HandOfHands is S.V.I.'s enterprise product: a custom AI version of an entire company, built on a dedicated server, replacing fifty or more operational roles. Not a tool you bolt on. A full operational layer that runs your business alongside (and gradually in place of) your human staff.
If SVI Marketing is the marketing department, HandOfHands is the whole company — sales, support, operators, analysts, developers, internal coordination, finance ops, marketing — every online role rebuilt as a network of specialized AI agents.
Architecture in one minute
Five hierarchical tiers, each with a specific job:
- Mai — single point of contact for the owner. Concierge layer. She knows everything happening inside, gates cross-department access, surfaces what matters, hides what doesn't.
- Board of directors — strategic agents per business direction. Translate the owner's intent into operational priorities.
- Specialists (50+) — senior-grade narrow experts in their domains: senior developer, senior account manager, senior analyst, senior SDR.
- Frontline operators (20+) — customer-facing layer: support, sales calls, dispatch, reception, voice agents.
- Coordinators (30+) — the connective tissue: shift control, escalation, hand-offs between specialists and operators.
Roles, headcount, and customizations vary per project — those numbers are the typical shape of a mid-sized deployment. Larger companies run several hundred specialized agents.
One client, one physical server
Every HandOfHands installation lives on a dedicated physical server. Data never overlaps with other clients — not in training, not in inference, not in logs, not in backups. Inside a client, each department runs on its own sub-server; cross-department data exchange routes through Mai as the single gateway, who validates the request and decides what to release.
This isn't a policy. It's the shape of the system. Even compromising a single agent does not give attackers access to the whole business — the same way breaching the email account of a secretary doesn't hand over the company's books. Full security model: /security.html.
What you actually get
- Custom architecture for your business — dedicated server, all five tiers configured against your processes, data, and regulations.
- Mai as your personal AI concierge — one interface to the entire operation.
- Board of directors per business direction — strategic layer that knows your priorities.
- Hierarchy of worker agents per operational process — sales, support, operations, finance, content, dev.
- Physical isolation between departments — the safety model above.
- Integrations with your existing tools — CRM, ERP, helpdesk, comms.
- Custom modules for processes unique to your industry — built during onboarding, owned by you.
Real case — Southeast Asia tour operator
Deployed HandOfHands across operations and customer ops; transfer coordination, boat dispatch, check-ins, guest support, multilingual front desk. Result: +18% margin, ~$270K extra annual profit, 40+ languages covered 24/7, no seasonal hiring required. Marketing (SVI Marketing Full) launched in parallel within seven days. Full HandOfHands deployment in eight weeks.
Two more in production:
SaaS company (travel-tech): dev team compressed from eight engineers to three. Self-healing infrastructure runs 24/7. Zero night pages over the first quarter. ~62% reduction in engineering FTE spend.
Construction company (licensing): voice-outreach agent runs warm and cold calls to leads, qualifies, and hands off to a human closer. Replaces a small SDR team that previously burned out within months.
Pricing and payback
HandOfHands is a one-time enterprise installation. Pricing is discussed case by case — based on company size, scope of work, and integration depth — after a discovery conversation. There is no public number.
Payback runs within six months across every case we've shipped. For the largest market leaders, payback has landed inside a single month.
Standard deployment: 2–3 months. Large or unusually complex projects: negotiated.
When HandOfHands is the right answer
The rule of thumb we use during discovery: if AI automation will save your business at least $10,000 / month in payroll, payback is obvious and the project makes sense. If less, look at SVI Marketing or the small-business tier instead — that's a more efficient match for the budget.
HandOfHands fits companies where online employees make up a meaningful share of headcount — tourism, logistics, retail, manufacturing, distribution, IT services, pharma, SaaS, B2B services. Any business with a real volume of operational work that humans currently bottleneck.
How to start
HandOfHands engagements start with a discovery conversation — not a demo, not a pitch deck. You explain what your business does and where it hurts; we map it to the architecture and come back with scope and pricing.
- Talk to Mai on /chat.html — she'll qualify the fit and loop in the team.
- Send a brief through /contacts.html.
- Full architecture deep-dive: /architecture.html.