New functionalities in development — launch target: Q4 2025
Spectra AI‑Assisted Analytics for High‑Tech Manufacturing
Spectra turns process parameters, quality attributes, and stability data into precise decisions. Deploy in the cloud or fully on‑prem for regulated environments.
3×
Faster root‑cause analysis (pilot)
LLM
Domain‑tuned insights
On‑Prem
Local processing option
// Example: Spectra query
batch.where( process.param("Temp").spikes() )
.then( compare.qa("Yield") )
.explain()
→ "A 4.2% yield drop correlates with
3 temperature spikes above 85°C on line A
during week 32. Suggested fix: tighten PID
bounds and retrain control model."
Key features
Designed with manufacturing teams in mind — from process engineering to QA and operations.
Unified data model
Process parameters (time‑series), batch‑level quality attributes, and long‑horizon stability data in one place.
LLM‑assisted analysis
Ask natural‑language questions; Spectra composes the right transformations and statistics.
Root‑cause & deviation
Rapid investigation workflows for non‑conformances and excursions.
Validation‑friendly
Deterministic pipelines with audit trails to support regulated environments.
Secure by design
Role‑based access, encryption in transit/at rest, and on‑prem option for sensitive data.
Fast deployment
From prototype to production using your existing Git workflows and CI/CD.
Data we support
Process parameters
Continuous, time‑based recordings per batch/line. Ideal for trend analysis, SPC and control optimization.
- High‑frequency time series
- Per‑batch & per‑line context
- Outlier & drift detection
Quality attributes
Single measurement per batch for release and in‑process quality controls.
- Spec windows & alerts
- Batch comparisons
- Correlation to process inputs
Stability data
Periodic measurements (e.g., annually) across product shelf life to ensure robustness.
- Long‑horizon trends
- Guideline‑aligned intervals
- Forecasting & shelf‑life checks
Deployment options
Cloud
Fully managed, secure cloud service with automated updates and scaling.
- Rapid onboarding
- Automatic SSL & backups
- Global performance via CDN
On‑Prem
For clients needing local security and data sovereignty.
- Air‑gapped option
- Local identity & audit
- Integrates with existing DWH (e.g., Snowflake)
Hybrid
Mix cloud scale with local control — keep sensitive data on‑site while using cloud analytics.
- Selective sync
- Policy‑based routing
- Best of both worlds
Team
Klemen
Co‑founder, Business & Marketing
Leading company ops and go‑to‑market for Spectra Analytics
Amadej
Co‑founder, Lead Developer
Architecting the Spectra platform and data pipelines.
Silvija
Co‑founder, Statistics & Methodology
Designing robust analytics and validation‑friendly methods.
Contact
Docs & security
Security whitepaper and validation package available upon request.
NDA available.