Turn Uncertainty into
Product-Market Fit

Swift CNS is an AI platform that helps early‑stage SaaS teams uncover why users convert or churn, test pricing & positioning, and make confident product decisions backed by evidence.

What are you uncertain about right now?

BETA

Beta version

SwiftCNS is still in testing and may have issues.

We're actively improving it based on your feedback.

Email us at hello@swiftracks.com or join our Discord Community to share your thoughts.

Building isn't the problem.
Not knowing what to change is.

Early-stage teams are shipping and experimenting — but learning isn't compounding into conviction.

Users try the product but don't pay

Feedback is contradictory or shallow

Experiments feel inconclusive

Wins feel accidental and hard to repeat

"We don't know why customers aren't buying, or what to do next."

Teams don't fail because they don't experiment. They fail because learning doesn't compound into confident decisions.

We Know You Have These Problems

You've set revenue or user targets, but progress has flattened and you don't know why.

You're shipping features, but they aren't moving the needle.

Your team debates direction with no evidence to settle the argument.

Customer feedback is noisy and contradictory, leaving you stuck.

You need a credible strategy to reach your next milestone, not more guesswork.

You're not replacing your thinking —
you're scaling it.

Swift CNS doesn't tell you what to build or how to grow.
It helps you make better decisions when certainty doesn't exist.

By structuring assumptions, experiments, and evidence, CNS turns customer learning into conviction — and conviction into confident product direction.

How Swift CNS Works

Swift CNS accelerates your learning speed so you can make product decisions faster.

Map Assumptions

Uncover hidden beliefs about your product, pricing and growth. Identify what really matters so you stop building on guesswork.

Design Experiments

Turn those assumptions into high‑signal tests. AI agents that understand your product and business context help you design focused experiments that generate clear signals.

Generate Signals

Run tests and capture evidence. Learn how customers actually behave instead of relying on opinions.

Make Decisions

Translate evidence into action. Decide what to scale, adjust or stop with confidence and align your team around the next move.

If you want results fast and you are....

Early‑Stage Product Teams

• Pre‑seed to early Series A
• Live MVP with real users
• Experiments feel disconnected
• Direction feels fragile

Founders & Product Leaders

• Getting interest but inconsistent revenue
• Unsure what to double down on
• Tired of guesswork disguised as progress
• Want confidence before committing resources

You're eligible for our 8-week pilot program to find product-market fit fast.

How the 8‑Week Pilot Turns Uncertainty into Conviction

Our conviction acceleration pilot combines our AI‑powered platform with hands‑on guidance from an experienced product leader. Every 1–2 weeks you'll iterate through a focused cycle and by week 8 you'll have completed 6–12 validated experiments.

Clarify what's blocking progress

Surface the hidden risks behind your product, pricing and growth.

Turn questions into signals

Transform uncertainty into focused tests that reveal what moves the needle.

Learn from real customer behaviour

Gather evidence from the market, not internal opinions.

Decide with confidence

Use the evidence to double down on what works and stop what doesn't.

Apply for Pilot

Pricing & Deliverables

An 8-Week Pilot to Accelerate Product-Market Fit

$2,100 USD

Includes 1 Year subscription of Swift CNS and eight weeks of hands‑on collaboration

What You Get Over 8 Weeks

1:1 partnership with a senior product leader
Ongoing guidance to pressure-test thinking and avoid false confidence.
Clear articulation of your highest-risk assumptions
So the team aligns on what must be proven next.
Weekly experiment design focused on resolving uncertainty fast
Each experiment exists to answer one critical question.
Signals synthesized from real activity
Outcomes are translated into insight, not vanity metrics.
A living record of learnings and decisions
All assumptions, signals, and conclusions stored in Swift CNS.

This loop repeats weekly — turning learning into a systematic process and accelerating the path to product-market fit.

Risk‑Free Guarantee

If you're not satisfied after two weeks, cancel for a full refund.

Apply for Pilot

What Our Early Partners Say

"Within weeks we finally understood why our free users weren't upgrading. Swift CNS helped us test new pricing and we doubled our paid conversion."

— B2B SaaS founder

"The assumption mapping exercise alone saved us months of building the wrong features. We now prioritise with confidence."

— Product Manager, Series A startup

We're on a mission to reduce early-stage innovation uncertainty.

Swift CNS is developed by Swift Racks, a product development company that helps innovation teams go from zero to one. We've combined our experience helping startups and enterprises innovate with cutting-edge AI to create a tool we wish we had for our own work.

Trusted by operators, builders, and growing enterprises