Resources

Learn more about molecular tools in operations

Short explainers, common questions, and practical perspectives on bringing sequencing and qPCR into day-to-day process control.

Explainer

16S vs. qPCR: when to use which?

How broad community surveys and targeted quantification complement each other, and how to decide where to start for your facility.

Audience: operators, engineers, managers.

Field note

Connecting filaments to clarifier behavior

A practical look at how filament profiles pair with SVI, foam, and MLSS trends across seasons and process configurations.

Audience: municipal wastewater teams.

Perspective

Designing pilots with molecular endpoints

Adding microbiome readouts to pilot and R&D programs to understand why a new approach works — or doesn’t.

Audience: consultants, OEMs, R&D groups.

Frequently asked questions

How much operator time does a program require?
Most clients integrate sampling into existing routines. We provide clear instructions and materials to keep things straightforward.
Do I need in-house bioinformatics or specialized software?
No. We handle lab work and analysis, and deliver results in accessible formats — dashboards, PDFs, and review calls.
Can you work with my existing lab and consultants?
Yes. We regularly collaborate with internal labs, external consultants, and OEMs as part of broader programs.