Kneuralabs
P · 01
Every AI, one team.
We don't pick a model and call it a day. ChatGPT, Claude, Gemini, Grok, Llama, Midjourney, Sora — whichever wins on this task is the one in the loop. No vendor loyalty. The stack is a toolbox, not an identity.
Innovation Studio · Est. 2026
This is where impossible
becomes a working
prototype.
The studio plugs every frontier AI model into one workshop. Wild idea on Monday, working prototype on real data by Friday — with a measurable outcome attached to every build.
Model-agnostic
Five-day prototype cycle
KPI on every build
No brand loyalty. Whatever works.
10+
AIs in the stack
Stacked like libraries — we pick what wins per task.
5 days
Idea → working prototype
Standard cycle. Mondays to Fridays. Real data.
1
KPI per build
Revenue, churn, cycle time — picked up front.
∞
Problems we're down for
No scope too weird. No idea too early.
How the studio operates
Four operating principles.
The studio is a working shop, not a lab. Every engagement runs on the same four principles — they're what keeps the cycle short, the stack honest, and the outcome measurable. None of it is theory; this is how a build actually moves through the room.
P · 02
Idea to real thing — fast.
Days, not months. A wild idea lands on Monday. By Friday it's a working prototype running on real data. Scope is killed early; surface area is small; the goal is something you can click, not a slide deck.
P · 03
Outcomes, not experiments.
Every build has a number attached: more revenue, less churn, faster ops. AI is the how. The KPI is the why. If the number doesn't move, we tear it down and rebuild.
P · 04
Always on the next thing.
We track every model drop, every new tool, every shift in the landscape. By the time it's news, we've already tested it. The stack you'll be using six months from now — we're in it this week.
A typical week
Monday's idea is
Friday's prototype.
Most studios call this a sprint. We call it a week. The shape is deliberate — long enough to ship something real, short enough that scope can't sprawl. You sit in the room as much or as little as suits you.
Mon · D1
Frame the wild idea.
Map the ambition to one measurable outcome. Kill 80% of the surface area. Pick the model stack — and the failure case we'd rather see.
Tue · D2
Wire the stack.
Pull the right models, plug them into your data, instrument the metric. Vibes-test outputs ourselves before anyone else sees them.
Wed · D3
Build the thin slice.
Ugly UI, real data, end-to-end. The first version you can actually click. The version that tells us whether the idea has legs.
Thu · D4
Tune for the number.
Swap models, prompt strategies, eval sets — whatever moves the KPI. Cull the prompts that aren't pulling weight. Lock the winning configuration.
Fri · D5
Ship & hand off.
Working prototype, source, evaluation notes, and a one-page handoff that tells your team exactly what's needed to take it further.
What comes out of the studio
Four shapes a build can take.
Every studio engagement ends with a working thing. Sometimes it's a prototype to validate an idea, sometimes a tool a team picks up and runs with on Monday. These are the four shapes a build most often takes — they're independent, but combine cleanly.
Build 015 days
B1
Idea Prototype
The original studio output. Take a wild idea from sentence to clickable thing in a week, with a number attached.
- Single-purpose, end-to-end
- Real data, real model calls
- One measurable outcome
- Source + eval notes on Friday
5 days · standalone
Build 02 · Featured2–4 wks
B2
AI Agent or Pipeline
When the prototype hit. Harden it into a multi-step agent or pipeline — observability, fallback paths, eval sweep, scheduled runs.
- Multi-model orchestration
- Eval suite + regression tracking
- Logging, retries, cost controls
- Dashboard for the KPI
2–4 weeks · production-grade
Build 031–3 wks
B3
Model Bake-off
Don't know which model fits? We run the bake-off — same task, every contender, your data, your evals — and hand you the receipts.
- 5–10 models on the same task
- Your evaluation criteria
- Cost & latency profile
- Recommendation memo
1–3 weeks · decision-ready
Build 042–6 wks
B4
Embedded Studio
We sit alongside your team for a defined run — pair on builds, ship prototypes against your roadmap, leave a sharper team behind.
- Weekly prototype cadence
- Pairs with your engineers + PMs
- Internal playbooks captured
- Skills transfer is the point
2–6 weeks · alongside your team
The stack on hand
Every frontier model,
one workshop.
A partial snapshot of what's currently on the rack. The list shifts weekly — we add what's worth adding and quietly retire what isn't. The point isn't the list; the point is that whichever model wins on your task is the one we'll reach for, without a sales pitch.
Currently in rotation
15 of 30+ · refreshed weekly
M-01
Claude
Reasoning · code · long context
M-02
ChatGPT
Generalist · multimodal
M-03
Gemini
Multimodal · grounding
M-04
Grok
Real-time signals
M-05
Llama
Open weights · on-prem
M-06
Mistral
Open weights · EU stack
M-07
DeepSeek
Reasoning · code · cost
M-08
Perplexity
Retrieval · citations
M-09
Midjourney
Image · brand · concept
M-10
Stable Diffusion
Image · open weights
M-11
Sora
Video · short-form
M-12
Runway
Video · editing
M-13
Copilot
Engineering pair
M-14
Cursor
Engineering pair · agents
M-15
v0
UI scaffolds
The studio in one line
The future doesn't wait around. We build it anyway — one thing nobody thought possible at a time.
— Kneuralabs Innovation Studio
Got a wild idea?
Bring us your
boldest thing.
Drop your most ambitious challenge — the one nobody else will take on. A 30-minute call is enough to know whether the studio can ship a working version of it next week.