Read the frontier. Or let us do it.
Every day, thousands of papers hit arXiv. Your team cannot. We screen the stack, rank what moves your product, and deliver the brief — opportunity, threat, adjacent, watch. Free sample in ~30s. No signup, no card.
No signup · ~30s · no card for the sample
Describe the company. Get the brief.
Where today's research lands for a sample team.
Impact, relevance, and tag distilled into a decision view.
- 1OpportunityASI 96AI assistants can now handle multi-step jobs on their own — reliably enough to put in front of customers
Building your first real AI feature just went from a 3-month project to a weekend. Pick one task your team repeats every day and automate it this quarter.
Impact94Relevance100 - 2ThreatASI 93AI can now write and fix working code well enough to close routine support and dev tickets
If a competitor bolts this onto their product, "we do it faster" stops being your edge. Decide now what you can be better at that a bot can't copy.
Impact74Relevance88 - 3OpportunityASI 91Building a custom AI tuned to your own business is now a ~$5k project, not a $500k one
An AI trained on your data — your tone, your rules, your docs — is finally in budget for a small team. That's a real edge competitors can't copy overnight.
Impact85Relevance75 - 4ThreatASI 88AI now designs and reads experiments about as well as a senior data analyst
If analytics is part of what you sell, the price is about to fall to pennies. Re-price or move up-market before a rival does it for you.
Impact57Relevance63 - 5AdjacentASI 84AI that understands video and the physical world is improving fast
Robotics and "AI that can see" is the next big wave, roughly two years out. Knowing the basics now is what earns you the partnership call later.
Impact54Relevance50 - 6WatchASI 78The cost of running AI just dropped about 8x for high-volume jobs
Anything you shelved because "the AI bill was too high" is worth a second look. Re-run the numbers — the math just changed in your favor.
Impact22Relevance38 - 7OpportunityASI 76Pointing AI at your own documents beats expensive custom training for getting answers right
Your private data — not the model — is the advantage. A simple "answer straight from our own docs" tool is a fast, high-trust win.
Impact75Relevance25 - 8AdjacentASI 72AI is getting good at negotiating — and buyers are starting to use it
Expect AI on the other side of the table in purchasing. Make sure your sales process has an answer before it shows up.
Impact37Relevance13
Context is used only to build your brief. Never trained on. Never sold.
One input. Full stack. Moves out.
Mission context
One paragraph: product, customer, rivals. Optional: website we read first. No integration, no homework.
Daily intake
Agents screen arXiv end-to-end. Methods, metrics, code signals extracted — ranked against your space.
Field brief
Ranked moves: ship this, block this, watch this. Effort estimates included. One line each.
Ranked moves — the day the paper drops, not months later.
Real papers from this morning's run. Tags are the language of the brief.
Build or ship this now.
A rival could use this against you.
Worth knowing, near your space.
Early and accelerating; keep an eye on it.
- opportunity
AI assistants can now handle multi-step jobs on their own — reliably enough to put in front of customers
Building your first real AI feature just went from a 3-month project to a weekend. Pick one task your team repeats every day and automate it this quarter.
- threat
AI can now write and fix working code well enough to close routine support and dev tickets
If a competitor bolts this onto their product, "we do it faster" stops being your edge. Decide now what you can be better at that a bot can't copy.
- opportunity
Building a custom AI tuned to your own business is now a ~$5k project, not a $500k one
An AI trained on your data — your tone, your rules, your docs — is finally in budget for a small team. That's a real edge competitors can't copy overnight.
- threat
AI now designs and reads experiments about as well as a senior data analyst
If analytics is part of what you sell, the price is about to fall to pennies. Re-price or move up-market before a rival does it for you.
- adjacent
AI that understands video and the physical world is improving fast
Robotics and "AI that can see" is the next big wave, roughly two years out. Knowing the basics now is what earns you the partnership call later.
- watch
The cost of running AI just dropped about 8x for high-volume jobs
Anything you shelved because "the AI bill was too high" is worth a second look. Re-run the numbers — the math just changed in your favor.
- opportunity
Pointing AI at your own documents beats expensive custom training for getting answers right
Your private data — not the model — is the advantage. A simple "answer straight from our own docs" tool is a fast, high-trust win.
- adjacent
AI is getting good at negotiating — and buyers are starting to use it
Expect AI on the other side of the table in purchasing. Make sure your sales process has an answer before it shows up.
Fallback sample · pipeline idle
Where today's research lands for a sample team.
Impact, relevance, and tag distilled into a decision view.
- 1OpportunityASI 96AI assistants can now handle multi-step jobs on their own — reliably enough to put in front of customers
Building your first real AI feature just went from a 3-month project to a weekend. Pick one task your team repeats every day and automate it this quarter.
Impact94Relevance100 - 2ThreatASI 93AI can now write and fix working code well enough to close routine support and dev tickets
If a competitor bolts this onto their product, "we do it faster" stops being your edge. Decide now what you can be better at that a bot can't copy.
Impact74Relevance88 - 3OpportunityASI 91Building a custom AI tuned to your own business is now a ~$5k project, not a $500k one
An AI trained on your data — your tone, your rules, your docs — is finally in budget for a small team. That's a real edge competitors can't copy overnight.
Impact85Relevance75 - 4ThreatASI 88AI now designs and reads experiments about as well as a senior data analyst
If analytics is part of what you sell, the price is about to fall to pennies. Re-price or move up-market before a rival does it for you.
Impact57Relevance63 - 5AdjacentASI 84AI that understands video and the physical world is improving fast
Robotics and "AI that can see" is the next big wave, roughly two years out. Knowing the basics now is what earns you the partnership call later.
Impact54Relevance50 - 6WatchASI 78The cost of running AI just dropped about 8x for high-volume jobs
Anything you shelved because "the AI bill was too high" is worth a second look. Re-run the numbers — the math just changed in your favor.
Impact22Relevance38 - 7OpportunityASI 76Pointing AI at your own documents beats expensive custom training for getting answers right
Your private data — not the model — is the advantage. A simple "answer straight from our own docs" tool is a fast, high-trust win.
Impact75Relevance25 - 8AdjacentASI 72AI is getting good at negotiating — and buyers are starting to use it
Expect AI on the other side of the table in purchasing. Make sure your sales process has an answer before it shows up.
Impact37Relevance13
And the time-series read underneath — how fast each front is moving, and the effort per move (sample).
- Opportunity2
- Threat2
- Adjacent2
- Watch2
- Backend8
- ML6
- Frontend3
Same engine. Companies you know — starting with Stripe.
Public briefs you can verify. Check the signal — then point it at you.
Built for people who ship.
Free brief → two-week pilot → Field Watch, $299/mo.
Field Watch. One plan. Full team.
Less than a junior's day of lost focus. Your radar, every week.
- 12 ranked moves every brief
- Tuned to roadmap, rivals, product lines
- Opportunity / threat / adjacent / watch tags
- Team email + live dashboard
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