √(Σ(I_h)²)/I_1 = 0.048 | PASS |
Reserve Your Laboratory's Pilot Slot
We work closely with accredited facilities during onboarding to calibrate your specific Microsoft Word (.docx) test templates and test chamber formats.
Universal Standards & Custom Regulations Ready
Works across any Bureau of Indian Standards (BIS), IEC specifications, or custom SOPs. Examples include: