MS Teams

Get data work done in MS Teams

Mention @Paradime in a channel or message directly and get DinoAI pull analytics, handle data requests, fix broken pipelines, and build dbt™ models - all from MS Teams.

Start for Free Read the docs

DPData incidentsPostsFiles

Datadog5:32 AM

SEV-2 · Data incident #312

Bolt schedule daily_finance failed. stg_invoices could not find column currency.

Service: Finance Data
Commander: Tom Becker

View incidentResolve

Paradime5:33 AM

🦖 Self-healing enabled — starting healing session...

✓ Read the run logs · checked lineage · re-ran dbt build

Root cause: the billing export renamed currency to currency_code. Updated stg_invoices and the 3 models downstream of it. The build now passes: 14 of 14.

I never merge to your default branch. Review the pull request to ship the fix.

View PR

Tom Becker6:02 AM

Reviewed and merged. Resolving the incident.

👍3

How it works

DinoAI does your work in Teams

No IDE to open and nothing to install on your machine.

Mention @Paradime

Send a task to the Paradime bot in any channel. Use DM to get DinoAI to work for you in private.

DPAnalytics engineeringPostsFiles

Daniel Reyes9:18 AM

Paradime add descriptions to every model in models/finance that doesn't have one.

DinoAI works in the background

DinoAI picks up tasks in your workspace, with your repo and warehouse and you get status updates in MS Teams.

DPAnalytics engineeringPostsFiles

Paradime9:19 AM

⏳ Reading models/finance · 11 of 18 models documented

Threaded messaging

Configure DinoAI to respond to other apps as a threaded message like pick up a PagerDuty incident and respond in the thread.

DPAnalytics engineeringPostsFiles

Paradime9:27 AM

Documented 18 models in models/finance. Ready for review.

View PR

Use cases

What teams do in Teams

Real requests made by users across the organization

Backfill data docs

Ask DinoAI to write missing docs and tests in code and open a PR for review.

Prompt@Paradime add descriptions to every model in models/finance that doesn't have one.

DPAnalytics engineeringPostsFiles

Daniel Reyes9:18 AM

Paradime add descriptions to every model in models/finance that doesn't have one.

Paradime9:19 AM

✓ Read 18 models · wrote 18 descriptions · dbt parse passed

Documented 18 models in models/finance that had no description:

fct_invoices: model and 11 columns
dim_accounts: model and 7 columns
16 more in the pull request

View PR

Catch and fix issues

Ask DinoAI to check for problems in your dbt™ models and let you know whats broken.

Prompt@Paradime check our intermediate models and tell me if anything looks wrong.

DPData qualityPostsFiles

Aisha Khan11:02 AM

Paradime check our intermediate models and tell me if anything looks wrong.

Paradime11:08 AM

Checked 11 intermediate models. Two need a look:

int_subscriptions: 87 duplicate rows from a join that fans out
int_revenue_daily: no rows for Sep 14

The other 9 passed their tests.

Aisha Khan11:10 AM

Paradime fix the duplicates in int_subscriptions

Paradime11:16 AM

Fixed the join to stg_plans that was fanning out and added a unique test on subscription_id so it stays fixed.

View PR

Fix broken pipelines from Teams

Fix a broken pipeline in a single click directly in the same thread as the Teams alert.

TriggerClick Fix with DinoAI on the failure notification.

DPData alertsPostsFiles

Paradime Notifications6:15 AM

Bolt run failed · hourly_orders

dbt build failed: fct_orders hit a type mismatch on order_total.

Fix with DinoAIView logs

Paradime6:16 AM

🦖 Self-healing enabled — starting healing session...

The source now sends order_total as text. Cast it to numeric in stg_orders and re-ran the build: 12 of 12 passed.

View PR

Create tickets from Teams

DinoAI agent in Teams turns user's data requests into agent ready tickets with triage and root cause analysis.

PromptHi, could we see net revenue retention by plan in the board dashboard?

ParadimeChatAbout

3:40 PM

Hi, could we see net revenue retention by plan in the board dashboard?

Paradime3:40 PM

What decision or report does this enable, and what breaks if we don't do it?

3:41 PM

The monthly board pack. Finance rebuilds it in Excel every month.

Paradime3:41 PM

How soon do you need this? Is it blocking something, or more of a nice-to-have?

3:42 PM

Ahead of the board meeting on the 12th.

Paradime3:43 PM

Ready to file. Does this look right?

Request: Add net revenue retention by plan to the board dashboard
Used for: The monthly board pack, needed by the 12th
Touches: mart_subscriptions

ConfirmEdit

Weekly reports and analysis

Set up a background agent in Bolt to deliver weekly metrics or analysis reports.

Follow-up@Paradime is that lift coming from the new onboarding flow?

DPMetricsPostsFiles

Paradime8:30 AM

📈 WEEKLY METRICS PULSE :: week of Oct 5

Moved: Trial-to-paid conversion: 12.4% → 14.1% (+1.7 pts)
Stable: Weekly actives, new signups, MRR

Caveats: none

Mei Lin8:47 AM

Paradime is that lift coming from the new onboarding flow?

Paradime8:49 AM

Mostly. Accounts that went through the new onboarding converted at 17.8%; the rest held at 12.2%.

Features

Built for how your team works in Teams

Channels, chats and the controls an admin needs.

Channels and chats

Work in channels or DM

Use a channel when the team should see and build on what the agent is doing. Use a DM for personal or exploratory work. Either way, reply in the thread and the same session picks up with full context.

Channel mentions

One-to-one chats

Thread follow-ups

Workspace picker

See how sessions work

ParadimeChatAbout

1:05 PM

Hi Dino, are you around?

Paradime1:05 PM

I'm here, connected to workspace finance. Send me a task and I'll report back in this chat.

1:06 PM

Build a model that joins invoices and accounts on account_id.

Paradime1:06 PM

⏳ Reading stg_invoices and stg_accounts

In the thread

Threaded messaging

All agent responses and tool activity is reported as a threaded message so your Teams channels stay organized without clutter.

Analytics

View PR

Graphs

Connect Microsoft Teams

DPAnalytics engineeringPostsFiles

Paradime4:12 PM

⚠️ No agent environment connected

Connect a warehouse under Workspace Settings › Connections › DinoAI Background Agent Environment, then mention me again.

Aisha Khan4:20 PM

Paradime it's connected now. Can you retry?

Paradime4:21 PM

✓ Ran dbt build · 14 of 14 tests passed

Done. The lineage diagram for the change is in the pull request.

View PR

Customize and control

Tailor agent behavior

Customize your Teams agent to your needs and tailored how you want the agent to work and respond. Build this out as a git-tracked YAML for complete control.

Role, goal, backstory

Tool allowlist

.dinorules

Credit caps

Customize the agent

.dinoai/agents/dinoai-teams-bot.yml

name: dinoai-teams-bot   # this exact name makes it the Teams default
version: 1

role: >
  Finance analytics bot for the data team. You answer
  questions about our dbt™ project, data models, and
  pipeline runs directly in Microsoft Teams.

goal: >
  Give concise, accurate answers about models, lineage,
  and run status. Always post your final answer back to
  the Teams thread.

tools:
  mode: allowlist
  list:
    - read_file
    - search_files_and_directories
    - run_sql_query
    - get_column_level_lineage

Join industry leaders winning with DinoAI agents

Data engineers and analysts at the most AI-native startups and enterprises use Paradime's DinoAI agents everyday to become market leaders.

Start for free Talk to an engineer