Bridge
Bridge vs Julius AI

Julius answers your questions about your files. Bridge answers your customer's, on your live API.

Custom fields, dashboards, exports. Handled in chat by your CSM, on your API. No file to upload.

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Free for 14 days on one of your customers. No card.

At a glance
Julius AIBridge
Whose question
Yours, about data you uploaded
Your customer's, through your CSM
Where the data lives
Files and datasets you upload
Your live API, nothing uploaded
Who it's for
An analyst exploring their own data
Your customer, scoped to their account
Per-customer scoping
You manage what you upload
Inherited from your API auth
Custom fields
Computed on the uploaded dataset
Calculated live on every record
Delivery
A chat answer or chart for you
A white-labeled link, in the customer's conversation
6 of 12 differences shownSee all

Why choose Bridge over Julius AI.

Julius answers your own questions about data you upload. Bridge sits on your API and handles a customer's ask, scoped to that customer, in chat.

01Workflow

Your customer's ask, not your own analysis.

Julius is where an analyst uploads a file and asks about it. Bridge sits on your API. The CSM types the customer's ask in chat, Bridge builds the view scoped to that customer, the white-labeled link goes back in the same conversation. No upload, no data team.

See the full comparison
bridge_chat
live
Show every load 24h+ late, by carrier and lane.
calling /shipments · grouping by carrier · building view
late-loads.bridge.link/acme
shared
Sent back in the same conversation. No ticket opened.
02The data path

Live on your API, not a static upload.

Julius analyzes the snapshot you upload, as of upload time. Bridge reads your live API every time, so the answer reflects the customer's data right now. Nothing is uploaded and nothing is handed to a third party to hold.

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late_loads_view
shared
loads late
42
carriers
7
avg delay
31h
late by lane
03Per-customer scoping

Scoped by your API, not by what you uploaded.

In Julius, scope is whatever file you chose to upload. In Bridge, scope is inherited from your API auth: each customer sees only their own data, every time, with no manual filtering. The link your CSM shares is white-labeled to your brand.

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contacts
calculated
ContactActivity 90dchampion_strength
Acme Corp142 events92High
Globex88 events64Med
Initech31 events27Low
calculated live · no schema change
04Custom exports

In their format, in the conversation.

Bridge writes a CSV in the shape your customer asked for, with custom and calculated columns included, and returns it as a link in the customer's chat. Saved as a view they can re-run. Their format becomes the default, not yours.

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export.csv
custom format
invoicedays_overduepriority_score
INV-204161High
INV-203834Med
INV-210212Low
custom + calculated columnsdownload

Where they actually differ.

The capabilities that decide which tool fits the ask in front of you.

Julius AI
Bridge
Answers your customer's question, scoped to their account
Julius AI: no
Bridge: yes
Reads your live API, current every time
Julius AI: no
Bridge: yes
No file upload, no data handed to a third party
Julius AI: no
Bridge: yes
Per-customer scoping from your API auth
Julius AI: no
Bridge: yes
Shared as a white-labeled link to your customer
Julius AI: no
Bridge: yes
Lands in the customer's conversation, not your chat
Julius AI: no
Bridge: yes
Custom fields calculated live on every record
Julius AI: no
Bridge: yes
Custom exports in the customer's format
Julius AI: no
Bridge: yes
Built for your CSM to deliver to a customer
Julius AI: no
Bridge: yes
Ad-hoc analysis of arbitrary uploaded files
Julius AI: yes
Bridge: no
Broad file-format support for uploads
Julius AI: yes
Bridge: no
Fast exploratory analysis and charting for an analyst
Julius AI: yes
Bridge: no
Choice of underlying AI model
Julius AI: yes
Bridge: no
Verified June 2026julius.ai/pricing

Should you choose Bridge or Julius AI?

Bridge sits on your API and handles a customer's ask, scoped to that customer, in chat. Julius answers your own questions about data you upload. They cover different jobs.

Best for most teams

Choose Bridge

  • Custom dashboards
    The one your customer asked for once, built in chat and scoped to them.
  • Custom fields
    Calculated across every record, live on your API, with nothing uploaded.
  • Custom exports
    A CSV in the customer's format, returned as a link in their conversation.
  • One-off asks
    A customer's question, scoped to their account, handled in minutes by your CSM.
Start a free pilot

14-day pilot. One customer. No card.

Different job

Choose Julius AI only if

  • You want to analyze data you upload yourself, not a customer's live data.
  • You need broad file-format support for ad-hoc datasets.
  • The job is fast exploratory analysis and charting for an analyst.
  • You want to choose from several underlying AI models.

Still deciding which tool fits the ask?

If you want to analyze data you upload yourself, that is Julius. If you want a customer's ask handled on your live API and returned in chat, that is Bridge.

Start a free pilot
  • 14-day pilot on one customer
  • No card to start
  • Keep Julius for your own analysis

The questions we get most.

Yes. They cover different jobs, so you can run both. Julius for analyzing data you upload yourself. Bridge for handling a customer's one-off ask against your live API, scoped to that customer.

Julius answers your own questions about files you upload. Bridge answers your customer's question against your live API, scoped to that customer by your API's permissions, and returns a white-labeled link in the customer conversation. No file upload, no data handed to a third party, per-customer scoping built in.

No. Julius works on datasets you upload. Bridge reads only what your API exposes, authenticated per session. Nothing is uploaded and nothing is handed to a third party to hold.

No. Ad-hoc analysis of arbitrary files you upload is Julius's job, and it supports a broad range of file formats. Bridge does not take file uploads. It answers a scoped customer ask against your live API. If you want to explore an uploaded dataset, use Julius. It is a strong tool for that.

No. Julius lets you choose from several underlying models. Bridge runs one tuned setup for one job: turning a customer's ask into a scoped view on your API. If model choice matters for your own analysis, that is a reason to keep Julius.

Julius has a free tier with daily credits, then individual plans at $20/month (Plus), $45 (Pro), $200 (Max), and $500 (Ultra), plus team plans at $450/month (Business, 10 seats) and $750 (Growth). Bridge is $199/month for up to 5 connected customers, with unlimited CS seats. Past 5, pricing moves to enterprise and we size it with you. The pilot is free for 14 days, no card. Different models. See the Bridge pricing page for detail.

Only what your API exposes. Queries are authenticated per session and scoped per customer. Per-customer activity logs are on by default. We do not train models on your data.

Still on the fence?Book 20 minutes with the founder

Start answering your customer's ask on live data, not an upload.

14 days. One customer. Free. Then $199/month for up to five connected customers, enterprise past that.

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