Power Automate AI integration with persistent memory

Ditto remembers what happens around your flows and their approvals, in Outlook, Teams, SharePoint and your other apps. Ask why an approval stalled and get the answer, with its sources.

Free plan, no card needed. See pricing for prepaid usage plans.

What forgetting costs your team

Decisions get lost

A flow run shows an approval was rejected. The reason sits in Teams.

Context is scattered

Run history holds the error. Outlook, Teams and SharePoint hold the rest.

Everyone re-explains

Each stuck approval starts with the flow's purpose, retold. So does every AI chat.

Follow-ups slip

Approvals wait in someone's inbox until a supplier chases.

Ditto remembers, finds and acts across your apps

Why is the Norland invoice stuck?
It went to the old approver. It's also over the PO.
ApprovalCost centresAnna

Remembers what happened around every flow run

Failed runs, stuck approvals and the messages around them, linked to the supplier or request each one touched. Ask weeks later and get the answer.

Ditto found in

+ many more apps

Connects Power Automate to every app you use

Outlook, Teams, SharePoint, Excel and many more feed one memory, next to your flows. Ask about a supplier once and Ditto checks them all.

Agent jobReview and approve

Send the Norland Freight approval to the new Leeds owner, fix the flow's approver and draft the reply to Norland.

Approve & runCancel

Does the follow-up, when you approve

Resends the approval, drafts the supplier reply and fixes the flow, then waits for your OK. Set routine Power Automate checks to run on a schedule.

Modelgpt 6 sol ✓ClaudeGeminiYour own key
Same memory in ClaudeSlack ◐ Memory on

Keeps your memory on any model and in any AI tool

Use a low-cost model for the Friday approvals check and failed-flow lists, or connect Claude and Cursor over MCP. Ditto brings the same context every time.

When to use Ditto with Power Automate

Ditto is for teams whose work spans several apps and several people. If the answer about a flow lives in its run history and somewhere else, Ditto keeps it in one shared memory: a second brain the whole team can ask.

How it works

Three steps, then it keeps working in the background.

1

Connect Power Automate and your apps

Connect Power Automate from the Ditto app with your Microsoft work account. It starts read-only, and nothing is added to your flows.

2

Ditto builds one memory

Flows, runs, approvals, people and decisions from every app, linked and kept current.

3

Ask in Ditto, Slack or your AI tools

Use the Ditto app, ask in Slack, or connect Claude and Cursor. It answers with sources and acts in Power Automate.

Ditto vs Power Automate AI and other Power Automate integrations

Copilot builds flows from a description, AI Builder adds models and prompts to flows, and Copilot Studio agents call flows as tools. Microsoft's FlowAgent plugin lets Claude Code and GitHub Copilot CLI build and debug flows. Zapier, Make and n8n are alternatives to Power Automate. Ditto works alongside your flows, keeps one memory across Power Automate and every app you connect, and acts in them.

Capability Ditto Power Automate's own AICopilot, AI Builder, Copilot StudioChatGPT or Claude + Power AutomateFlowAgent plugin, FlowStudio MCPAutomation toolsZapier, Make, n8nAI agentsIn Slack and Teams
Remembers across sessions, models and tools
i

Ask weeks later, on a different model or from Claude, and what your flows did is still there.

✓Full–Partial–Partial✗None–Partial
Remembers why an approval stalled, and who decided
i

Run history shows that an approval is pending or rejected. Ditto links the Teams chat or email that explains it.

✓Full✗None–Partial✗None–Partial
One memory across Power Automate and every app you connect
i

What Ditto learns from a flow run is there when you ask from Outlook, Slack or a coding agent, and the other way round.

✓Full–Partial–Partial✗None–Partial
Answers one question from Power Automate and your other apps
i

Checks the run, the email and the chat at once, while an AI Builder prompt works only from the inputs earlier flow steps pass in.

✓Full–Partial–Partial✗None–Partial
Acts in Power Automate and your other apps from one request
i

One request resubmits the failed run, drafts the supplier email and posts the update to your finance channel.

✓Full–Partial–Partial–Partial✓Full
Runs on a schedule
i

A Friday digest of stuck approvals. Scheduled flows need someone to build them first; Ditto sets up a scheduled task from a plain request.

✓Full✓Full–Partial✓Full✓Full
Built into Power Automate, nothing to install
i

Copilot is already in the Power Automate designer. Ditto connects to Power Automate from the Ditto app.

✗None✓Full–Partial✗None✗None
The same memory in ChatGPT, Claude, Cursor and your other AI tools
i

Microsoft's FlowAgent plugin gives Claude Code access to your flows, but each AI tool keeps its own memory.

✓Full✗None–Partial–Partial✗None
Pick the model for each task, or bring your own key
i

Choose the model for each job from any provider, or use your own API key.

✓Full–Partial–Partial✓Full✗None
Read-only until you turn on writing
i

Ditto can read your flows and runs before it can change anything. Turn on writing for Power Automate when you're ready.

✓Full–Partial–Partial–Partial–Partial
See, edit and export what it remembers
i

Open what Ditto remembers about a flow or a supplier, correct it, export it or delete it.

✓Full–Partial–Partial✗None✗None
✓ Full– Partial✗ None

Power Automate and every app your team uses, in one place

Power Automate connects these apps one flow at a time. Ditto brings them into one memory, next to your flows, so you ask in one place instead of checking each app.

  • Power Automate
  • Outlook
  • Microsoft Teams
  • SharePoint
  • Excel
  • Slack
  • Gmail
  • Salesforce
  • HubSpot
  • Zendesk
  • Freshdesk
  • Jira
  • Confluence
  • Asana
  • monday.com
  • Trello
  • Notion
  • Google Sheets
  • Xero
  • QuickBooks
  • Stripe
  • GitHub
  • Claude
  • WhatsApp
  • Telegram
  • Discord
  • Zoom
  • Google Meet
  • Google Calendar
  • Google Drive
  • Word
  • OneDrive
  • Dropbox
  • Obsidian
  • Pipedrive
  • Intercom
  • Mailchimp
  • PayPal
  • Square
  • Shopify
  • WooCommerce
  • WordPress
  • And more

Start free, then pick a plan

Your plan covers capacity and features. Credits pay for variable usage across AI, voice, tool actions and storage beyond your included allowance.

New plan preview. Rollout is in progress; check the offers available in your account before purchasing.

Free

$0 No card needed

Explore Ditto with no card needed.

1B starting credits; earn up to 4B1 GB included storage5 saved workflows · 1 active

Plan includes:

  • 2 spaces
  • Chat in Ditto
  • Ditto Review · one at a time
  • Auto model selection
Optional: Flex pay as you go

Add a $5 initial deposit for more usage, with no subscription. The full deposit becomes usage credits; checkout adds any tax. Flex checkout asks you to authorize automatic refills: you set a monthly limit, which includes tax, and can turn refills off anytime.

Paid chat connections, parallel reviews and remote control unlock after the deposit settles. Free already includes one Ditto Review at a time.
Try Ditto free
Everyday work

Plus

$19/month Monthly subscription

More room for your everyday work.

$10 usage each month · 10B credits50 GB included storage10 saved workflows · 5 active

Plan includes:

  • 5 spaces
  • Paid chat connections
  • Ditto Review · parallel reviews
  • Auto model selection
Try Ditto free

Pro

$97/month Monthly subscription

Shared capacity and credits for you and your team.

$60 usage each month · 60B credits1,000 GB included storage100 saved workflows · 25 active

Plan includes:

  • 25 spaces
  • Paid chat connections
  • Ditto Review · parallel reviews
  • 1 org · 4 included licensed seats
  • Choose models manually
  • Custom domains
Try Ditto free

Enterprise

A custom Ditto build for your business: our team writes the spec, builds it and supports it.

Custom setup and retainer Get in touch

Questions

Does Ditto remember earlier flow runs and approvals?

Yes. Ditto keeps a memory of your flows, runs and approvals next to your email, chat and files. Ask weeks later, in the Ditto app, in Slack or from an MCP client, and it answers with sources. It can only read runs Power Automate still stores, which Microsoft keeps for 28 days by default.

What does Ditto read from Power Automate?

Cloud flows and their steps, run history with error messages, approvals, desktop flows, work queues, connections and solutions. It starts read-only, and in a shared space each person gets answers only from what they can already see.

Can Ditto build, fix or run my flows?

Yes, once you switch writing on for Power Automate. Ditto can create or edit a flow, turn it on or off, resubmit or cancel a run and start a desktop flow. Changes wait for your approval unless you set an action to run on its own. Once a flow is on, it runs in Power Automate on its trigger.

How is Ditto different from Copilot and AI Builder in Power Automate?

Copilot builds and edits flows from a description, and AI Builder prompts work from the inputs a flow passes in. Ditto keeps one memory across Power Automate and your other apps, so it knows why a flow exists and who is waiting on it. It acts across those apps from one request, and you pick the model.

What does Ditto cost?

The new plans are Free, Flex with a $5 initial prepaid deposit and no monthly base fee, Plus at $19/month, and Pro at $97/month. Usage is prepaid with credits. See the pricing page for plan details and rollout availability. Your Microsoft licence is separate and doesn't change.

Is Ditto a Power Automate replacement?

No. Your flows keep running in Power Automate, on their own triggers, with their run history in Power Automate. Ditto works alongside them: it remembers what they did, explains failures and makes the changes you approve. It isn't a connector or a step inside a flow.

Is there a Power Automate MCP server?

Microsoft's power-automate plugin connects Claude Code and GitHub Copilot CLI to your flows through its FlowAgent MCP server, and third-party servers such as FlowStudio do a similar job. They let one AI tool build and debug flows. Ditto's MCP server gives those tools one memory across Power Automate and your other apps.

Can I use Power Automate with ChatGPT or Claude?

Yes. Claude Code can build and debug flows through Microsoft's FlowAgent plugin, and FlowStudio connects ChatGPT and Claude. Connect Ditto over MCP as well and those tools can also recall what your team knows about each flow from email, chat and files. Inside those tools, Ditto supplies memory and context.

How do I connect Power Automate to Ditto?

Connect Power Automate from the Ditto app with your Microsoft work account. The connection starts read-only, and there's nothing to add to your flows: Ditto isn't a connector or custom connector in the designer. Disconnecting stops Ditto reading Power Automate.

Do I need a premium Power Automate licence?

Not for Ditto itself. According to Microsoft, the “When an HTTP request is received” trigger needs a premium licence, and desktop flow runs need attended RPA rights or an unattended add-on. Ditto's pricing is separate from your Microsoft licence.

Does Ditto work with Outlook, Teams and SharePoint?

Yes. Ditto connects to Outlook, SharePoint, Teams, Excel and the rest of Microsoft 365, alongside apps such as Salesforce, Xero and Slack. What it learns in each one joins the same memory as your flows.

Does Ditto review every flow run?

No. Creating a flow, turning it on and resubmitting a run wait for your approval. After that the flow runs in Power Automate on its trigger, with its run history kept in Power Automate. Ditto reads those runs afterwards; it doesn't review each one before it happens.

Is my Power Automate data used to train AI models?

No. Your data is not used to train AI models. Data stored in Power Automate stays under your organisation's Microsoft terms.

Can I see and delete what Ditto remembers?

Yes. Open any memory to see where it came from, then edit, export or delete it. Disconnecting Power Automate stops Ditto reading it.

Get 20% off your first month of Ditto, and get more out of it every week.