Sigma vs Claude with connectors

Access isn’t the same as answers.

Connectors let Claude read your tools one at a time. Sigma joins, cleans and certifies the data across all of them, so every answer starts from the same numbers.

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Same question, two answers

Ask it twice. See the difference.

Both were asked the same thing. One reads the tools live. The other answers from data that’s already been matched and checked.

Claude + connectors

You asked

What was gross margin by region last quarter?

Claude

I pulled revenue from the ERP and costs from the GL. The ERP and the CRM name regions differently (“SE” vs “South East”), so I’ve assumed they match.

Overall: roughly 31%. Southeast: somewhere between 26% and 29%, depending on how the regions map.

Assumed, not verified

No sources cited

Sigma

You asked

What was gross margin by region last quarter?

Sigma

31.4% overall. Regions follow your finance team’s definitions, with ERP and CRM customers matched to one list first.

Northeast

34.2%

Midwest

31.0%

Southeast

27.8%

Certified

Cites GL · ERP regions · CRM accounts

The short answer

Connectors read your tools. Sigma reconciles them.

Claude with connectors (MCP) can read your systems live, but each conversation starts from raw, disconnected sources. Sigma builds and maintains a unified data layer across those systems: it matches records, applies your business rules, and marks every answer as certified or provisional, with its sources.

Claude with connectors
Sigma

Reads your systems

Yes, live, per conversation

Yes, continuously synced

Joins data across systems

Each time, inside the chat

Once, maintained automatically

Mismatched records (SKUs, customers, regions)

Best effort in context

Matched and kept consistent

Your business rules

Re-explained in prompts

Stored and applied every time

Answer status

Not stated

Certified, provisional or blocked, with sources

When it doesn’t know

Makes an assumption

Opens a question for your team

Builds on past work

Starts fresh each time

Reuses what it has already built

Answers business users can trust

Depends on the team

Certified, with sources

Reads your systems

Claude with connectors

Yes, live, per conversation

Sigma

Yes, continuously synced

Joins data across systems

Claude with connectors

Each time, inside the chat

Sigma

Once, maintained automatically

Mismatched records (SKUs, customers, regions)

Claude with connectors

Best effort in context

Sigma

Matched and kept consistent

Your business rules

Claude with connectors

Re-explained in prompts

Sigma

Stored and applied every time

Answer status

Claude with connectors

Not stated

Sigma

Certified, provisional or blocked, with sources

When it doesn’t know

Claude with connectors

Makes an assumption

Sigma

Opens a question for your team

Builds on past work

Claude with connectors

Starts fresh each time

Sigma

Reuses what it has already built

When to use which

Use the right tool for the question.

When Claude with connectors is enough

Quick lookups in one system, drafting, summarizing a doc, or a one-off question where a rough answer is fine.

When Claude with connectors is enough

Quick lookups in one system, drafting, summarizing a doc, or a one-off question where a rough answer is fine.

When you want Sigma

Numbers that span several systems, answers other people will act on, and workflows that run every week.

When you want Sigma

Numbers that span several systems, answers other people will act on, and workflows that run every week.

FAQ

Questions, answered.

Does Sigma replace Claude?

No. Sigma is the data layer behind your answers. Keep using Claude for everything else.

Is my data used to train models?

No. Customer data is never used to train public models.

Let’s get that project off the ground.

Have a data project you’ve been meaning to tackle but haven’t had the time or engineering resources? We’d love to hear what you’re working on.

Σ
Sigma
What drove margin last quarter?

Small jobs at two branches, where labor ran over estimate.

Certified

Cites job records · invoices

Let’s get that project off the ground.

Have a data project you’ve been meaning to tackle but haven’t had the time or engineering resources? We’d love to hear what you’re working on.

Σ
Sigma
What drove margin last quarter?

Small jobs at two branches, where labor ran over estimate.

Certified

Cites job records · invoices