Adept Scientific | For Manufacturers

Built for life science tools manufacturers.

Whether you manufacture reagent kits, analytical instruments, or lab automation systems, you face a common challenge: once your product ships, you lose visibility into how it's actually executed. Adept bridges the gap between your product teams and the scientists at the bench.

How it works

A seamless data pipeline from the scientist's benchtop directly to your product team's dashboard.

01

Capture at the bench.

Our zero-friction mobile copilot guides scientists through your protocols step-by-step. As they work, the app passively captures real-time execution data, dwell times, and customer voice queries ("Why is this cloudy?").

✓ Exact timing per step
✓ Voice-recorded deviations and pauses
✓ Step completion rate

02

Analyze in the platform.

Field data is aggregated and anonymized into interactive dashboards. Instantly spot step-level bottlenecks, track lot-to-lot quality variance, and monitor early-warning churn signatures across accounts.

✓ Protocol Success Rate tracking
✓ Weekly active experiments by SKU
✓ Competitor switching signals

03

Act on concrete data.

Stop guessing what goes wrong after the kit leaves your warehouse. Use hard telemetry to proactively update User Guides, deploy targeted field alerts, and resolve support tickets faster.

✓ Reduce overall support volume
✓ Inform next-gen R&D improvements
✓ Correlate bench-level metrics to net revenue retention

Why partner with Adept?

Make data-driven product improvements based on trustworthy real-world execution data collected at scale, while providing white-glove, real-time product support to every customer.

Today's Reality

✕ Support tickets are fragmented and incomplete.
✕ Field visits are infrequent, meaning you miss the majority of what actually happens at the bench.
✕ Feature priorities are based on best guesses rather than hard utilization data.

With Adept

✓ Structured failure data: Every protocol step generates actionable field data.
✓ Real-time signal: Surface product issues as they occur, not weeks or months later.
✓ Faster iteration: Go from months of guesswork to weeks of data-driven improvements.
✓ Confidence at scale: Consistent, automated customer support across your portfolio that scales.

The Metrics We Track

Protocol Success Rate

Granular quality intelligence segmented by SKU.

Real-Time Support Queries

Direct visibility into the customer experience at the bench.

At scale, this unlocks:

Accelerate R&D with real-world data so every experiment informs the next product cycle.
Competitive intelligence: Aggregated, anonymized telemetry surfaces workflow failure patterns across vendors.

Pilot Program

Elevate your product's execution.

Join forward-thinking manufacturers leveraging Adept to capture real-world utilization data.

Real-time product intelligence:
The AI lab assistant capturing real-world product performance
at the bench.