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TL;DR
- Technology scouting is the structured search for external technologies that could solve your problem or threaten your business.
- Its main failure is bias, not missing data: teams see the vendors who pitch hardest and the fields they already know.
- Volume misleads. In 2001 hard drives out-filed solid-state six to one, while solid-state was already improving almost twice as fast.
- Scout broad by function, then rank by Technology Improvement Rate, not by attention.
What is technology scouting?
Technology scouting is the structured search for technologies developed outside your company, by startups, universities, suppliers or other industries, that could solve one of your problems or change your market. It feeds build, partner and buy decisions.
Why does technology scouting miss things?
Not for lack of information. For lack of a way to rank it. The same pattern came up again and again in our sessions with R&D teams: the shortlist mirrors the three or four vendors who pitch hardest, the experts already in the room, and the fields the team already knows. Scouting becomes an echo chamber.
Attention is easy to measure and almost useless as a ranking. Conferences tell you what is hot. Patent counts tell you where money is going. Neither tells you which option will win.
Backtest · Data storage · 2001–2026
The loudest option is rarely the fastest
Hard drives out-filed solid-state six to one in 2001. Solid-state was already improving almost twice as fast.
What the industry filed · new patent families per year
What the rate read · improvement rate per year
Computed from patents public at each date · GetFocus backtest: HDD vs SSD
The GetFocus storage backtest shows the cost. In 2001 the industry filed 3,316 patent families on hard drives and 580 on solid-state storage. A scout following volume would have backed the hard drive. Solid-state was improving at 49.6% a year against 29.2%, and the gap only widened. The filings took nine more years to catch up with the rate.
The hardest step is the first one
Teams struggle less to search than to ask. Setting the right question is the hardest step. Frame it too narrowly and you build the blind spot in. Frame it too broadly and it returns everything.
The fix is to describe the function, not the solution. Not "find solid-state battery startups", but "store energy in a passenger EV at lower cost per kWh". The function admits every route, including ones from other industries. The disruptive option, as our homepage puts it, often "is not on your radar, because it is not in your sector yet."
A five-step technology scouting process
| Step | What you do | The question |
|---|---|---|
| 1. Frame the job | Describe the function you need, not the technology you expect | "What has to happen, and how will we know it's better?" |
| 2. Go broad | Map every approach to that function, across industries | "Who solves this outside our industry?" |
| 3. Rank by rate | Compare how fast each approach is improving | "Which options compound fastest, and which have stalled?" |
| 4. Reality check | Who builds it, at what scale, at what TRL and cost | "Is it in the field, or only on paper?" |
| 5. Decide and watch | Test a few, put the rest on a watch list with triggers | "What would make us look again?" |
Step 3 is where most processes stop being objective. GetFocus estimates a Technology Improvement Rate for every route from the patent citation network, so each option gets one comparable number. Step 2 is where AI changes the economics: GetFocus agents retrieve candidate patents by meaning rather than keywords, and a language model reads each family in full before it is ruled in or out, so the map is complete before anything is ranked.
The result is a shortlist built on evidence. In the ethylene radar, fourteen routes to low-carbon ethylene improve at rates more than 3× apart: electrochemical CO₂ to CO at 43.6% a year against conventional steam cracking at 13.0%.
Build, partner or buy?
Scouting ends in a sourcing choice: is there something promising and accessible to partner with or buy, or does the solution not exist yet, so you have to research it yourself? Either way the bar is the same. A new technology has to be significantly better than the current one, or nobody will take the risk of rolling it out. The rate tells you whether "significantly better" is coming, and roughly when.
FAQ
What is technology scouting?
Technology scouting is the structured search for technologies developed outside a company, by startups, universities, suppliers or other industries, that could solve one of its problems or change its market.
What is the difference between technology scouting and horizon scanning?
Scouting starts from a specific problem and looks for solutions. Horizon scanning starts from no specific problem and looks for signals of change. Most R&D teams need both: scouting for current projects, scanning for the next portfolio review.
How do you avoid bias in technology scouting?
Frame the question around the function you need, search across industries before narrowing, and rank options on a measured improvement rate rather than on who presents best or files most.
How long does technology scouting take?
Done manually, months per field. With an automated pipeline, GetFocus delivers a first preliminary Decision Brief in 48 hours and a validated radar in weeks.
