AI Data Analyst in Claude
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AI Data Analyst in Claude
Ask business questions in natural language and get metric-aware answers from your source of truth.
Fractional analytics and BI for SaaS and e-commerce teams
Ask your data anything. Get answers you can actually trust.
HelpWithMetrics gives your team an AI data analyst powered by a governed semantic layer, so every number maps to an agreed-upon metric definition instead of a raw-table guess.
AI data analystSemantic layer verified
You
What was our MRR growth last quarter?
AI
MRR grew 18.4% quarter over quarter, driven by expansion revenue and lower churn in enterprise accounts.
DefinitionMRR = active subscriptions + expansion - contraction - churn
Product demo
Plain-English questions turn into governed answers and clean visuals.
AI Data Analyst Visualization
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AI Data Analyst Visualization
Move from answer to chart without waiting days for a reporting queue.
How it works
We set up the system, run it, and leave you owning the whole stack.
Connect data and define the truth
We connect your sources, organize your warehouse, and build the semantic layer that governs every metric.
Ask questions in plain English
Your team asks what they need to know. The analyst responds with answers grounded in governed definitions.
Own the dashboards and answers
You get dashboards, visualizations, pipelines, and accounts you own. Your data, your tools, your access.
Outcomes
Data-team leverage without the data-team payroll.
Skip the months-long search for a full-time analytics hire and get senior BI execution running now.
Founders and operators get fast answers without waiting for a reporting request to make it through the queue.
Scale support includes dashboards in the BI tool your team already uses.
You keep the source data, warehouse, BI tool account, semantic model, and finished dashboards.
Book a call
Talk through your analytics setup with us.
Results
“HelpWithMetrics ramped up quickly and delivered consistently from day one. They handled our BI migration end to end, saving us thousands. Their sharp grasp of SaaS metrics led to some better calculation methods than our original approach. Compared with freelancers or full-time data hires, they were faster, more affordable, and gave me peace of mind.”Read the Uprise customer story
Pricing
Choose the level of analytics support your team needs.
Core
For lean teams that need a trusted analytics foundation without hiring a full-time data person.
$3,000/month
1 active request at a time
- AI data analyst powered by your semantic layer
- Semantic layer setup and maintenance
- Core metric definitions
- Monthly reporting and dashboard updates
- Async Slack support
- Biweekly check-in
- Most requests completed within 3-5 business days
Growth
For teams that want the AI analyst plus ongoing analytics execution.
$5,000/month
2 active requests at a time
- Everything in Core
- Data pipeline setup and management
- Weekly check-in
- Most requests completed within 2-3 business days
Scale
For teams that need more capacity, faster cycles, and support inside their reporting stack.
$7,000/month
3 active requests at a time
- Everything in Growth
- Dashboards in the BI tool your team already uses
- Priority turnaround: most requests completed within 1-2 business days
- Monthly Health check
- Executive reporting QA
Month-to-month.Pause or cancel anytime.
FAQ
Operationally clear. Technically grounded.
How does it work?
We start by understanding your business, data sources, and reporting goals. Then we set up the pipelines, semantic layer, dashboards, and AI analyst workflow so your team can get reliable answers quickly.
Will the AI make up numbers or hallucinate?
The AI is constrained by your semantic layer. It does not invent metric logic from raw tables; it resolves questions through governed definitions that can be checked and maintained.
How is this different from just using ChatGPT on my database?
Raw database access gives AI table names and columns, not business meaning. HelpWithMetrics builds the semantic layer first, so the analyst knows what revenue, churn, active customer, CAC, LTV, and other metrics actually mean for your company.
What is a semantic layer and why does it matter?
It is the governed source of truth for your metric definitions, relationships, filters, and business logic. It matters because the same question should return the same answer across AI, dashboards, and the BI tool your team already uses.
Is my data secure and private?
You own the accounts and control access. We work inside the tools you approve, follow least-access practices, and keep your data in your infrastructure wherever possible.
Do I own my data?
Yes. You own your data and store it in the warehouse or source system you control. We can recommend BigQuery or work with your existing warehouse, then join as an invited user.
Who owns the tools that power my reporting?
You do. You create the accounts, manage billing and access, and keep everything if you pause or cancel.
What does the Monthly Health check look for?
- Source data changes: new fields, renamed fields, changed statuses, or missing data.
- Product changes: new events, removed events, or changed tracking behavior.
- Unusual metric movements: sudden spikes or drops that may be logic issues, not real business changes.
- Reporting risk before leadership use: numbers that need review before investor, board, or executive reporting.
- Filter issues: test users, internal users, and cancelled or paused accounts included incorrectly.
- Query speed issues and performance optimization opportunities.
- Potential cost optimizations across the tools used for your analytics setup.
What data sources do you work with?
We work with databases, cloud warehouses, Google Analytics, Google Ads, Google Sheets, Facebook Ads, TikTok Ads, Shopify, Stripe, Salesforce, HubSpot, Klaviyo, Intercom, Zendesk, and many more. Stitch, Fivetran, Supermetrics, and dbt are all workable options.
How can I submit requests?
We create a shared Trello board or use your preferred task system. You add requests, we prioritize together, and you get notified as work ships.
Can I manage my subscription?
Yes. You can pause or cancel anytime.
My data source, warehouse, or BI tool is not listed. Can you still help?
Email contact@helpwithmetrics.com and we will let you know within one business day whether we can support it.
Book a call