THE LAB / AI AT WORK

AI software reviews.
Practical CRM workflows.

A closer look at the software behind your working day. Practical reviews, original test evidence, and the details that deserve a second look.

Explore the articles See how we test

AI meeting notes and CRM workflows for independent professionals and small teams.

FIELD NOTES / 001
FROM CONVERSATION TO ACTION

The details
make the difference.

Launch dateOct 1 Oct 8✓
Copy deadlineSep 14 Sep 16✓
Task owners2 issues found!
ONE SYNTHETIC CALL · FIREFLIES
Look past the summary.03:38 / EN
01 Start with a real task02 Keep the original evidence03 Show the limitations

Browse all eleven articles →

FRESH FROM THE LAB

Start with the evidence.

01 / MEETING NOTES
Fireflies.aiPILOT TEST
ORIGINAL TEST OUTPUT
Fireflies action items from our fictional conversation, with subscription-plan confirmation listed under Emma.
ONE CALL. EIGHT EXPECTED TASKS.06 SEP 2026

REVIEW / FIRST IMPRESSIONS

Fireflies AI Review: Notes & Actions in 2 Synthetic Tests

It preserved corrected dates and an unapproved budget. But ownership and missing deadlines needed another look. The review now includes a second synthetic recording, with restored dates but new contradictions.

8/8tasks mentioned
5/8fully correct*

*Across notes and action items in one synthetic test. Not an overall accuracy rating.

Read the pilot review

NEW / THREE CRMS, ONE SALES TASK

3 Best CRMs for SaaS: Pipedrive, HubSpot & Close Compared

We put Pipedrive, HubSpot and Close through the same fictional sales follow-up. See the original AI answers, task results and package boundaries.

Compare the SaaS CRMs →Close test workflow with one finished run, archived after creating the expected internal task.

NEW / PIPEDRIVE REVIEW

Pipedrive Review: AI Follow-Up, Automation & Costs

Our Pipedrive trial handled deal setup and an internal task rule. The AI recap still needed editing. See the original evidence, plan costs and a checklist for your own trial.

Read our Pipedrive review →

NEW / CLOSE CRM REVIEW

Close CRM Review: Chloe AI, Workflows & USD Costs

Our Close trial recovered the task owners and corrected dates. The email still needed a commercial check. Explore the original evidence, a working task rule and USD costs for one or five users.

Read our Close CRM review →

NEW / HUBSPOT FREE REVIEW

HubSpot CRM Review: Free Plan, Limits & Costs

Our HubSpot account linked the records and saved a task. The email and automation steps exposed setup and upgrade boundaries. See the original evidence and what to check before paying.

Read our HubSpot CRM review →

A LITTLE MORE CONTEXT

Useful software.
Visible evidence.

Choosing a tool gets easier when you can see what happened in a test. We keep the input, inspect the output, and explain where our experience stops.

Inside our testing process
01

The task comes first.

Our first scenario asks a meeting assistant to preserve decisions, owners, and deadlines.

02

The misses stay in.

Original screenshots show both useful results and details that need correction.

03

Small tests get small claims.

Two synthetic recordings are a starting point. Live conversations and repeated runs come next.

NEW / COST GUIDE

Fireflies AI Pricing: Plans, Credits & Team Costs

Compare monthly and annual billing, check free-plan limits, and calculate the base cost for your seats.

Explore Fireflies pricing and team costs →

WORKFLOW / READY TO ADAPT

Meeting Follow-Up Email: Template, Prompt & Example

See the tested prompt, the original draft and our checked rewrite, then use the email template.

Open the meeting follow-up template →

WORKFLOW / TRACK THE NEXT STEPS

Meeting Action Items Template: Free CSV & Worked Example

Copy an action tracker, download the CSV, and learn from eight checked tasks in our fictional client meeting.

Get the meeting action items template →
ON THE WORKBENCH

Next: the same kind of checks,
with two real voices.

NEW / CRM COMPARISON

Pipedrive vs HubSpot: AI Follow-Up, Automation & USD Costs

Compare our original AI email and task results, check the USD cost for one or five users, and copy a scorecard for your own trial.

Read Pipedrive vs HubSpot →

NEW / A PRACTICAL SALES WORKFLOW

Meeting Notes to CRM: Template, Tasks & Follow-Up

Turn meeting notes into a checked CRM note, a saved task and a follow-up draft. Copy the reusable template and inspect the original test evidence.

Follow the meeting notes to CRM workflow →

WORKFLOW / RECORD THE DECISIONS

Meeting Minutes Template: Free Copy, Example & AI Checks

Copy a free template, see a fictional meeting record and check the details in an AI draft.

Get the meeting minutes template →