VUST Custom Solutions
VUST designs, builds, integrates, and stabilizes bounded AI systems for one operating workflow at a time — with named integrations, an explicit human-approval boundary, visible usage economics, and an operational handoff. We run our own AI tools in production on web and Telegram; your project is built with the same discipline.
One workflow · One owner · One KPI · Explicit human approval
Operating run — support intake example
Illustrative workflow
The model is one step. The system is the product.
01 · What VUST already operates — 07·2026
vust.ai/tools ↗Facts refer to VUST's own products — not client cases.
02 · Business-problem finder
Pick the operating problem closest to yours. The recommendation shows the matching solution type, an illustrative scope, and the first engagement we would propose.
Recommended solution type
An assistant answers routine requests from an approved source set and hands anything uncertain to your team as a structured ticket. Your policies decide what it may say.
Recommended solution type
A structured intake flow collects the facts you actually need, classifies the request, and routes a complete case to the right person. CRM delivery is scoped as a custom integration.
Recommended solution type
A scheduled agent collects inputs from named systems, prepares the analysis, and waits for approval before anything is sent. Every run is logged with its cost.
Recommended solution type
Scheduled collection of prices, reviews, and competitor changes for one supported marketplace and a defined product set — alerts and structured reports with human review.
Recommended solution type
One owned integration path between named systems: validated data movement, observable jobs, explicit failure handling — after an access and contract audit of each system.
Recommended solution type
Sources and documents are collected on schedule, extracted and summarized, then held for approval before the report ships to its destination — with delivery monitoring.
Recommended solution type
Fixed-time, read-first audit of the system you already have: reproducible failures where feasible, risk-ranked findings, cost visibility, and a stabilization plan.
03 · What VUST delivers
Every engagement is bounded: a named workflow, real integrations, an approval boundary, and an acceptance matrix agreed before implementation.
Support and intake assistants that answer from approved sources, qualify requests, and hand structured cases to your team.
Multi-step workflows with explicit tools, finite authority, human checkpoints, and repeatable recovery — not autonomous employees.
Evidence-led audit of an AI system that is unreliable, expensive, or stuck — reproducible failures, risk-ranked findings, a stabilization plan.
API integrations, webhooks, scheduled scripts, and scoped internal web tools that connect the systems your team already uses.
Review analysis, price monitoring, and structured reports for supported marketplace sources — scheduled collection with human review.
Later capabilities — delivered today only as scoped custom work
04 · Illustrative project scopes
Three example scopes, drawn from workflows VUST operates in its own products. They are illustrations of shape and boundary — not client case studies.
Illustrative project — not a client case
Routine questions get grounded answers; real opportunities become structured, qualified cases in front of your team — instead of a shared inbox nobody owns.
Workflow shape
Illustrative project — not a client case
Prices, reviews, and competitor changes for a defined product set are collected on schedule and turned into alerts and reports a person can act on.
Workflow shape
Illustrative project — not a client case
The weekly grind of collecting, extracting, and summarizing becomes a scheduled workflow that drafts the report and waits for a person to approve it.
Workflow shape
05 · Build, integrate, or rescue
Path A
One workflow that people run by hand today becomes a bounded system: integrations, an AI step, approval, output, monitoring.
Starts with: Discovery & architecture
Describe the workflowPath B
Your systems stay. VUST adds the missing connection, automation, or AI step — after an access and contract audit of each named system.
Starts with: Integration-readiness discovery
Name the systemsPath C
A system exists but is unreliable, expensive, or unobservable. Fixed-time, read-first audit; risk-ranked findings; a stabilization plan you can act on.
Starts with: Emergency audit — read access first
Describe the incident06 · Delivery model
Every stage ends in an artifact you keep and a decision you own — continue, change course, or stop.
Is the workflow worth and ready to build? Exit: evidence pack, architecture, MVP boundary, go/no-go.
One workflow, one KPI, one or two real integrations, one approval boundary. Exit: accepted workflow, pilot evidence.
Auth, data handling, observability, rollback. Exit: production release, runbook, named ownership.
More workflows, channels, roles, or sources — each addition scoped with its own failure cases.
Contracted monitoring, cost review, and improvement allowance after handoff — when agreed, not by default.
You can stop at any gate · Timing starts when access, decisions, and prerequisites are complete
07 · Pricing and scope
Every proposal starts from the minimum eligible scope and always separates professional fees from variable costs. Entry pricing for discovery and a focused MVP is stated in the scoping conversation and fixed in your proposal.
Engagement
Entry engagement · exact price in your proposal
Workflow map, baseline & KPI, systems and data map, risk register, architecture, MVP boundary, go/no-go.
Engagement
Priced after discovery
One bounded workflow, one primary channel, one or two real integrations, human approval, monitoring, acceptance matrix, handoff.
Engagement
Priced after discovery
Production auth and roles, data handling, integrations, observability, deployment and rollback, operating handoff.
Recurring
Priced after discovery
Monitoring review, incident triage in agreed coverage, cost and provider review, reporting, a fixed improvement allowance.
What every proposal excludes
What changes the price
Consumer VUST pricing — Stars, Passes, Balance — does not apply to B2B delivery.
08 · Why VUST
Already operating at VUST
Designed for your project
Named sources, lawful basis, and retention are decided before build — never assumed.
Money, hiring, publication, and irreversible actions keep explicit human approval.
Provider usage is metered and attributed; estimates are labeled as estimates.
09 · FAQ
Buying & delivery
Discovery & architecture: a workflow map, baseline and KPI, systems and data map, risks, architecture, and a go/no-go recommendation. Entry pricing is stated in the proposal. For an existing troubled system, a fixed-time audit is the entry instead.
Yes — that is the audit and stabilization path: read-first evidence collection, reproducible failures where feasible, risk-ranked findings, and a repair plan approved as separate scope.
No calendar promise before discovery. Timing starts once access, decisions, and prerequisites are complete; discovery defines the stages and what can pause the clock.
No. White Label launches a separate customer-facing product under your brand on VUST infrastructure. Custom Solutions designs, builds, or stabilizes a system inside your own business workflow.
Technology & data
Web applications, Telegram, server APIs, webhooks, and scheduled jobs are evidenced in VUST's own products. WhatsApp, Slack, email, CRM, and helpdesk connections are custom integrations, scoped after an access and policy audit.
Agent authority is finite and written down. Money, hiring, publication, and other high-impact or irreversible actions keep explicit human approval — that boundary is part of the acceptance matrix.
Sources, lawful basis, roles, and retention are named at discovery. The public brief never asks for secrets, credentials, or raw records, and operational logs are designed to exclude personal data.
No. VUST can scope and build a retrieval-backed assistant — ingestion, permissions, retrieval quality, evaluation, and deletion are custom scope, proven with an evaluation set before production.
Operations & ownership
Ownership is written into each proposal. You own your accounts, data, and customer process. Source-code transfer is not the default — it is scoped and priced explicitly when required.
They are separate from professional fees, metered, and attributed — you see the usage. Estimates are labeled as estimates, and the proposal states who pays which line.
Either an operational handoff — runbook, monitoring, named owner on your side — or contracted managed operations with agreed coverage, reporting, and an improvement allowance. 24/7 support is never implied by default.
Need a product under your own brand instead? Custom Solutions changes your workflow. White Label launches a separate branded service on VUST infrastructure. Explore VUST White Label
Next step
The brief takes about five minutes: your current process, systems, volume, outcome, and success metric. VUST replies with a recommendation — discovery, a focused MVP, or an audit — not a generic AI package.
6 steps · Review before send · Nothing is sent without your consent
The brief asks for