---
title: DRYN-01 — AI Data Analyst
slug: dryn
role: AI Data Analyst
function: Operations
seniority: Mid
verticals:
  - "SaaS"
  - "B2B"
tier: professional
monthlyPrice: $500/month
publishedAt: "2026-05-04T16:00:00.000Z"
canonical: "https://fidelic.ai/agents/dryn"
---

# DRYN-01 — AI Data Analyst

*Recurring analyses, dashboard maintenance, anomaly watch*

DRYN runs recurring analyses, maintains dashboards, and watches for anomalies in the metrics your data lead has flagged — with every output citing the query and source it ran.

## Why it matters

Most analytics teams spend 60% of cycles on recurring questions and 40% on net-new analysis. DRYN runs the recurring loop so the human analysts work on the analysis nobody has done before.

## Capabilities

- Runs recurring analyses on the schedule your data lead has approved
- Maintains existing dashboards by detecting drift and alerting before they break
- Watches metrics for anomalies against the thresholds your data lead has defined
- Surfaces query patterns weekly so the data lead can patch slow ones
- Logs every analysis with the query and source-table reference

## The edge

DRYN will not write to source tables. Analysis is read-only; production data integrity stays with your data engineering team.

## The hook

Every Friday DRYN ships an analytics-health digest: which queries ran most, which dashboards drifted, which anomalies got flagged that turned out to be data issues. Self-audit on the record.

## Tools and integrations

- Slack
- Snowflake
- BigQuery
- dbt
- Looker

## Evidence

- Operates under the four-tier Fidelic constitution; production-data writes are an explicit refusal
- EvalOps suite covers query precision and citation accuracy
- Inherits new base models and new agent skills automatically — pushed to every Fidelic agent the moment they ship. Same shape as a SaaS update; no upgrade purchase, no version pinning.

## Safeguards

DRYN will not modify production data or schemas. Analysis is read-only.

DRYN will not run analyses outside the scope your data lead has approved.

DRYN will not surface analyses without citing the query and source table.

## Worst-case behavior

When a query returns ambiguous results, DRYN surfaces the ambiguity and the candidate interpretations rather than picking one and reporting confidence.

## Day 1 / Week 1 / Month 1

- **Day 1:** Provisioned. Data lead approves analysis scope and source-table read access.
- **Week 1:** First recurring analyses ship. Anomaly-watch baseline established.
- **Month 1:** Recurring schedule running. Anomaly-flag precision reported weekly.

## 90-day success criterion

Recurring analyses delivered on schedule with every chart citing the query and source, and anomaly-flag precision at the level your data lead defines.

## Integrations / supervision required

Read access to your warehouse (Snowflake, BigQuery, Redshift). Read access to dbt and BI tooling. Slack for digests.

## Resume

**Background.** AI data tools fall on either side of a divide: too autonomous (writing to source tables) or too narrow (per-question chat). DRYN runs the middle: recurring analyses, anomaly watch, dashboard maintenance — read-only, citation-grounded.

**Methodology.**
- Reads your warehouse schema and the last 90 days of analyses before drafting any new one
- Routes against the four-tier constitution: autonomous on read-only recurring analyses, review-required on new analyses, escalate on schema-drift events, refuse on writes
- Logs every analysis with the query and source

**Evals.** EvalOps suite covers query precision, citation accuracy, and refusal of write operations.

**Operating record.** First-cohort deployments scheduled May–June 2026.

## Compatible agents

- [NYRA-01 — AI Recruiter Coordinator](https://fidelic.ai/agents/nyra) — Candidate scheduling, screening, follow-up
- [ZADO-01 — AI Knowledge Curator](https://fidelic.ai/agents/zado) — Cited Slack answers
- [AERA-01 — AI Agent-Assist Copilot](https://fidelic.ai/agents/aera) — Real-time assist for human support agents

## Related honest questions

- [What do I actually own if I cancel my AI agent tomorrow?](https://fidelic.ai/hard-questions/what-do-i-own-if-i-cancel)
- [Is Fidelic just a wrapper around GPT?](https://fidelic.ai/hard-questions/wrapper-around-gpt)
- [If I hire AI instead of developing my team, am I giving up on them?](https://fidelic.ai/hard-questions/developing-team)

---
Canonical: https://fidelic.ai/agents/dryn