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We put engineers inside regulated businesses, build against their real systems and data, and leave behind software the client runs.
Source: github.com/maximilliangrand, refreshed every six hours
Every engagement leaves behind the same pieces. Building them once is the product; deploying them inside the client is the work.
| Layer | What it is | Where it runs |
|---|---|---|
| Core | Point-in-time data layer, validation suite for anything predictive, hash-chained audit ledger, document reader, deployment kit for agents, dashboards and portals. | Every deployment, one codebase |
| Sector pack | Data model, prompts, connectors and workflows for one vertical. | Healthcare practices run on it today; corporate finance and investment data are in build |
| Client configuration | The client’s systems, data, hosting and exceptions. The only bespoke layer. | On site, by forward-deployed engineers; the client hosts |
| Compliance | Audit trail and evidence layer. A property of every product, never a separate one. | Inside every deployment |
Eight industries, each with a live deployment. Client references on request.
Voice and chat agents on the practice line, patient inboxes, booking flows, statutory records.
DeployedStatutory training portals with the evidence records the insurer expects.
DeployedMember and guest agents, booking systems, operations dashboards.
DeployedComparable-company engines, document reading over filings and data rooms, source-linked output.
DeployedEvidence and register systems for NIS-2 and DORA obligations, supervisor-ready portals, change tracking across systems.
DeployedValidated alternative-data signals and a scoreboard that records every prediction before the outcome.
DeployedThe operating layer after close: data, dashboards and agents installed in the first hundred days.
DeployedDocument intelligence and audit-grade records inside regulated workflows.
DeployedA fixed fee. Data access confirmed, the current process reverse-engineered into a written specification the client owns, and a fixed price for the build. You can stop here.
Fixed scope, fixed price. The pilot runs alongside the current process until the numbers agree, then the remaining scope follows as configuration.
Runs in the client’s infrastructure with a runbook their IT provider can operate. Defects in the delivered scope are fixed under warranty.
MYG owns the engine; the client holds the licence and owns its data, specification and outputs. Changes after handover are quoted individually.
Every deployment carries the discipline a regulated buyer can audit: a point-in-time data layer, a tamper-evident record, a figure that can be reproduced as of any past date. If it cannot survive a check, it does not ship.
The platform exists because we needed it for our own hardest work first. We sell what we run, and we say plainly what each deployment does and what it does not.
The front desk, the analyst, the caller on the line. Software is judged by the person who works in it all day, so the console shows its sources, keeps the shortcuts on screen, and a person keeps the final call.
Forward-deployed means our engineers sit inside the client’s environment until it runs, hand over something their own IT can operate, and stay answerable for the result under warranty.
Our engineers work with agents. They draft, test and benchmark alongside us, so the work moves faster than a team of our size could otherwise manage. What they produce is treated like any other code: a person decides what gets built, reads every change, and nothing reaches a client until the automated tests pass and the record shows where each change came from. When a client asks which parts of a deployment were assisted, we tell them.
One week at a fixed fee. It ends with a specification you own and a fixed price for the build, and you can stop there if it does not make sense.
Growth, content, paid media and conversion sites, run as a separate team under the same standards. For companies that already run on our software, and for those that do not yet.