SDGLabz
Where we build our own tools first.
SDGLabz is the research and development side of Spider Digital Group — AI agents, internal products, and prototypes. Anything that proves itself here earns a place in the work we hand to clients.
What lives in the lab
Three kinds of work, all of it ours before it is anyone else's.
AI agents
Programs that carry out a defined job on their own — drafting, checking, sorting, filing — and report back on what they did. Ours run on our own operations first, where a bad result costs us a morning instead of costing a client a launch.
Internal products
The software we live in day to day: dashboards, client portals, publishing pipelines, review tooling. When one of them proves durable over real months of use, it becomes something we can put in front of clients.
Prototypes
Short, deliberately timeboxed builds aimed at one open question — is it fast enough, accurate enough, worth maintaining? Plenty of them answer no. That is a result we are glad to pay for early.
How an idea gets from a hunch to your build
Four stages, and most ideas never finish them. The ones that do arrive at your project already worn in.
- 1
A question worth answering
We hit the same piece of friction twice and write down the question underneath it. No build starts without one.
- 2
A small, honest prototype
The build stays narrow on purpose. It targets the single thing we do not know yet, and it is allowed to fail quickly.
- 3
We run it on ourselves
It goes into our own studio operations first. If it cannot hold up against our own work, it is not ready for anyone else's.
- 4
It joins the toolkit
What survives gets documented, hardened, and folded into how we build. That is the version a client project ever sees.
Why it matters to your project
You know your business. We keep up with the part that keeps moving.
Tooling changes month to month, and tracking it is a full-time job that has nothing to do with running a company. SDGLabz is where we absorb that churn on our own time. By the point a technique shows up in your build, we have used it long enough to know its edges.
- Techniques arrive already tested on our own operations, not tried out on your launch.
- We can tell you plainly what a tool does well and where it falls down.
- Ideas that do not hold up get shelved in here, at our expense rather than yours.
- When something genuinely new is worth your attention, you hear about it from someone who has already run it.
On the bench right now
Working titles, because these are still being proven. We would rather show you the shape of the work than a launch date we cannot stand behind.
In use internally
A research and briefing agent
Takes a brief, gathers what is publicly documented about a market, and hands back sourced notes a person can check line by line.
Prototype
A publishing pipeline for multi-brand content
One place to plan, build, and schedule content across several brands and channels without rebuilding the same asset five times.
Exploring
A quality layer for live sites
Continuous checks on speed, accessibility, and broken paths, written up in plain language rather than a wall of scores.
The rules the lab runs by
Experimentation is only useful when the boundaries are clear. These are ours.
Client work is never the test bed
Experiments run against our systems and our data. What reaches your project has already survived that first.
Nothing ships that we cannot explain
If we cannot describe in plain language how a tool arrives at its output, it does not go into a client build.
A person signs off
Anything an agent produces for a client passes a human review before it leaves our hands. The tool drafts; we are still accountable.
Shelved is a good outcome
Most experiments end here, and that is the point of having a lab. The ones that do not end here have earned their place.
Questions we get about SDGLabz
Got a problem worth a prototype? Bring it to us.
A few quick questions — about two minutes.