ComparisonResearch system vs the assistant already on every desk
Reviewed

AllMind vs Microsoft 365 Copilot

AllMind is a research system for institutional investors: entitled market data and your own warehouse in one ontology, with agents that return cited memos, models and decks.

Microsoft 365 Copilot is an AI assistant inside the Office apps your firm already runs, grounded in what each user can already see.

Copilot ships no market content of its own.

Editorial cover reading 'General AI, compared' over a machine feeding a stack of glass sheets across a dark desk
The short version
01
AllMind
AI research system for institutional investors

Entitled market content, your own warehouse and your own documents in one ontology, with agents that stay on a question for hours and return memos, models and decks with every figure traced to a passage.

02
Microsoft 365 Copilot
Enterprise productivity AI assistant

Grounded in the files, mail, chats and workbooks a user can already see, plus the web. Since June 25 2026 Excel adds reusable finance skills and connectors to outside data vendors, whose licensing Microsoft says may sit with the provider.

03
How to choose
Your firm’s own work, or the market’s

If the content that matters already sits in SharePoint, Outlook and Excel, Copilot is the faster and cheaper answer. If the question needs filings, broker research, expert transcripts and live financials your firm does not hold, Copilot ships none of it.

At a glance

Feature by feature

A side-by-side that lets rows go the other way, because several of them do. Microsoft wins the compliance shelf, the published price and every piece of corporate-finance and back-office work on this list.

Market content and entitlements

Premium financial datasets inside the subscription

AllMind
6,800+ premium data sources
Microsoft 365 Copilot
Vendor connectors

Broker and sell-side research

AllMind
AMR included; live via RMS entitlement
Microsoft 365 Copilot
Not documented

Expert-call transcript library

AllMind
Supported
Microsoft 365 Copilot
Not documented

Live earnings and financials within minutes

AllMind
Supported
Microsoft 365 Copilot
Vendor connector

Maintained SEDAR and EDGAR filings corpus

AllMind
Supported
Microsoft 365 Copilot
Not supported

Alternative and supply-chain data

AllMind
Supported
Microsoft 365 Copilot
Vendor connector

Vendor contract needed on top for that content

AllMind
Inside the agreement
Microsoft 365 Copilot
May sit with the provider

Research depth and reasoning

Financial ontology of entities and relationships

AllMind
Supported
Microsoft 365 Copilot
Not supported

Long-running multi-step agent runs

AllMind
Supported
Microsoft 365 Copilot
Cowork, metered

Scheduled runs across a coverage list

AllMind
Up to 200 (stated)
Microsoft 365 Copilot
Scheduled prompts, no list

Queries Snowflake, Databricks or S3 in place

AllMind
Supported
Microsoft 365 Copilot
Federated connectors

Answers cited back to the passage

AllMind
Supported
Microsoft 365 Copilot
File and web

Deliverables

Excel models with live formulas

AllMind
DCF, LBO, comps
Microsoft 365 Copilot
DCF via skill

Investment-bank deck templates

AllMind
20+ templates
Microsoft 365 Copilot
Not supported

Edits existing PPTX, DOCX and XLSX files

AllMind
Supported
Microsoft 365 Copilot
Supported

Corporate close and variance analysis

AllMind
Not supported
Microsoft 365 Copilot
Supported

Mail, calendar and meeting work

AllMind
Not supported
Microsoft 365 Copilot
Supported

Governance and compliance

SOC 2 Type II

AllMind
Certified Nov 2025
Microsoft 365 Copilot
Office 365 attested

ISO 27001 certified

AllMind
Targeted Q1 2027
Microsoft 365 Copilot
Supported

ISO 42001 AI management standard

AllMind
Not documented
Microsoft 365 Copilot
Supported

Per-user entitlements agents inherit

AllMind
Supported
Microsoft 365 Copilot
Supported

EU data-boundary residency

AllMind
Not documented
Microsoft 365 Copilot
Supported

Control plane for third-party agents

AllMind
Not documented
Microsoft 365 Copilot
Agent 365 add-on

Reach and cost

Published list seat price

AllMind
Quote-based
Microsoft 365 Copilot
$30.00 user/month, paid yearly

Base plan required underneath

AllMind
Not supported
Microsoft 365 Copilot
Qualifying M365 plan

Metered agent runtime billed on top

AllMind
Not supported
Microsoft 365 Copilot
Copilot Credits

Self-serve purchase without a sales call

AllMind
Not supported
Microsoft 365 Copilot
Supported

Every mark comes from the two vendors’ own public pages, read on August 30 2026. “Vendor connector” means Copilot reaches an outside provider whose content Microsoft says “may require separate licensing or subscriptions from the respective provider”, so the row is plumbing rather than included data. “Not documented” means neither company’s pages answer the question: read it as unknown, not as a missing feature. Microsoft does not name SOC 2 for Copilot, so that row credits Office 365’s own attestation. Copilot does cite and does schedule; those rows are about the corpus it reaches. The dataset count and the 200-company automation ceiling are AllMind’s own statements.

See AllMind on your own coverage
Where AllMind leads

Three things a research desk needs that Copilot does not ship

01Connectors are not coverage

Reaching a vendor is not the same as holding its data

Microsoft’s June 25 2026 Excel release named eight finance connectors. LSEG and Moody’s had landed in May; CB Insights, Daloopa, Morningstar, PitchBook and S&P Global Deterministic Retrieval, developed by Kensho, arrived that day; FactSet was flagged as “in preview and will be generally available in July”, which the release notes still did not record on August 30 2026. One sentence in the same post shapes everything: third-party connectors and data providers “may require separate licensing or subscriptions from the respective provider”. It is a may, not a must, and Microsoft names no vendor on either side of it.

AllMind takes the other route. Content arrives as classes inside one agreement, across 6,800+ premium data sources: S&P, FactSet, LSEG and MSCI data, broker research, Expert Insights transcripts, global investor-relations data, live news from thousands of sources, live earnings and financials within minutes, and alternative data. Two limits belong here too. Research under embargo is readable only where your firm holds the RMS entitlement, and the aftermarket file lands later, by an interval each broker sets for itself.

AllMind document search returning cited passages from filings and research
Document SearchAllMind product interface
02Retrieval versus relationships

Copilot reads what a user can already see; the ontology traverses what connects

Microsoft is explicit about where Copilot’s grounding stops. It “only surfaces organizational data to which individual users have at least view permissions”, over Microsoft Graph content plus the web and whatever a connector returns. That is a permission boundary drawn around one person’s files, mail, chats and meetings. It is the right design for office work, and it is not a map of a market.

Underneath AllMind is a financial ontology: companies, suppliers, customers, estimates, filings and the firm’s own research held as entities and as the relationships between them, so an agent traverses relationships instead of retrieving documents one query at a time. Your own systems join the same graph, with Snowflake, Databricks and S3 connected through a scoped IAM role and queried in place rather than copied. That is what lets an agent stay on one question for minutes or hours across many data points. The cost of the depth is honest: onboarding is a data conversation with your engineering team rather than a signup.

An AllMind grid comparing many companies across sourced metrics
GridsAllMind product interface
03After the Fintool acquisition

Microsoft bought the filings assistant and folded it into Office

Fintool was the filings-first assistant plenty of desks trialed. Its founder posted on April 18 2026 that Microsoft had acquired it, terms undisclosed, with the team joining the Office Product Group and the Excel team. Microsoft published no release of its own, and fintool.com still redirected to microsoft.com/en-us/microsoft-365 on August 30 2026. What shipped into Excel two months later was reusable skills, finance connectors, a Plan with Copilot preview of intended edits, and Copilot attribution in Show Changes. Good features, none of them a filings research product.

A desk that lost Fintool wants filings work that ends in something it can send. AllMind ends the job with the artifact: a deck on one of 20+ investment-bank templates, a DCF, LBO or comps model whose formulas stay live, a Word memo, or an edit written back into a PPTX, DOCX or XLSX file you already have. The template is one we supply, so a house format of your own still costs a formatting pass, and the argument stays yours to write.

An AllMind generated research report with cited figures and an exhibit
ReportsAllMind product interface
In fairness

Where Microsoft 365 Copilot is strong

Microsoft’s advantage is distribution at a price that is published and boring. It reported more than 30 million paid Copilot seats on its July 29 2026 earnings call, up from 20 million a quarter earlier, and $30.00 per user per month is a number a buyer can model before a call.

The finance work Copilot does inside Excel is real work: reusable skills for building a DCF, closing the books, refreshing monthly reporting models and preparing variance analyses, with Plan with Copilot showing which ranges, worksheets, formulas and assumptions it intends to update before it acts, and its edits attributed in the Show Changes pane. That detail matters more than the demos: it is what lets a reviewer challenge the machine.

Cowork, generally available since June 16 2026, runs long multi-tool tasks under admin budgets and hard caps. The compliance shelf is deeper than ours. And Copilot cites, storing “citations to any information used to ground Copilot’s response”. The honest gap is what it can cite, not whether it cites.

The platforms

One tool for your firm’s own work, one for the market’s

01

AllMind

AI research system for institutional investors

AllMind maintains one ontology over both the outside market and the firm’s own systems, holding companies, suppliers, customers, estimates, filings and existing research as entities and as the relationships between them. Agents run over it for minutes, hours or across days on multi-source questions rather than returning one-shot chat answers.

Work comes back as a Word memo, an Excel model or a deck with every figure traced to its passage. Anwaar Malik founded the company, which launched publicly on July 13 2025 and sells by quote.

02

Microsoft 365 Copilot

Enterprise productivity AI assistant and agent layer

Copilot sits inside the Office apps a firm already runs and grounds on that firm’s Microsoft Graph content, the mail, chats, files and meetings each user can already see, plus the open web and connector results. Microsoft frames its finance story around the Excel workbook and the CFO’s office, not the research desk.

Microsoft reported more than 30 million paid seats on its July 29 2026 earnings call. Its documentation notes the product is being renamed Microsoft Copilot while the commercial pricing pages still carry the longer name.

Strengths and trade-offs

What each one is good at, and what it costs you

Microsoft documents Copilot in enough detail that its trade-offs below are absences from pages read on August 30 2026 rather than opinions. AllMind’s trade-offs are the ones it states about itself.
01

AllMind

Strengths
  • 6,800+ premium data sources inside one agreement: S&P, FactSet, LSEG and MSCI data, broker research, live news from thousands of sources, alternative data
  • Expert-call transcripts with senior operators arrive as Expert Insights, a shipped content class
  • Warehouse tables in Snowflake, Databricks and S3 are read where they live, under a scoped IAM role
  • Companies, suppliers, customers, estimates and filings held as relationships an agent can walk
  • SEDAR and EDGAR filings with live earnings and financials available within minutes
  • Every figure traced to its passage, the calculation visible, and a verification pass before a report ships
Trade-offs
  • Nothing to price without a call: no self-serve checkout, no monthly plan, no published seat figure
  • ISO 27001 is targeted for Q1 2027 and uncertified, where Microsoft already names it for Copilot
  • Embargoed broker research is readable only on your firm’s own RMS entitlement; aftermarket lands later
  • No corporate close, monthly reporting pack, mail or calendar work; AllMind does not attempt any of it
02

Microsoft 365 Copilot

Strengths
  • A published list price of $30.00 per user per month, paid yearly, readable before any sales call
  • More than 30 million paid seats as of Microsoft’s July 29 2026 earnings call
  • GDPR, ISO 27001, HIPAA and ISO 42001 named for Copilot, plus EU Data Boundary coverage
  • Reusable Excel skills for a DCF, the close, monthly reporting refresh and variance analysis
  • Plan with Copilot previews intended edits, and Show Changes attributes what Copilot changed
  • Cowork runs long multi-tool tasks end to end, generally available since June 16 2026
Trade-offs
  • No filings, transcript or broker-research corpus of its own behind the assistant
  • Finance connectors reach vendors whose content Microsoft says may require a separate subscription
  • Microsoft’s Copilot privacy page does not name SOC 2; Office 365 holds that attestation
  • FactSet’s connector was announced for July; no release-notes entry confirmed it by August 30 2026
Pricing

What AllMind and Microsoft 365 Copilot actually cost

This is the rare comparison where the competitor publishes a real list price and AllMind does not. Microsoft’s seat figure can be read off a public page. What it does not tell you is what the data costs.
01

AllMind

No published price. Quote-based.

AllMind is sold through a sales conversation, with no self-serve checkout and no monthly plan. That is a genuine disadvantage if you want to model the cost before speaking to anyone. What the quote covers is the content: the dataset classes sit inside the agreement rather than arriving as a row of separate vendor contracts.

Subscription
No published price, quote-based
Not publishedallmind.ai, August 2026
Self-serve or monthly plan
Neither is offered
Company-statedallmind.ai, August 2026
Entitled content in the subscription
6,800+ premium data sources
Company-statedAllMind, August 2026
Live embargoed broker research
Needs your own RMS entitlement
Company-statedAllMind, August 2026
02

Microsoft 365 Copilot

Published list price, plus a base plan

Microsoft prints the seat figure on a public page, which is a real advantage for a buyer doing a first pass. Read the second line as well: a qualifying Microsoft 365 plan is required, so the loaded cost per user is higher than the add-on figure and depends on whether you sit on E3, E5 or E7. Agent runtime and agent governance bill again on top.

Enterprise, per user
$30.00 user/month, paid yearly
Enterprise, billed monthly
$31.50, annual commitment
Qualifying Microsoft 365 plan
Required, priced separately
Microsoft 365 Copilot Business
$18.00 user/month, paid yearly
Business Standard and Business Premium with Copilot
$23.50 and $32.00 user/month, paid yearly
Microsoft 365 Copilot Chat
No additional cost on eligible plans
Agent 365 agent governance
USD15 per user per month standalone
Cowork agent runtime
Metered Copilot Credits
Rate per Copilot Credit
About $0.01
Copilot Studio, a separate meter
$0.01 per message
Decision note

What changes the quote

Four things move the Copilot number, and seats are only the first. Seats: $30.00 per user per month plus a qualifying Microsoft 365 base plan. Runtime: Cowork and the Work IQ API bill in Copilot Credits priced on model use, context retrieval, tool calls and runtime, exactly the shape a long research workload takes. Governance: Agent 365 at USD15 per user per month standalone.

Then data, which decides whether this is a research tool. The finance connectors reach FactSet, S&P Global, LSEG, Moody’s, Morningstar, PitchBook, CB Insights and Daloopa, and Microsoft says using them may require separate licensing from the provider. No expert-call hours appear in the Copilot line item.

The two contracts are not like for like. Microsoft’s $30.00 buys one user an assistant across Office; it buys no market content. An AllMind quote buys the content classes and the research system together for a research team. Two dating notes: Microsoft’s Copilot Business promotion runs between July 1 2026 and December 31 2026 against a $21.00 standard price, so re-check it before you budget, and the $0.01 credit rate above is a consultancy’s estimate rather than a Microsoft list price.

By the job

Which one you want, task by task

Four jobs that land on a desk in a normal quarter. The verdicts do not all go one way, and the vendor contracts your firm already holds change two of them.
AllMind

Initiate coverage on eight new names this quarter, from filings, transcripts, broker notes and expert calls.

The deciding mechanism is entitled content inside the subscription. Microsoft documents no filings corpus, no broker research and no expert-call transcripts of Copilot’s own, so the work starts with a vendor-contract question rather than a first draft.

Microsoft 365 Copilot

Refresh the monthly reporting pack and explain the variance against forecast.

Microsoft names refreshing a monthly reporting model and preparing a variance analysis as pre-built Copilot skills in Excel, running over the firm’s own workbooks with the edits attributed in Show Changes. This is the CFO’s office job, and AllMind does not attempt it.

AllMind

Track guidance changes across a 120-name coverage list and produce a note the morning after each print.

Automations run across a coverage list, with live earnings and financials within minutes and every figure traced to its passage; AllMind states one automation covers up to 200 companies. Copilot does schedule recurring prompts, but over your own Graph content and licensed connectors. The gap is the universe, not the timer.

Run both

Pull our internal diligence memos out of SharePoint, join them to the Snowflake positions table and the sell-side view, and draft an IC deck.

Copilot is the faster route to the SharePoint half, since that content is already indexed and permissioned there. AllMind is the side that queries Snowflake in place through a scoped IAM role, joins it to entitled market content, and builds the deck from an investment-bank template.

The bottom line

AllMind and Microsoft 365 Copilot reward different corpora: depth across an entitled market corpus, or reach across the work your firm already does in Office.

Choose AllMind when the question needs filings across SEDAR and EDGAR, broker research, Expert Insights, live financials and your own warehouse connected as one ontology, and the answer has to survive an investment committee with every figure traced to a passage.

Choose Microsoft 365 Copilot when the content that matters already sits in SharePoint, Outlook and Excel, or when the finance work is the close, monthly reporting and variance analysis. Most institutional firms end up with both.

FAQ

AllMind vs Microsoft 365 Copilot, answered

Only if your firm already licenses the market data somewhere else. Copilot grounds on your own Microsoft Graph content and the open web, and Microsoft documents no filings corpus, broker research or expert-call transcripts of its own.

Since June 25 2026 it reaches LSEG, Moody’s, CB Insights, Daloopa, Morningstar, PitchBook and S&P Global through Excel connectors, with FactSet in preview that day and its July general availability still unconfirmed on August 30 2026. Microsoft says those connectors may require separate licensing from the provider. If you hold those contracts, Copilot is a useful front end inside a workbook. If not, Microsoft does not claim it can do institutional research.

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