New: AutoAnalytica insights API

Turning data into unfair advantage

MedallionIQ automates the boring and amplifies human judgement. Deploy production-grade AI that actually gets people — secure, observable, and fast.

SOC2-readyHuman-in-the-loop40+ integrations

Live signal — Ops efficiency

AutoAnalytica

Manual time-72%

Error rate-41%

ROI3.8×

Trusted by teams who move fast

Nova Labs

HelixCloud

Kronos AI

AtlasWorks

DataForge

OrionOps

VectorNine

QuantaBase

Nova Labs

HelixCloud

Kronos AI

AtlasWorks

DataForge

OrionOps

VectorNine

QuantaBase

What makes us different

We combine ruthless automation with a human-first interface, so you keep the judgement and lose the drudgery.

Automate the boring

Eliminate repetitive work with reliable agents that actually ship outcomes.

Governed by design

Fine-grained controls, observability, and audit trails built in.

Human-in-the-loop

Escalation paths and approvals keep humans in charge.

Integrations that stick

Drop-in connectors for your stack: data, comms, ops, and more.

AutoAnalytica

Meet the signal engine

AutoAnalytica turns messy operational data into prioritized actions. It pairs deterministic pipelines with adaptive models so your teams see what matters, when it matters.

Realtime anomaly detection & root-cause hints
Human feedback loops for continuous improvement
APIs, webhooks, and embeddable components

Dashboard → Ops

Live

Cycle efficiency

+38%

Alert fatigue

−62%

Consolidated alerts with root-cause summarization reduce noise dramatically.

Top actionsPriority

Re-train returns modelHigh

Reroute tickets to L2Medium

Backfill May anomalyLow

Where it shines

Plug MedallionIQ into ops, GTM, and support — anywhere repetitive decisions slow teams down.

Use case

RevOps automation

Lead scoring, routing, and forecasting that updates itself.

Use case

Support deflection

Agentic triage, summaries, and suggested resolutions.

Use case

Risk & quality

Real-time checks with human approval gates.

Use case

Dataops orchestration

From anomaly to action with contextual playbooks.

Questions, answered

We support cloud and VPC deployments. Bring your own LLMs or use our managed models with strict privacy controls.

Ready to build your unfair advantage?

Talk to us about your stack and we’ll show you where automation moves the needle fastest.