Release whiplash
New models should trigger a bounded research decision—not roadmap churn.
Frontier Motion · FTW Frontier Lab
FTW Frontier Lab is your company's continuous frontier function. We identify which changes actually matter to your business, test them against representative workflows, reject weak ideas before they reach the roadmap, and move proven capabilities through a governed path toward production.



New models should trigger a bounded research decision—not roadmap churn.
Exploration diverges. Product execution converges. We keep those jobs separate.
Most frontier ideas should die in the lab, not after months of production investment.
Winners carry evidence, evals, architecture, controls, and rollback conditions into productization.
The operating loop
The FTW shipyard
Find the opportunity.
Chart the next move.
Build and launch.
Learn and improve.
Your priorities guide the work. We build, prove, and improve together.
01
Identify material changes and the client assumptions they may invalidate.
02
Run competing approaches against an explicit baseline.
03
Put promising experiments into representative real work.
04
Measure quality, latency, cost, human effort, reliability, security, and portability.
05
Move only evidence-backed candidates into a governed production path.

Frontier Assumption Register
The lab tracks falsifiable assumptions, current evidence, confidence, affected workflows, and explicit invalidation triggers. A release matters when it changes an assumption—not because it trends on launch day.
Assumption
Full computer-use workflows still require human supervision for recovery.
Current evidence
Claims workflow benchmark v4
Status
Retest triggered
Invalidation trigger
Recovery reliability > 95%
Next action
Run new browser/computer benchmark matrix
Institutional research memory
Killed experiments preserve what was tried, the exact baseline, why it failed, and what would make it worth reopening. Your company stops paying to rediscover the same dead ends.
Tried
New support-triage route against the existing production baseline.
Killed because
Quality improved slightly, but latency and cost exceeded the operating envelope.
Reusable output
Failure fixture, comparator harness, cost model, and routing notes.
Revive when
Inference cost drops below threshold or the next model cuts median latency materially.
Packages
Featured starting point · Frontier Sprint
Fixed-scope entry
Baseline the frontier, establish the Assumption Register, run initial experiments, seed the Kill Log, and leave with a 90-day motion.
Pricing follows coverage, concurrency, risk, and operating responsibility.
Start this engagement →Preferred ongoing plan · Frontier Lab
Ongoing research function
Continuous frontier coverage, bounded research concurrency, dogfooding, evals, weekly promotion review, and production-ready evidence packets.
Pricing follows coverage, concurrency, risk, and operating responsibility.
Start this engagement →Institutionalized function
Operate promoted systems, continuously revalidate assumptions, brief leadership, and run the frontier loop across the portfolio.
Pricing follows coverage, concurrency, risk, and operating responsibility.
Start this engagement →The promise
Frontier Motion is backed by FTW's research, evidence, governance, and control-plane stack—not a pile of one-off demos.
Start with a Frontier Sprint