AI systems studio · since 2017

Unlock the agentic ROI you promised your board.

You bought the AI. Now the board wants the return. We take command of your entire technology — the data, the agents, and the systems that run it — and make the ROI show up where it counts: your numbers. Since 2017.

Book a strategy call See the AI Money-Leak Audit
Plugs intoHubSpotSalesforceSlackGmailNotionZoom+ 100 more

How much is the chaos costing you?

Move the sliders. Every number below is shown in full — nothing hidden.

Estimated annual leak
$0
draining out of your business every year
  • Cost of manual work$0
  • Idle software (≈40% unused)$0
Manual work = people × hours lost × your hourly rate. Idle software = tools × ~$200/mo average license × 40% typically unused. A directional estimate — a real audit finds what's actually recoverable, ranked by dollar impact.
Trusted to run technology for brands since 2017
Pepteon Ageless Peps Vooy Destinations VooyFarma BrainIQ The HighWire GLP1 FastMelts Cambiauto
Where the money leaks

The leaks are specific. And measurable.

Established companies don't lose money at the checkout — they lose it in millions they can't see, can't measure, or can't operationalize. Every leak below is backed by data, and every one is something our audit finds in your business, in dollars.

01

AI that never pays off

95% of enterprise generative-AI pilots deliver zero measurable return (MIT NANDA, State of AI in Business 2025). The failure is never the model — it's the data, the integration, and the ownership.

02

Poor data quality

The average enterprise loses $12.9M a year to bad data (Gartner, 2020) — before AI even enters the picture. Every stalled project and wrong decision traces back here.

03

Software sprawl

Companies waste around $19.8M a year on unused software — 46% of applications sitting idle (Zylo, 2026 SaaS Management Index) — with duplicate tools stacking across departments.

04

Duplicated work

The average knowledge worker loses 209 hours a year to duplicated work that already existed (Asana, Anatomy of Work Index). At your headcount, that compounds into serious lost capacity.

05

Churn you can't afford

Lifting customer retention just five points can raise profits 25–95% (Bain & Company / Fred Reichheld). Retained revenue swamps any new-logo win.

06

Slow to respond

Answer a high-value lead in 5 minutes instead of 30 and you're 21× more likely to qualify it (Lead Response Management Study, Oldroyd, 2007). Minutes of delay hand the deal to whoever answers first.

One partner closes every one of these leaks — and runs it all.

2017
delivering since
Years
we run it, not just build it
1
partner, all your tech
ROI
measured, not promised
Everything, under one roof

The services most businesses buy from five vendors. You buy them from one.

We don't sell channels — we sell working systems with a number attached, and we stay to run them. The audit opens every engagement; the knowledge base is the foundation everything else stands on.

◆ The engagement opener

The AI Money-Leak Audit

In 7 business days: a one-page table of your money leaks, ranked in dollars — from your real order data, ad accounts, and analytics. Probes, not opinions.

  • A dollar-ranked, one-page leak table with an evidence appendix
  • Revenue recomputed straight from your order database
  • A readout call: what's real, what's stale, what's leaking

Proof · We ran it on ourselves first — 90+ claims probed against live APIs and order data, revenue recomputed to within 1%. The claims that failed didn't make this page.

Read the full service →
The foundation

AI Knowledge Bases & Internal Systems

We build the knowledge base your AI runs on — then the intranets, mission-control dashboards, and company copilots that stand on it.

  • Your documents, products, and calls made instantly answerable
  • Company copilots with real evaluation harnesses, not vibes
  • Password-gated intranet & dashboard deployments

Proof · A clinician copilot answering from a private medical knowledge base, a searchable meeting archive, a copilot that scores near-perfect on its own evaluation harness, and a live gated intranet for an enterprise manufacturer.

Read the full service →
Automation

Custom AI Services & Agents

A senior operator plus a fleet of agents on retainer — named workflows go live every month, and the hours saved are reported with evidence.

  • Lead-capture → CRM → email / CAPI automation bridges
  • WhatsApp, Telegram, and AI voice agents in real workflows
  • Automated creative pipelines: brief in, on-brand ads out

Proof · Completed registrations corroborated against raw leads in live production, and a creative pipeline that turns a brief into campaign-ready ad images across live ad sets — automatically.

Read the full service →
Growth

E-commerce Builds & Growth Systems

Stores, funnels, paid media, and lifecycle email — operated by people who run their own multi-store portfolio on the same stack.

  • Meta campaigns: pixel + Conversions API, funnels, creative testing
  • Lifecycle email: list architecture, post-registration flows
  • Reporting from the ads API itself — not screenshots

Proof · An always-on wholesale engine and a physician-lead acquisition system running at a fraction of typical cost — every figure API-verified to the decimal, never a screenshot.

Read the full service →
Growth lane

GEO / AI-Search Visibility

When your customers ask ChatGPT, Gemini, or Perplexity who to buy from, the answer should be your name — in English and in Spanish.

  • AI-visibility audit: where the answers about your category come from
  • Entity, schema & content architecture AI engines can cite
  • Bilingual coverage — EN and ES markets, one system

Proof · Run first on our own live multi-store portfolio. Client results published as they're earned.

Read the full service →
You're looking at one

Conversion Sites, Stores & Web Engineering

Landing systems, site rebuilds, stores, and funnels engineered to convert from day one — plus hand-built dashboards and node maps. The one on this page is ours.

  • Full store builds: catalog, wholesale tiers, shipping logic
  • Custom payment rails, including live crypto checkout
  • KPI dashboards and node maps — hand-built, no embeds

Proof · A live multi-store portfolio moving real paid orders every month, and the animated systems maps on this very page — built inline, zero libraries.

Read the full service →
Wired into your stack

We plug into the 100+ tools you already run.

Your CRM, your data warehouse, your inbox, your ad platforms — connected into real workflows, not screenshots. If it has an API, we wire it in.

HubSpotSalesforceSlackGmailGoogle SheetsLinkedInNotionMicrosoftDatabricksSnowflakeTwilioStripeShopifyMailchimpZendeskIntercom
AirtableApolloAsanaConfluenceDropboxFigmaGitHubGoogle AnalyticsGoogle DrivePostHogWebflowWhatsAppWordPressZapierZoomHootsuite
AI agents, not chatbots

We build agents that run your playbooks.

Not a bot that answers questions — an operator that runs a real workflow end to end, inside your own stack. Here's one we'd build for you, working live.

A
Lead-Response Agent
Ready
✓Catch every new lead the moment it lands
✓Enrich and qualify it against your criteria
✓Draft a personal reply in your voice
✓Send it and book the call
✓Log the outcome and alert the owner
Working across your stack
Your CRM
Your data
Email
Calendar
Slack / WhatsApp

Swap the playbook and the tools — same engine. Support triage, order ops, reporting, content: if it's a repeatable workflow, an agent can run it.

Not one bot — a complete workforce

We build you a complete AI workforce.

You talk to one Chief of Staff. Behind it: a department for every job — growth, sales, operations, data, customer, quality, platform — each a team of specialist AI agents, every team with its own tester. Spun up per project, running live. Tap a department.

One live example: 56 specialist agents · 7 departments · 14 scheduled processes · 1 Chief of Staff — every team with its own tester.

And the dashboards they run on

Command centers that show the whole operation.

Pipeline to finance, agents to orders — every system your workforce runs, in one pane of glass, exactly as you'd see it. Hand-built, no embeds. Here are the kinds we build and run.

Control RoomLive
GrowthSalesOps DataSupportPlatform
Every project in one pane of glass — health at a glance, drill into any of them.
Revenue & FinanceLive
▲ 23%
MoM
98%
collected
Pipeline to cash, recomputed from the source database — not screenshots.
Sales PipelineLive
Leads100%
Qualified61%
Proposal34%
Won19%
Every stage, source-attributed — you see where deals stall.
Ops & FulfillmentLive
Deliveredon track
In transiton track
Scheduledon track
Stuck orders3 · alerting
Stuck-order alerts hit WhatsApp before anyone thinks to ask.
Growth & AdsLive
$2.90
cost / lead
3.2×
ROAS
Reported straight from the ads API, by channel — never a screenshot.
Agent Mission ControlLive
Lead-Response Agentworking
Price-Audit Agentworking
Content Engineidle
QA Red-Teamreviewing
Who's working, what's shipping — 3 verifier layers before anything is "done".
Why now

Everyone has AI. Almost no one has turned it into ROI.

The technology isn't the hard part anymore — operationalizing it is. That gap is exactly where we work.

88%
of organizations have adopted AI — yet agent deployment is still in the single digits across nearly every business function. Adoption isn't the same as value.
50%
the productivity lift AI can bring to marketing output — up to 50%, with 26% in software development and ~15% in support — once it's built into how you actually operate.
53%
of people adopted generative AI within three years — faster than the PC or the internet. The shift is happening now, not later.

The gap between what AI can do and what businesses can measure keeps widening. Closing it — turning AI into systems that run your business and prove ROI — is exactly our job. Source: Stanford HAI AI Index 2026.

Why us, not the alternatives

Stop juggling vendors who own none of the outcome.

We don't wait for tickets. We behave like owners of your business — proactively bringing ideas, setting the KPIs, and running everything structured and data-driven, so you always see what's working and what it's worth.

 Freelancer / point toolTraditional agencyVirtu Digital
MindsetOrder-takerScoped to the briefOwner's mindset — proactive
ScopeOne taskOne channel or projectYour entire technology
OwnershipYou manage themProject ends, they leaveWe take command & run it
Data & trackingNot their jobRarely connectedCentralized, one source of truth
MeasurementNoneActivity reportsClear KPIs, data-driven
AIA single toolBolt-on, if anyBuilt into how you operate
Accountable for ROINoFor deliverablesFor the business outcome
RelationshipTransactionalRetainer for tasksLong-term partner (often years)
The Command Loop

How we take over the chaos — and keep tightening it.

Not a project with an end. It runs as a continuous loop — audit, build, run, measure — and every learning feeds back in, the way you'd engineer any system that has to keep getting better. Tap a stage.

Receipts

We build and run the technology behind $15M+ in sales.

Across pharmacy, health, media, and commerce, we build and operate the systems these businesses run on day to day. Client specifics stay private — here's the work.

One
search
Flagship · The HighWire — media & streaming platform
We made a decade of video searchable by what's said in it
A years-deep video archive that was a dead library — you could match a title, but never find the moment a topic actually came up. We built the AI engine that surfaces the exact segment on any subject in one search, and keeps itself current every hour with no one lifting a finger.
Read the case study →
Publishable
A full peptide library turned into a complete, sellable AI-built academy — courses live, every lesson fact-checked against cited scientific sources, so it's safe to publish in a regulated field.
Pepteon · science education
Read the case study →
End-to-end
A steady flow of low-cost leads feeding an online store and a wholesale book across dozens of clinics — the ad engine, the storefront, and the pipeline, all built and run by us.
Ageless Peps · wholesale commerce
Read the case study →
Always-on
A steady stream of qualified, low-cost leads from an always-on pharmacy acquisition engine — running non-stop since 2023, with no campaign babysitting.
VooyFarma · cross-border pharmacy
Read the case study →
Seconds
to get a sourced answer from thousands of private documents staff used to dig through by hand — two production copilots live, every answer cited, never invented.
AI copilots over private data
Read the case study →
The front door

The AI Money-Leak Audit

We inspect your stack and hand you a costed map of exactly where you're losing money — ranked by dollar impact, with named fixes. Yours to keep, whether or not we ever work together. It's also how the partnership starts: audit first, then we build and run it.

  • Every leak found and ranked by $ impact
  • Named fixes, not generic best-practice lists
  • Quick wins you can run yourself, at $0
  • A 30-minute walkthrough with the founder
A paid engagement — credited in full if we go on to build.
Book a strategy call
No-risk guarantee. If the audit doesn't name leaks worth more than it costs, you owe nothing and keep the roadmap. No pitch unless we find real money.
Daria Pechaiko — Founder of Virtu Digital
Who's behind this

Daria Pechaiko

Founder · Virtu Digital

I founded Virtu Digital in 2017 — building platforms, apps, and ad systems, and now the AI that runs them. But this is no one-person shop: behind me is a full team of specialists, and each specialist runs their own agentic AI teams. That's how a boutique delivers like a full agency — human expertise, multiplied by AI, owning your entire technology. Clients hand us everything and keep us for years — across health, pharmacy, automotive, and travel, from TheHighwire to Vooyfarma, BrainIQ, Pepteon, AgelessPep, GLP1 FastMelts, Cambiauto, and Vooydestinations.

Questions you were going to ask

Straight answers.

Can't I just use ChatGPT to find this?

A generic prompt gives you a best-practice checklist. Our audit inspects your actual stack — tracking, data flows, tools, spend, and where they leak — and ranks the findings in dollars, with named fixes. Different thing entirely.

Why one partner instead of specialists for each thing?

Because the leaks live in the gaps between vendors — the tools that don't talk, the data no one owns, the ROI no one is accountable for. One partner who runs all of it is the only way those gaps close.

What if the audit doesn't find anything worth it?

Then you pay nothing and keep the roadmap. Every audit we run surfaces real, addressable leaks — but the guarantee is yours regardless.

Do I have to buy build services after?

No. The audit is self-contained. Plenty of clients take the roadmap and run it themselves — that's fine.

How is this different from a consulting engagement?

The audit is fast and fixed — a costed map in days. Consulting is custom scope over weeks. The audit is how we start; the partnership is where we take over and run it.

See exactly where your business is leaking money.

Book a strategy call. We'll show you the leaks and hand you a plan to close them — whether or not we end up running it.

30 minutes with the founder — you'll leave with the leak map, whether or not we work together.

Losing money to tech chaos?Book a call