WHERE IT PAYS BACK
Reconciliation, exception handling, classification and drafting — the high-volume judgement calls a person should not have to make one at a time.
How we read a business
Your business is alreadyan ecosystem — the partsjust aren’t connected
Most companies aren't short of tools — they're short of connection. Value leaks in the handovers: manual re-entry, missing context, journeys that break between systems. The model below is how we find those leaks and close them.
Four layers, one system — we work the connections between them, not the tools inside them.
ExperienceOperationsDataGrowthVALUEfour layers, one connected system
Layer 01 · Experience
What your customers and staff actually touch.
Everything a customer or a colleague actually touches. Most of it exists already — it just does not know what the rest of the business knows.
SITE · APP · PORTAL · ECOMMERCE · JOURNEYS
Layer 02 · Operations
The work that happens behind the interface.
The work behind the interface — how an order becomes a dispatch, how a dispute gets resolved, who gets told. This is where manual re-entry lives, and where it can stop living.
WORKFLOWS · CRM · COMMS · DELIVERY
Layer 03 · Data
What decisions are actually made on.
The layer that makes the other three one system rather than three. Integrations carry context across the handovers where value normally leaks.
INTEGRATIONS · REPORTING · ANALYTICS · DECISIONS
Layer 04 · Growth
Demand, earned on top of a system that works.
Demand, and what happens to it. Built on the same data as operations, so a lifecycle email knows what the warehouse knows.
SEO · CONTENT · VIDEO · EMAIL · NURTURE · CONVERSION
Intelligence isn't a fifth layer. It sits across the four.
Context, prediction, personalization and assist, added into the four layers where they remove friction.
GUARDRAILS FIRST
Cost caps, fallbacks, human review on the paths that matter, and evals that run before anything reaches production.
WHERE WE REFUSE
If the problem is a missing integration or an unclear process, a model just makes the mess faster. We fix the layer instead.
We do not begin with a technology. We begin with the ecosystem — how customers, people, processes, platforms and data interact.
Business-first · ecosystem-led · AI-enabled · value-driven
One owner. Several businesses. One operating system.
A logistics company and an ecommerce brand run on systems we built and still run — the same four layers, wired the same way, delivered a layer at a time over several years. Not separate projects. One ecosystem that happens to serve more than one business.
Trend Transport shipping handoff integration
The ecommerce brand hands fulfillment straight to the logistics company, system to system. Two businesses, one owner, one operating layer — which is the whole argument for building an ecosystem rather than a set of projects.
LAYER 01
Experience
- Custom Shopify storefront and product configurator
- Mobile apps for field operations, in Flutter
LAYER 02
Operations
- Dynamic pricing engine
- Centralized order and shipment management
- Automated invoicing, with a dispute review workflow
- Warehouse module, pallet label generation, commission management
- Agent workflow for flagged orders
LAYER 03
Data
- Real-time shipment tracking and carrier API integrations
- Multi-warehouse, bin-level inventory and demand forecasting
- Role-based dashboards and agent KPI tracking by shipment status
LAYER 04
Growth
- Automated customer email templates
The owner, in his own words.
A long-term client on what changed when the systems started talking to each other.
“Really appreciate all the efforts. You guys are the best, and I'm looking forward to growing and building new ventures together.”
— Eugene — Long-term ecommerce & logistics client
Read the ecosystem story→Our own company is one of these ecosystems.
The same value we create for clients, we create for ourselves first. Built for our own teams, hardened in production — and where it made sense, opened up. Each layer below is running on something we wrote.
LAYER 01Experience
This site, and every product UI
INTERNALThe same Next.js discipline we hand to clients — server-rendered, measured, and built so a copy change is a data change.
IamVector
ALSO OPENWhere our designers get icons and SVG assets for client UIs and creative work. The interface layer of most things we ship starts in a library we wrote.
Free, no sign-up, no attribution — the same terms for us as for anyone else.
LAYER 02Operations
Deskchime
ALSO OPENRuns our performance work — 1:1s, feedback, goals, reviews and recognition. The reason we trust it enough to open it up is that we depend on it.
FolioRipple
ALSO OPENRuns our hiring. The careers page, the role listings and the application flow are all on it, and every profile on /team is a FolioRipple profile.
Beta — invite-only for agencies, free for everyone else.
HRM Reports
INTERNALThe agency operating system: occupancy, project health, commercials and profitability, read out of the time-tracking data most teams never use.
Internal only — proof of how we run, not something we have opened up.
LAYER 03Data
Watch
INTERNALSelf-hosted error tracking across our products. It replaced paid Rollbar outright, and it means nobody debugs by SSH-ing into a box to read logs.
Built to a performance budget so the tool cannot damage the thing it measures.
LAYER 04Growth
DialonCloud
ALSO OPENOur own outreach runs on it — email, SMS and calls, on a deliverability engine with suppression, warmup and a reputation breaker.
No AI anywhere in it. The value is the deliverability engineering.
SEO Agent
INTERNALCrawls a site twice — raw and JS-rendered — and reports at template level, so a whole page-type gets fixed at once. We run it on client work.
YouTube Copilot
INTERNALTurns channel and competitor analytics into concrete growth actions, behind an approve-or-reject step before anything publishes.
Runs on OpenAI, not Claude.
How a tool becomes a product
Built to solve our own problem→Hardened by running the business on it→Opened up, if it holds
Most stay internal. That is the point — the ones we opened up are the ones that survived being depended on. See the four you can use →
Start a conversation
Which layer is leaking in your business?
Bring us the workflow, the channel or the half-built thing that's stuck. In 30 minutes we'll tell you plainly which layer it sits in and what connecting it would take.