Stop Hiring Consultants for Questions Your Own Data Can Answer in 8 Seconds
Conversational AI as a Replacement for External Financial Advisory
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Your finance director just approved a €35,000 consulting engagement to answer three questions about supplier price trends and working capital efficiency. The answers exist inside the 3,000 invoices and 150 contracts currently sitting in your accounting system. Six weeks from now, a consultant will deliver a report built almost entirely from data you already own.
Paying someone to access your own information has a specific name: expensive.
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What Consultants Actually Sell
Consultants don't win financial analysis engagements because they know more about your business than you do. They win because you don't have the tools to access the knowledge your own data already contains. The information asymmetry is not about expertise — it is about analytical capability applied to data you already own. That is a precise and important distinction, because it identifies exactly where the value is created and exactly where it can be replaced.
Big 4 advisory rates in France run between €250 and €600 per hour per consultant, with typical financial analysis engagements ranging from €10,000 to €80,000 depending on scope. Of the time billed across a standard engagement, roughly 60-70% is spent on data collection and structuring — locating documents, extracting the relevant fields, organizing information into a workable format. The actual analysis phase, where judgment and expertise add genuine value, is a fraction of the total invoice.
At €300/hour, organizations are paying senior advisory rates for work that is, in large part, document retrieval.
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Two Engagements That Changed the Math
Numbers make this concrete. A mid-market French manufacturer recently spent €28,000 on an external advisory engagement to identify which cost categories were driving margin compression over 18 months. The core task: extract data from 847 invoices, 34 contracts, and 18 months of purchase orders, then analyze patterns across them. Stralevo answers that question in a single conversational query — with each finding traced to the exact document, exact page, and exact line item.
A food distribution company paid €45,000 for a working capital analysis. The work involved extracting payment terms from supplier contracts, cross-referencing them against invoice payment histories, and identifying the conditions creating cash pressure. That is standard Stralevo query territory. The question takes minutes, not weeks, and the answer arrives with source citations the CFO owns completely.
Both engagements answered questions those companies could have asked themselves — if their data had been accessible. The consultants provided analytical access to existing records, not external knowledge those organizations lacked.
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The Deferred Question Problem
Most CFOs carry a mental list of questions they've decided not to ask — not because the questions don't matter, but because getting an answer requires a project. Which customers have payment terms creating the most working capital risk? Which contracts have auto-renewal clauses triggering in the next 90 days? Which suppliers have delivered late more than twice in the last six months?
None of these are difficult questions. All of them go unasked because asking required commissioning a €15,000 engagement nobody has budget for in the current quarter.
Deferred questions carry a cost that doesn't appear on any invoice. Working capital questions deferred six months become six months of suboptimal cash management. Supplier pricing questions pushed to next quarter become a quarter of missed renegotiation opportunity. The most expensive consulting engagements are often triggered by urgent crises — a €60,000 emergency cash flow analysis commissioned in October when the position deteriorated unexpectedly — that would not have been necessary if the monitoring had been in place. Stralevo doesn't just answer questions faster. It makes questions answerable earlier, before urgency inflates both cost and timeline.
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What Happens in 8 Seconds
Ask: "Which of our top 20 suppliers raised prices more than 8% in the past 12 months, cross-referenced with their delivery performance over the same period?" That query spans 847 invoices and 34 contracts. The equivalent consultant analysis takes 3-4 business days at minimum and costs €8,000-20,000 depending on scope.
Stralevo's document reading engine, SightCapture™, captures 15-40 data fields per document — serial numbers, warranty terms, payment conditions, delivery references, contract clauses — where standard accounting software captures 3-5. Your accounting software reads the date, the amount, the VAT number, and the vendor name from each invoice. The other 35 fields — the ones that answer the questions consultants are commissioned to answer — die inside PDFs nobody queries twice. Reading all the data, not just the regulatory minimum, is what makes the 8-second query possible. A system that captures only the five required fields cannot answer the questions consultants are paid to answer.
Each answer comes with source citations traceable to the exact document and line. The CFO receives their own data, analyzed, with the reference attached. When the board challenges a finding, the CFO owns the analysis. They don't defer to a consultant's methodology — they point to the source. That shift in analytical ownership changes the quality of the conversation in the room.
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Running the Numbers
One month of Stralevo for a 5-person finance team costs €245 — the equivalent of 49 minutes of Big 4 advisory at €300/hour. One annual license for that team costs €2,940, roughly two 5-hour consultant days.
Calculating the ROI is straightforward: avoid one data-analysis engagement per year that would otherwise have cost €15,000 or more. For most mid-market finance functions, that threshold arrives within the first quarter of adoption. A single avoided supplier assessment or working capital analysis covers 3-5 years of Stralevo licensing for the entire team.
Scale the comparison to annual consulting spend and the picture becomes clearer. A mid-market European company with €50-200M revenue might spend €100,000-300,000 per year on financial advisory and analytical consulting. Of that, roughly 40-60% involves data extraction, pattern analysis, and answering questions from existing financial records — the specific category Stralevo addresses. At those proportions, the direct comparison is €40,000-180,000 in annual consulting spend versus €2,940 in annual Stralevo licensing for the finance team.
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What Stays on the Consultant's Desk
Precision matters here. Stralevo replaces one category of consultant work: data interrogation, pattern recognition across existing financial records, document analysis, and question-answering from data the organization already holds. It does not replace strategic advisory, M&A due diligence, regulatory interpretation, independent valuation opinions, or judgment calls that benefit from external perspective and institutional credibility.
Those engagements retain their value — and they become more productive when the client arrives with the data already analyzed. When a CFO can answer every operational data question in-house in seconds, time with external advisors is spent entirely on strategic judgment that genuinely requires independence. The consultants who remain earn their fees on work that Stralevo cannot do, rather than on document extraction that Stralevo renders unnecessary.
Put precisely: stop paying consulting rates for questions your own data can answer. Redirect that budget toward the advisory work that requires human judgment and external standing.
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Finance at a Different Speed
Once a CFO experiences real-time queries on their own financial data, the previous standard for analytical turnaround becomes structurally inadequate. "The analysis will be ready in three weeks" stops being an acceptable answer to a board question asked on Thursday afternoon.
Contrast two CFOs facing the same question before a Thursday board meeting: "Which payment terms are creating the most working capital pressure?" CFO A commissions a consulting analysis — three-week timeline, €18,000 estimate, answer available after the next meeting. CFO B asks Stralevo. Eight seconds. Full source citations. Board slide prepared by Friday morning.
When asking a financial question costs nothing and takes seconds, finance teams ask questions they've been deferring for years. The contract auto-renewal audit nobody has had time for. The supplier performance analysis that would be useful but has never been urgent enough to commission. Second-order questions that compound in value: total liability exposure from warranty terms across all active hardware purchases. Cumulative late delivery cost across the top 10 suppliers over 24 months.
Not one of these questions is difficult. All of them have been going unasked because asking required a project.
CFOs who operate at this analytical speed lead their organizations differently — not because they're smarter, but because they're making decisions on current data instead of quarterly snapshots and deferred analysis.
Every question you've deferred because it would cost €15,000 to answer was a decision you made with incomplete information. With Stralevo, you don't defer the question. You ask it this morning.
The questions your business has been unable to afford to ask are now the ones you can ask first.
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Stralevo extracts 100% of financial document data and makes it queryable through conversation — text, voice, or video. Works natively with Liberté and connects to Sage, Xero, Cegid, QuickBooks, and PennyLane. Start with Liberté (free) and add Stralevo when the first deferred question costs more than €2,940 to answer any other way.