Turn AI Chaos into Clarity

Built for Domain Experts and Product Decision Makers

Align AI Quality with Product Outcomes

Lumiflow AI is the transparency layer that turns unstructured AI artifacts into interpretable insights. Reduce complexity and cognitive load. Make product decisions with confidence.

Backed by investors with
extensive network and expertise.

MongoDB Ventures8VCVillage Global

Eval Tools Are for Engineers.
Lumiflow AI is for Product Teams.

Stop using engineering tools to make business decisions.
Integrate domain expertise in AI product workflows.

AI evaluation process

The Quality Core Loop

A workflow to evaluate AI Product Quality.
Navigate uncertainty, verify AI guidance, and build trust with stakeholders.

CODIFY

Integrate tacit expert knowledge and taste to define what good is.

AI Brain

COMPARE

Compare models, prompts, and iterations side-by-side.

Document Comparison

CONNECT

Connect evaluation signals to product, compliance, and revenue metrics.

Reports

COLLABORATE

Communicate effectively with non-technical stakeholders

Collaboration
Chart IconSolve the evaluation "Cold Start" problem
Translate unstructured product requirements and specs into verifiable criteria.

Convert qualitative goals into verifiable logic.

Connector
Chart IconExtract Rubric Aligned Structured Signals
Organize unstructured AI data.

Transform AI artifacts (e.g, raw prompts, responses, and traces) into interpretable, rubric-aligned signals.

Connector
Chart IconSide-by-Side: Visualize Key Signal Changes
Compare structured signals.

Visualize behavior for better interpretability.

Connector
Chart IconVerify & Refine
Human in the Loop.

Experts verify and calibrate evaluation criteria for scalable oversight.

Connector
Chart IconIntelligent Artifact Viewer
Review quality at Scale.
  • Zoom in with an intelligent viewer.
  • Zoom out for the bigger picture.
  • Accept, reject, or comment on AI-guidance.
  • 13x speed up in establishing ground truth.
Connector
Chart IconMetrics to Impact
Ensure you're measuring what matters.

Navigate and connect large amounts of data.

Connector
Chart IconCollaborate on shared standards
Audit-Ready Reporting.
  • Translate technical logs into business confidence.
  • Prove safety and compliance to regulators/execs.
  • Bridge the gap between Subject Matter Experts, PMs, Execs and Engineers.
  • Solve the information transfer loss between the stakeholders.
AI BrainDocument ComparisonReportsCollaboration

Make Confident AI Product Decisions

See how Lumiflow AI brings clarity to complex AI systems.

Confirmation illustration