Is there an AI that knows why we made past decisions? Yes. Enhanciar keeps a decision memory: it reads your Slack, Gmail, Google Drive, Notion, Confluence, Jira, Linear and GitHub, records what was decided, who decided it and where, and answers “why did we decide that?” with links to the exact thread, email, doc or pull request. If it can’t find the reason, it says so and can ask the most likely teammate in Slack.
Guide
An AI that knows why your team made past decisions
“Why did we pick Postgres?” “Who agreed to give Acme 60-day terms?” “Why is the retry limit 2?” The decision happened in a Slack thread, a meeting note or a PR review months ago. Here is how to get it back.
Why decisions get lost
Decisions are rarely made in a document. They are made in a Slack thread that ends with “ok let’s do that”, in a meeting whose notes nobody reads, in a PR review comment, or in an email to a customer. Six months later the people involved have moved on, and the new person repeats the debate or undoes the decision.
Four ways to answer “why did we decide that?”
| Approach | Cost | Effort | Shows the source |
|---|---|---|---|
| Decision records (ADRs) or a decision log in Notion/Confluence | Reliable when people write them | High: someone has to write each one | Only what was written down |
| Searching Slack, email and PRs by hand | Free | High: you need to know where to look | Whatever you find |
| Asking whoever was there | Fast if they are still around | Interrupts a teammate | None |
| Enhanciar decision memory | Reads the threads, emails, docs, tickets and PRs you already have | Low: ask in plain English | Links to the exact message, doc paragraph, ticket or PR |
How Enhanciar’s decision memory works
- It reads where decisions happen. Slack threads, emails, meeting notes and transcripts you upload, docs, Jira and Linear tickets, and GitHub pull requests and reviews.
- It records the decision with its context: what was decided, why, who decided it, and the thread it came from.
- You ask in plain English: “why did we drop the annual plan?” The answer cites each source, so you can open the thread and read it yourself.
- It flags conflicts. If a later message reversed the decision, or two docs disagree, it says so instead of merging them.
- When it doesn’t know, it names the teammate most likely to know, can ask them in Slack, and files the reply so nobody asks twice.
- Then the follow-up. “Write the decision up in Notion” or “post it to #product”: the draft waits in an Actions queue until a person approves it.
For code: why is this line like this?
For engineering decisions, Enhanciar connects the line of code to the PR, the review thread and the ticket behind it, and answers “what breaks if I change this?”. The manual method is in Why is this code like this?
Tools
Tools that answer from your team’s history.
| Enhanciar | Notion AI | Slite | Glean | |
|---|---|---|---|---|
| Price | Solo $24/mo; Team $100/mo flat, up to 10 people; Enterprise custom; plus your AI key at cost | $20/member/mo yearly, $24 monthly (Business); Enterprise custom | $10 / $20 per user/mo (yearly); Enterprise custom | Not public / contact sales |
| Connectors | GitHub, Slack, Gmail, Drive, Calendar, Notion, Confluence, Jira, Linear, Zendesk, Postgres/MySQL, websites, files | Slack, Teams, Drive, SharePoint, Jira (beta), GitHub, Linear, Gmail, Outlook, Calendar | Slack, Drive, Confluence, Jira, Linear, GitHub, Zendesk, Notion and more; no Gmail/Calendar | 275+ |
| Answers cite sources | Yes, every answer links its sources | Yes | Yes | References sources |
| Drafts follow-ups for approval | Yes, you approve first (Gmail draft, Jira/Linear ticket, Notion page, Slack post, calendar event, Zendesk note, GitHub issue) | Notion Agent, asks before sending | Doc changes for approval | Agents act in tools; approvals set by admins |
| Reviews pull requests | Yes, on repos you turn it on for | Not stated | Not stated | Yes (PR review agent) |
| MCP | Yes, MCP server | Yes | Yes | Yes |
| Bring your own AI key | Yes, required (Gemini, OpenAI, Anthropic) | No | Not stated | Yes (Customer Key) |
| Hosting | Hosted (Google Cloud, data in India); no self-host | Hosted; EU residency on Enterprise | Hosted; EU | Glean cloud or your own GCP/AWS |
| Setup | Self-serve, same day | Self-serve; first sync up to 36 h | Self-serve | Sales-led |
Competitor details from each vendor’s own pages, checked October 2026 (links in Sources); summarised, not quoted. A dash or “not stated” means the pages we checked don’t describe it, not that it is missing.
Then hand it the follow-up
Ask it anything. Hand it the follow-up.
After the answer, say what you need. It drafts the work and waits in your Actions queue for a person to approve.
Review this PR
Turn these notes into Linear tickets
Draft the reply to Acme
Add it to the calendar
Write the decision up in Notion
Post the summary to #product
Orange dot: waits for your approval. Teal dot: pull-request review posts on its own, only on repos where you turn it on.
FAQ
Things people ask.
Is there an AI tool that remembers why we made decisions?
Yes. Enhanciar keeps a decision memory from your Slack, email, docs, tickets and GitHub: what was decided, who decided and where, and it answers with links to the exact thread or PR.
How is this different from writing ADRs or a decision log?
Decision records only hold what someone wrote down. Enhanciar reads the conversations where decisions actually happened, so it also finds the ones nobody recorded, and it can write the decision up as a Notion page after you approve it.
What if the reason was never written anywhere?
Enhanciar says it doesn’t know rather than guessing, names the teammate most likely to know, and can ask them in Slack; their reply is saved with a citation.
What if a decision was later reversed?
Enhanciar flags when sources disagree, for example an older policy and a newer one, instead of silently merging them.
How much does Enhanciar cost?
Solo is $24 a month and Team is $100 a month for up to 10 people (one flat price, not per seat), billed monthly; Enterprise is custom. Every plan is paid, and you bring your own Gemini, OpenAI or Anthropic key and pay that provider directly; Enhanciar adds $0 on AI usage.
Sources (checked October 2026)
Competitor facts come from each vendor’s own pages, checked October 2026. Prices and plans change, so check the linked page before you buy. Where a figure isn’t public we say “not public / contact sales”. Written by the Enhanciar team; if something here is out of date, email us and we’ll fix it.
See it
Ask why. Get the thread it was decided in.
Paid plans from $24 a month, flat, not per seat. Bring your own AI key, connect your first source and ask.