AI-native systems · Build · Operate · Transfer
Build. Operate. Transfer.
i49 Group builds new businesses around AI and rebuilds established ones. Some we hand straight back to their owners; the rest we run in market until someone is ready to take them further.
We are not a fund and not an agency. We build the system, run it, and are judged by how well it works once we are gone.
- Solutions in market
- 3Solutions in market
- Customer identities on systems we built
- 220,000+Customer identities on systems we built
- Production API routes shipped
- 1,000+Production API routes shipped
- Models reachable through PromptForge
- 300+Models reachable through PromptForge
Portfolio
Three we can show you.
One rebuilt for the company that owns it. Two built and run by us. Different models, the same standard underneath.
Brilliant Central
A ground-up, AI-native rebuild of the platform that runs Brilliant Perspectives.
Brilliant Perspectives was an established business running on a stack of bolted-together tools. i49 rebuilt it entirely — 29 modules, one governed data plane, eight AI agents, and a native app on both stores. The company owns and runs the result.
PromptForge®
An enterprise platform for managing prompts, context, and AI use — with governance that follows the work into the tools teams already use.
A complete AI-governance suite and the control plane for organizational AI. Prompts and context held in one place, run against hundreds of models, with policy that travels into the IDEs and agents where the work actually happens.
LeaderForge
A leadership system that builds a team of leaders, not a team with a leader.
On-demand leadership training and team tooling for founders who need a repeatable system instead of another offsite. 48 sessions, distilled from the playbooks used to build 27 companies. An earlier version is in market; the next one is built and in testing.
In the pipeline
More is in the pipeline. Earlier-stage programs are held in stealth by design. They will surface when we are ready for them to, and not before.
How we work
We name the model before we write code.
Build, operate, transfer. The model decides who owns the result. It does not change the standard the work is held to — every engagement runs through the same i49 AI-incubation model, and every system is built to survive due diligence from the first week.
- 01
Build
We rebuild a company's technology from the ground up, AI-native, and hand back something it owns outright. The client keeps the business; we make the machine underneath it work.
- 02
Operate
When the idea is ours, we do not stop at the product. We stand up the commercial machinery around it and run it in market, carrying the consequences of the architecture we chose.
- 03
Transfer
A system built properly should not need us. When one outgrows what we should be running, it moves — by license, or to an operator with the reach to take it further.
Methodology
Incubation. Four movements. Nine gates.
The name is the method.
AI made software fast to produce. It did not make software easy to trust. A working demo is now a weekend, and demos are worth roughly what they cost — the hard part is a system that holds up under load, under audit, and under a change of owner.
Speed comes from fewer direction changes, not more velocity. When a build starts thrashing, the industry adds process. We treat it as a shortage of clarity about the goal, and fix it upstream where it is still cheap.
The four movements
- 01
Declare
Purpose before spec. What this is for, who it serves, and what outcome it enables — answered in plain language before a plan exists. The costliest decisions are all made before the first line of code.
- 02
Interrogate
Question, delete, then simplify — strictly in that order. The most expensive thing a capable team can do is optimize something that should not exist at all.
- 03
Slice
Thin, vertical, and genuinely shippable. The test is not whether a slice is small. It is whether someone can use it on its own.
- 04
Compound
Most methods end at ship. Ours ends at codify. Every rule we hold ourselves to records the specific failure that produced it, so nothing in our doctrine is there because it sounded rigorous.
The nine gates
Standing non-negotiables that make the arc repeatable rather than lucky. Each one can block work, and each one is enforced rather than encouraged.
- 01
Named owner
Every requirement traces to a person or a real external constraint. Never a department, never best practice.
- 02
Deletion proof
Something was cut. If nothing ever has to be added back, not enough was deleted.
- 03
Kill test
The announcement is written before the plan. If it cannot be written without listing features, the idea is not ready.
- 04
Door triage
Irreversible decisions get scrutiny and a named approver. Reversible ones get decided immediately, because hesitating over them is its own defect.
- 05
Pre-mortem
It is months from now and this failed — what happened? Causes are sorted into real threats, false alarms, and the doubt nobody has said out loud yet.
- 06
Thin slice
The first slice ships and stands alone. Not merely small — independently useful.
- 07
Gate between phases
Quality is a gate between every phase, not a phase at the end, and it can block. Any report has to state what was not examined.
- 08
Zero residue
Nothing consequential is allowed to live only in a conversation log. Discoveries become documents; deferrals get filed.
- 09
Production reality
Done means observably live, evidenced by a recorded observation. Status never leads reality.
The rest of the model — the governance board behind the movements, the standard each gate has to clear, and the doctrine that enforces them — is proprietary and not published here. We walk partners through it directly.
Contact
Ask about what is not here.
The pipeline remains in stealth until we choose to reveal it. If you are a prospective partner, customer, or operator, write to us directly — we answer specific questions faster than general ones.
hello@i49group.com