Three Questions Before Your Next IP Technology Purchase

The IP technology market has expanded faster than the ability of any buyer to survey it. Five years ago, a practice leader evaluating the options might have encountered a dozen vendors across patent analytics, docketing and trademark management. Today the landscape includes over 200 active vendors, many of them AI-native startups making bold claims about efficiency gains, cost reduction and competitive advantage. The proliferation is real, and so is the confusion that accompanies it.

Most IP practices approach technology purchases the way they approach outside counsel selection: they issue an informal request for proposal, evaluate three to five vendors on features and price, run a pilot with the most responsive vendor, and reach a decision on the basis of user feedback from a small group. This process is adequate for commodity purchases. For technology that will reshape how the practice operates, it is dangerously insufficient.

Before evaluating any vendor, IP practice leaders should answer three questions that most selection processes skip entirely.

Question one: what is the workflow problem being solved, and how is it measured today? This sounds obvious, but it is routinely skipped. “We need better patent analytics” is not a problem statement; it is a category preference. A problem statement reads differently: our prior art search process takes an average of 12 hours per application, costs $4,200 in associate time, and misses relevant references 15% of the time based on our last quality audit. Without that specificity there is no baseline against which to judge whether a new platform actually improves outcomes, and the buyer remains exposed to purchasing solutions to problems the practice does not in fact have.

Question two: how does this product integrate with the existing stack, and what happens when something needs to change? The era of monolithic IP platforms is ending. MCP architecture and composable systems mean that the right question is no longer whether a platform does everything, but whether a new component connects cleanly with the systems already in use, and whether it can be replaced without rebuilding the entire workflow. Ask vendors about their API architecture, their MCP compatibility and their data portability. If a vendor cannot clearly articulate how its product interoperates with existing systems, that is a significant risk signal, regardless of how impressive the demonstration looks.

Question three: what is the total cost of adoption, and not merely the license fee? The license cost of IP technology is typically 20–30% of the true adoption cost. The remainder is training, workflow redesign, data migration, productivity loss during transition, and ongoing administration. A $50K annual platform license that requires $150K in implementation effort and causes a 3-month productivity dip carries a true first-year cost closer to $250K. Most practice leaders do not calculate this figure, which is why so many IP technology purchases deliver disappointing returns: the platform works, but the practice never fully adopts it, because the cost of adoption was underestimated and under-resourced.

The difficulty is that all three questions demand evidence which most IP functions do not hold. The baseline sought in question one requires knowing how long a step takes, what it costs, and how often it is repeated. The interoperability test in question two requires an accurate inventory of what is already connected to what, and of where data crosses a boundary by hand. The adoption cost in question three requires a realistic view of how work moves through the practice today and which parts of that movement a new system will disturb. A practice that cannot answer these questions about its own operations is, in effect, asking vendors to define the problem on its behalf, and vendors will define it in the terms of the product they sell.

These three questions will not make the vendor selection process longer. They will make it more honest. They will also prevent the increasingly common pattern of IP practices buying software they do not fully deploy, renewing contracts out of inertia, and accumulating a technology stack that nobody in the practice can fully explain or justify.

The practical implication is that a baseline should not be a one-off study commissioned at the opening of a procurement exercise. It should be a standing property of the operation. Where work is orchestrated across the platforms an IP team already runs and every step is measured, time, cost, quality, and how long a handoff waits before someone picks it up, the evidence these three questions require exists before the first vendor conversation begins. That is the premise on which Cblindspot is built, and it is, independently of any purchase, the discipline that makes a technology decision defensible.