Most enterprise AI is still stuck in a chat box: one question, one answer — it cannot hold a customer and it retains no experience. We work one step further back:we wire agents into acquisition, delivery and repeat purchase, and deliver results per role. On the Myriad Masters platform, we do the operating deployment and the custom build.
From talking to working, the gap is not the model — it is permissions, systems and process; from working to holding the job, the gap is accountability and ownership
A knowledge base plus prompts handles Q&A, drafting and translation. Staff enjoy trying it, but the business process has not changed.
Give it tools and permissions: look up an order, change a status, send a notice, write back to the business system — every action logged and verifiable.
Define KPIs, boundaries and fallbacks, and it behaves like a new hire: a post, a review, a handover, an audit trail.
Six course tracks, nine digital staff. See how an ideal coding studio connects its official account, WeCom and smart classrooms into a division of labour with real delivery.
See how this studio operates Future-facing youth coding · fictional studio / ideal-system demo
The people, interfaces and data in these cases illustrate how the product is used. They do not represent real client results or a promise of returns.
On the left, what keeps them awake; on the right, the result they want. We are in between.
In one line:we turn your business wording into an agent that holds a job and can be reviewed — not a demo.
One platform looks different in each industry. Taketrainingas an example — four scenarios cover most of a school's repetitive work.
Not a one-off demo — a delivery you can accept.
Half a day to a day on site: process, systems, data.
Start with one specific, measurable pain.
Knowledge, wording, boundaries and fallback strategy.
Connect business systems over MCP / API with least privilege.
Train the front line, review weekly, iterate fast.
Prove it with data, then copy it to the next role.
From buying tools to buying outcomes — see something first, then decide how much to invest.
You bring the people, we bring the platform.
We deliver, you accept.
Prove the outcome first, then discuss scale.
Not how many agents were built — these five numbers.
| Metric | Definition | Before | 90-day target |
|---|---|---|---|
| First response time | Enquiry to first reply | Hours (12h+ overnight) | Under 10s, never offline at night |
| Qualified lead rate | Share of enquiries leaving contact details | Baseline to be measured | +30% or more |
| Human takeover rate | Share of conversations handed to a human | 100% | Down to 40% or less |
| New-hire ramp-up | Days to work unsupervised | 60–90 days | Cut by 50% |
| Cost per service | Labour cost / effective conversation | Baseline to be measured | Down 40% |
The above areillustrative cases (adapted from public industry practice, de-identified, not real client data); real client cases and photography to follow.
Leave six details and we come back within one business day with an initial view.Used for this conversation only — never shared or resold.
