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Growth in practice

We engineer predictable revenue models for high-growth SaaS companies. Explore how we apply data rigour to complex marketing challenges.

AI SaaS • Featured

Scaling synthetic data acquisition for enterprise AI models

How we re-architected DataSynthetix's lead generation pipeline, moving from a volume-based approach to a strict account-based model targeting Fortune 500 AI labs.

+214%
Enterprise Pipeline
-42%
CAC
B2B SaaS

Frictionless Onboarding

Challenge

High churn rate during the initial 14-day trial period due to complex setup requirements.

Approach

Implemented a progressive profiling flow and automated setup using predictive defaults.

Result
+85% Trial Conversion
Fintech

Enterprise Migration

Challenge

Stagnant growth in mid-market segment; needed to move upmarket to enterprise clients.

Approach

Developed an ABM strategy targeting specific compliance pain points of Tier 1 banks.

Result
+120% ACV Growth
> executing query...
> analyzing conversion paths...
> identifying bottlenecks...
> optimization sequence initiated
DevTools

Developer Adoption

Challenge

Traditional marketing tactics were rejected by the core developer audience.

Approach

Shifted to utility-first content, creating open-source tools that solved adjacent problems.

Result
+350k Monthly Active Users
AI SaaS

Pricing Optimization

Challenge

Value misalignment in the pricing tiers leading to massive downgrade velocity.

Approach

Conducted a Van Westendorp analysis and restructured tiers based on feature usage data.

Result
+45% MRR Expansion
Enterprise

PLG Transition

Challenge

Transitioning from a traditional sales-led motion to product-led growth without cannibalizing enterprise deals.

Approach

Implemented a hybrid model, using the self-serve product as a lead qualification engine for sales.

Result
-60% Sales Cycle Length
Lowering CAC by 50%
B2B SaaS

Paid Acquisition Overhaul

Challenge

Scaling paid search spend resulted in diminishing returns and unacceptable CAC levels.

Approach

Restructured account taxonomy, implemented offline conversion tracking, and launched hyper-specific landing pages.

Result
+3x ROAS
Engineered Growth Systems

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