Smarter software.
Real growth.
Powered by AI.
Custom AI-driven software for platforms that already work.
Built on your data, tested on your users, plugged into your stack.
We start with
your data.
- Traffic and behavior analysis
- Internal search and funnel audit
- Growth hypotheses, ranked by impact
- No guesswork, no blank page
We plug into
what you run.
- Independent modules, no rebuild
- Any stack, any CMS
- Zero downtime on deploy
- Your platform stays yours
We prove it
with numbers.
- A/B tests on your real users
- CTR, time on site, revenue tracked
- Iterations until the metric moves
- Results in your own dashboard
From your numbers
to your next level -
in five steps.
Every project runs the same loop: read the data, name the metric, build the module, test it on real users, iterate until it moves. No gut feeling at any step.
We read your traffic, behavior, search logs and funnels before writing a line of code. The data tells us where growth is hiding — and where it isn’t.
We name the metric, the expected lift and what it takes to get there. You see the plan before you commit to anything.
A standalone module that fits your stack — Go, TypeScript, your database, your CMS. AI where it earns its place, not where it looks good.
A/B on your real users. Control versus variant, statistically significant, nothing shipped on opinion.
We tune until the number moves, lock it in, and move to the next metric.
Six places where platforms leave growth on the table.
Most platforms are strong in one or two of these and quietly losing in the rest. We find the ones you’re missing – and build the module that closes the gap.
Acquisition and retention built on how users actually behave, not on who you think they are. Onboarding, return triggers, churn signals.
Internal search that understands intent. Manticore, vector search, AI ranking — faster results, fewer empty pages, more clicks on the first screen.
Chats, comments, reactions and user-to-user interaction that turn traffic into a community. People stay where other people are.
Technical and content-level SEO measured in rankings and organic traffic, not in audit checklists. Indexing, structure, speed, internal linking.
CTR, time on site, session depth: the numbers behind every other number. We find the drop-offs and fix the screens where they happen.
Ad placement, offers and flows tuned for revenue per visit. Tested, not guessed — every change against a control group.
What we measure before we build?
Search
Share of queries that return nothing usefulRetention
Day-7 and Day-30 return rateEngagement
CTR, session depth,time on page
Revenue
earnings per 1,000 visits,by traffic source
Built in.
Not added.
Every module we ship carries the same six things — whether it’s a search upgrade or a monetization flow. That’s what makes it work inside your platform instead of next to it.
AI-driven
Models where they earn their place: ranking, recommendations, intent detection. Never AI for the sake of the badge.
Your stack, your data
Runs on your infrastructure, reads your database, speaks your APIs. Your users’ data never leaves your servers.
Plug-in architecture
A standalone module with a clean boundary. Goes in next to your code, talks through a narrow interface, and comes out without a trace.
Fast to first result
Weeks to a live experiment, not quarters. Small scope, real users, early signal — before you commit to more.
Measured by design
Every module ships with its own metrics and an A/B switch built in. You see the lift in your own dashboard, in your own numbers — not in our slides.
Iterated with you
We stay after launch: read the numbers together, tune what lags, lock in what works, move to the next metric.
What the data
taught us on
real platforms?
-
- Posted by Matthew
Three ways to rank “related searches” — and why the hybrid won on real traffic.
Built with the tools your platform already speaks:
Smarter software.
Real growth.
Let's build it.
Whether you run a niche community or a high-traffic platform, we build the AI-driven modules that turn your data into measurable growth – without rebuilding what already works.
decisions
solution
building platforms