Growth strategy and the engineering to put it into practice. We work across acquisition, creative and monetisation, supported by the measurement, data systems and AI tools your team needs to make decisions.
Creative decisions connect to acquisition, monetisation and the data behind them.
Who We Work With
Built for teams at scale.
We work with C-level executives, founders, and VPs of growth at mobile gaming and app studios aiming for $100M+ scale. The work connects marketing investment to product performance and the systems needed to measure it.
Starting Points
Sounds familiar?
Select a capability to explore
Engagement Models
Three ways to work with us.
Start with a diagnostic, bring us into a defined build, or work with us on an ongoing basis. We agree the scope and deliverables around your team's priorities.
01
Audit
Start here
Review your analytics, measurement and campaign setup. We map the tracking architecture, identify gaps and give your team a prioritised roadmap of immediate fixes and longer-term work.
You leave with
Measurement & tracking audit report
Data quality assessment
Prioritized fix-first roadmap
Quick-win implementation guide
02
Build
Implement tracking, data pipelines, warehouses and working dashboards. Documentation and handoff are part of the build, so your team can maintain and extend the systems.
You leave with
End-to-end implementation
Data pipeline & warehouse architecture
Custom dashboards & automated reporting
Technical documentation & handoff
03
Operate
Work with us on an ongoing basis for performance monitoring, dashboard improvements and C-level advice. We review bidding and investment against product economics as the business grows.
You leave with
Recurring performance reviews
Continuous dashboard optimization & upgrades
Ad-hoc analysis & insights
Strategic & C-level advisory sessions
Growth × Engineering
One foundation. Every decision connected.
Your dashboards, AI tools and agents should read the same data, with definitions your team agrees on.
Your sources
Ad platformsCampaigns · spend · creative
Product analyticsEvents · funnels · retention
AttributionMMPs · SKAN
Revenue & backendPurchases · ad revenue · finance
Unified data warehouse
Connected, tested, maintained.
01
Shared metrics
ROAS, LTV and payback, defined once.
02
Business context
Your goals, history and decisions.
03
Governed access
MCP connections for approved tools.
Put it to work
Dashboards & reporting
Compare spend, revenue and cohort value using the same metric definitions.
AI tools & copilots
Ask questions with access to shared metrics and the context behind them. Evaluate answers against known results.
Agents & workflows
Give approved workflows consistent inputs, with access controls and checks before they act.
We build agents and internal tools around your data, metric definitions and business context. They can prepare reports, investigate changes and support daily workflows, with evaluated outputs and controls over what they can access and do.
AI-Narrated Analytics
Turn warehouse data into written analysis of performance, anomalies and trends, using agreed metric definitions.
Agentic Reporting Workflows
Automate the data pulls, analysis and report drafts behind your weekly review, with source checks and team review before distribution.
Custom AI Agents & Copilots
Connect agents and copilots to your tools so they can carry out multi-step workflows within agreed permissions and approval rules.
AI Knowledge Systems
Give internal assistants access to your data, documentation and playbooks so answers reflect how your business works.
Autonomous Loop Optimization
Instrument product and monetisation workflows, automate experiments and evaluate proposed changes against agreed performance targets.
AI Enablement & Guardrails
Help your team maintain AI systems through practical training, documented ownership, access controls and repeatable evaluations.
Operating Principles
How we engage.
01
Outcome-focused
02
Documented & Reusable
03
Practical Over Perfect
04
Transparent Communication
Response time:Within 24 hours
Find your exact growth blueprint.
Describe your current business challenge or upcoming milestone. Our AI will map out the exact combination of Three Dots services you need.