Revenue.
Margin.
Valuation.
Three numbers your board reads. AI is rewriting all three in your industry.
This briefing tells you where revenue, margin, and valuation move in specialist research and intelligence as AI rewrites the industry. Read it before your competitors decide what your next decade looks like.
The 10-page briefing. Worth 20 minutes.
One email. One PDF. Worth twenty minutes of your week.
We send it once. Work emails only.
A specialist research firm sells two things bundled into one invoice: information production and expert interpretation. AI has made the first one nearly free. Secondary research, data aggregation, market sizing, competitive scanning, literature review, report compilation. All AI-executable today at a fraction of the cost your clients paid last year. Enterprise clients with internal AI access are discovering they can produce roughly 70% of the analysis they used to outsource.
The client can get the data. They cannot get the interpretation. That is the business you are actually in now.
The remaining 30% is where the real value lives: knowing what the data means, which signals matter in a specific sector, what a pattern implies for the client's competitive position, and what to do about it. That interpretation requires years of accumulated sector knowledge. It is the one thing an AI-native entrant cannot replicate quickly. But it is sitting unsystematized in project archives and in the heads of your most experienced analysts.
For the CEO of a research and intelligence firm, this is not a technology question. It is a revenue question, a profit question, and a valuation question.
Revenue. Profit. Valuation.
Three lenses. Three answers the management team needs before the next pricing conversation.
Revenue
Subscription intelligence revenue is declining as clients question value relative to AI-generated alternatives. Project-based research faces pricing pressure in every proposal. AI-native competitors are entering with dramatically lower cost structures, winning on speed and price while your team competes on reputation alone. The revenue mix is shifting beneath you.
Profit
Your cost structure was built for information production: teams of junior analysts doing secondary research, data processing, report assembly. When that production generates less revenue, the margin math breaks. Cutting analysts preserves short-term margin but accelerates the loss of institutional knowledge that is your only defensible asset.
Valuation
An acquirer or investor prices a research firm on the defensibility of its revenue. Production-based revenue with client concentration risk and AI substitution pressure trades at a discount. Advisory revenue backed by systematized proprietary datasets and institutional methodology trades at a premium. Same firm, very different multiples.
What you'll get when you download
A 10-page report for specialist research and intelligence firm CEOs and management teams. Designed to be read in one sitting before your next strategy offsite.
The strategic choice, side by side
The default path (cut production costs, add AI to existing workflows, compete on speed) and the repositioning path (migrate to insight advisory, systematize proprietary data, reprice around interpretation), with the financial logic of each.
The four levers that compound
Systematize accumulated sector intelligence before senior analysts leave. Turn every client engagement into proprietary training data. Reprice the commercial model around interpretation, not information. Build a credible quality narrative for AI-augmented research that clients trust.
Five questions for your next strategy meeting
Diagnostic questions the CEO should test the leadership team against before the next major client renewal. The questions where the room cannot agree are the ones worth a longer conversation.
Calibrated for each seat at the table.