Lesson 2 of 4
AI for Account Research

An Annual Report in Ten Minutes

For sellers who know the annual report matters and never open it. You leave with the four sections worth reading, a three-pass method, a source-only prompt and a rule for what may go into a message.

By Intandemly team · Updated 10 Oct 2026 · 5 min read · Free, no sign-up

What you'll learn

By the end of this lesson you can find the four parts of an annual report that matter for selling, use an AI assistant to pull out commitments with page numbers, and decide what is safe to quote to a buyer.

Why the annual report

Lesson 1 gave the rule: sources first, prompts second. The annual report is the best single source for a large company, for three reasons.

  • It is the company speaking. Priorities and risks are stated in leadership's own words, and those words have been approved at the top.
  • It names people. Executives are listed with what they are responsible for.
  • It is dated. You know exactly which year the statements refer to.

It is also long, which is why sellers skip it. That is the part an assistant removes.

The four sections worth your time

You do not need the whole document. Four sections carry almost everything useful:

  1. The chief executive's or chair's letter. What leadership wants readers to remember: this year's story and next year's promises.
  2. Strategy or "our priorities". Named programmes, often with targets and owners.
  3. Principal risks. The problems the company admits to in public, and what it says it is doing about each.
  4. Leadership and governance. Who sits on the executive team and what each person owns.

The financial statements matter less for a first conversation. Skim the segment or regional breakdown if you need to know which part of the business is growing, and leave the rest.

Three passes

Pass 1: set the rule and get the outline (two minutes). Attach the report and tell the assistant to use only that file, to give a page number after every statement and to say "not in the report" when something is missing. Then ask for a ten-line summary.

I have attached [company]'s annual report for [year]. For this whole conversation, use only this document. Do not use anything you remember about the company. After every statement, give the page number in brackets. If the report does not say something, answer "not in the report".

Pass 2: pull out commitments, risks and people (four minutes). Ask three separate questions, one per section: what has leadership committed to, with exact wording; which risks relate to your area, with exact wording; who is named and what do they own. Separate questions give cleaner answers than one large one.

Pass 3: check and reduce (four minutes). Open the report at each page the assistant cited for the three points you care about most. Read the sentence yourself. Keep what is there; delete what is not. Then write three lines in your notes: one commitment, one risk, one name.

Ten minutes, three lines. The giveaway linked below has the full set of seven prompts.

What can go wrong

An assistant reading a long file makes four kinds of mistake. Know them and you will catch them.

  • Wrong page. The fact is real but cited to a page where it does not appear. Search the file for the wording.
  • Blended statements. Two separate sentences are merged into a claim the company never made.
  • Old numbers. A prior-year figure from a comparison table is reported as this year's.
  • Helpful additions. Something the assistant "knows" about the company slips in despite the rule. If there is no page number, treat it as invented.

None of these is a reason to stop using the method. They are the reason pass 3 exists.

Fact, inference, question

Sort everything you keep into three kinds, and treat each differently in a message.

KindExampleHow to use it
Fact"The report commits to one planning process across all sites (page 6)."State it, in their wording.
InferenceThat probably means planning tools will be reviewed.Offer it as a possibility: "I imagine…"
QuestionWho will own the single process?Ask it.

The mistake that costs credibility is presenting an inference as a fact: telling a buyer what their company is doing, based on your reading between the lines. Quote what they wrote, then ask.

When there is no annual report

Private companies and subsidiaries often publish none. Use the nearest thing, with the same source-only rule:

  • The parent company's report, for the section on this business.
  • A sustainability or impact report, which often names programmes and owners.
  • Registry filings, where your country makes them public.
  • The chief executive's most recent long interview or conference talk.

The method does not change. Only the document does.

Key takeaways

Key takeaways

  • Read four sections: the leader's letter, strategy, risks and leadership.
  • Three passes: rule and outline, extraction, then a check of every page you rely on.
  • Quote facts in the company's words, offer inferences as possibilities and ask the rest as questions.
20 minutes

Exercise (20 minutes)

  1. Pick one Tier 1 account and find its latest annual report, or the nearest substitute. (3 minutes)
  2. Run the three passes. (10 minutes)
  3. Write your three lines: one commitment, one risk, one name, each with a page number you have opened. (4 minutes)
  4. Draft one question you could ask the person named. (3 minutes)
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Why this works on named accounts

Nobody reads an annual report for every company on a lead list, with or without AI. There is no point: the list is too long and each company gets one generic message anyway. On a named list the sums change. Ten minutes per account, for the accounts you have chosen, gives you the company's own statement of what it intends to do this year and who is responsible. That is the raw material for every email, call and conversation that follows, and it is the kind of work an assistant does well when you keep it tied to the document.
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Put it into practice

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