// portfolio · v.2026
3 families 23 products · all pre-revenue
// Retail decision intelligence

SHEPORD Portfolio .

Retail teams should not have to choose between moving fast and staying in control. This family turns trusted evidence into better decisions, accountable action and measurable outcomes — while keeping people responsible for what matters.

// Decision runtime

SHEPORD

Turn every decision into accountable action. SHEPORD gives AI room to act only where it has earned trust — and keeps people firmly in control.

  • For Retail chains, FMCG suppliers and logistics-heavy operators — decision and operations leadership.
  • Status MVP ready for pilot validation: the decision engine and human-in-the-loop gates are implemented, with production read-back as the next integration milestone.
  • Family SHEPORD Portfolio
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// Proactive data-driven management

DecidRA

Your business should not have to wait until someone asks the right question. DecidRA finds what needs attention, explains why and helps teams move from signal to action.

  • For Retailers first, then FMCG and logistics — category managers, commercial directors, operations leads.
  • Status MVP ready for pilot validation: governed monitoring, diagnosis, decision journal and retail report packs are implemented; runtime handoff is the next milestone.
  • Family SHEPORD Portfolio
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// Decision studio

BoardRA

Great decisions should not disappear inside meetings, spreadsheets and people’s heads. BoardRA turns how your best teams decide into a system the whole organization can trust and improve.

  • For Retail decision owners and transformation teams formalizing how their organization decides.
  • Status MVP ready for design-partner validation: the decision-mining workspace and package logic are implemented; governed runtime activation is the next milestone.
  • Family SHEPORD Portfolio
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// Data & measurement

RETILYX

When every team has a different number, no one can move with confidence. RETILYX gives your business one governed foundation for data, measurement and decisions.

  • For Retail data and analytics leadership that needs governed, explainable KPIs rather than another dashboard.
  • Status MVP ready for governed data pilots: the lakehouse and KPI services are implemented; access-control evidence and decision read-back are the next milestones.
  • Family SHEPORD Portfolio
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// Evidence-backed explanation

INSIVIO

Ask your business a question and get an answer you can trust. INSIVIO brings people closer to verified evidence — and says honestly when the evidence is not there.

  • For Business users in retail organizations who need explanations without SQL and without hallucinated numbers.
  • Status Early MVP ready for evidence-coverage validation: guarded conversational access and data-platform contracts are implemented; broader governed evidence coverage is the next milestone.
  • Family SHEPORD Portfolio
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// Reference & substrate

RetailAsset

Your products should speak the same retail language. RetailAsset gives every system a shared map of concepts, KPIs and processes, so meaning never gets lost between teams.

  • For Internal foundation of the SHEPORD Portfolio; externally relevant to enterprises standardizing retail semantics.
  • Status MVP ready as the reference foundation: versioned retail capability and ontology snapshots are implemented; downstream boundary standardization is the next milestone.
  • Family SHEPORD Portfolio
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// Inventory advisor

DeadStock

Inventory should create opportunity, not quietly trap capital. DeadStock helps buyers see risk earlier, choose smarter replenishment and stay in control of every order.

  • For E-commerce and retail buyers responsible for inventory capital.
  • Status Hosted beta ready for buyer validation, with intermittent-demand forecasting and trust gates; paid pilot evidence is the next milestone.
  • Family SHEPORD Portfolio
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// Operating diagnostics

stratifyx

You should not need a consulting team to understand what is hurting your business. stratifyx finds the real causes, ranks what matters and shows you where to start.

  • For SMB retailers and marketplace sellers without an analytics team.
  • Status Early MVP ready for design-partner validation: the KPI Atlas and diagnostic methodology core are implemented; founder inputs and pilot packaging are next.
  • Family SHEPORD Portfolio
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// Research · B2B & B2C

CustomerDigitalTwin

Your customers should not have to become the experiment. CustomerDigitalTwin lets teams rehearse pricing, assortment and campaigns before real people feel the consequences.

  • For Product, pricing and marketing teams that test decisions on customers today and would rather rehearse first.
  • Status MVP ready for decision-outcome validation, with survey scoring, difference-in-differences methods and segment twins implemented; investor materials are prepared.
  • Family SHEPORD Portfolio
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// Agents for work

AI Workforce .

People should not have to reshape themselves around AI. Operstead gives humans and agents a shared place to work, while the family helps people delegate, preserve knowledge, find the right capabilities and navigate change with confidence.

// Human-agent work environment

Operstead

The enterprise environment where people and AI agents work as one team. Operstead turns goals into governed workflows, keeps responsibility clear and makes every result visible.

  • For Teams bringing people and AI agents together across governed business workflows.
  • Status Platform architecture ready: technology choices, specifications and research are complete, with an internal runtime prototype; the first unified platform release is the next milestone.
  • Family AI Workforce
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// Seller-ops agents

AgentHire

Sellers should spend their time growing the business, not feeding marketplaces. AgentHire takes on repetitive content and review work — and shows exactly what it changed.

  • For Marketplace sellers on Wildberries and Ozon; agencies managing seller accounts.
  • Status MVP ready for paid pilots, with marketplace parsers, a proof engine, scheduler and 163 automated tests; commercial validation is the next milestone.
  • Family AI Workforce
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// Agent advisor

AgentForMe

You define the goal. We provide the perfect AI harness — no model-selection fatigue, no subscription bloat and no fear of missing or choosing the wrong skills.

  • For Knowledge workers and teams deciding which parts of their work to delegate to agents.
  • Status MVP ready for launch validation, with a working advisor, 950+ skill registry and evaluation arena; ICP and pricing validation are the next milestones.
  • Family AI Workforce
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// Career impact assessment

WillAIReplaceMe

Career change is hard enough without fear and headlines. WillAIReplaceMe shows how AI may reshape your actual tasks — so you can prepare with clarity, not anxiety.

  • For Consumers (B2C): professionals assessing AI exposure of their career.
  • Status Launch-ready product across Telegram and web; public demand and go-to-market validation are the next milestones.
  • Family AI Workforce
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// Workforce task graph

AllJobs

To understand the future of work, start with the work itself. AllJobs maps 4,000+ professions into tasks and skills, revealing where AI can help, transform or take over.

  • For Internal data backbone for AIWorkforce products; relevant to researchers and builders of workforce tools.
  • Status Data platform ready for portfolio use: workforce graph, automation scoring and API/Parquet/DuckDB surfaces are implemented; formal AIWorkforce consumption is next.
  • Family AI Workforce
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// Team memory

Deputed

When someone leaves, their judgment should not leave with them. Deputed preserves how people work, communicate and decide — so teams keep the knowledge that makes them exceptional.

  • For Teams that lose critical knowledge when a colleague leaves, hands over, or is simply unavailable.
  • Status Prototype ready with working source connectors and retained as an AIWorkforce portfolio option; packaging follows lead-product validation.
  • Family AI Workforce
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// Hiring & matching

Recruiter 2.0

People are more than keywords, and roles are more than job descriptions. Recruiter 2.0 matches real capabilities to real work, helping both sides find a better fit.

  • For Recruiters and hiring teams (when resumed).
  • Status MVP ready with 141 automated tests and retained for reactivation after workforce-product demand validation.
  • Family AI Workforce
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// Workforce transformation

Outless

Outsourcing should not mean losing visibility or control. Outless helps companies move defined work to AI agents with clear standards, human approval and proof of every result.

  • For Operations leaders who currently buy outsourced business processes (when developed).
  • Status Investment concept and product design are documented; implementation is gated by portfolio demand signals.
  • Family AI Workforce
Product page
// GenAI maturity benchmark

AI Guru

AI adoption should feel like progress, not pressure. AI Guru shows how AI is already changing your work, where value is being missed and what practical step to take next.

  • For Knowledge workers and team leads assessing their real AI adoption (when resumed).
  • Status Runnable prototype retained as a portfolio option; the next step is a founder activation or archive decision.
  • Family AI Workforce
Product page
// AgraPlace ecosystem

Agentic Commerce .

Commerce should become more helpful as AI agents enter it, not more opaque. These products help merchants become agent-ready and help customers make difficult choices with confidence, while protecting the trust that holds both sides together.

// Commerce network core

AgraPlace

AI agents are becoming buyers. AgraPlace helps merchants meet them with catalogs they can understand, offers they can evaluate and purchases people can still approve with confidence.

  • For Merchants and marketplaces preparing for agent-driven purchasing; the B2B master brand of the commerce line.
  • Status MVP ready for merchant pilots, proven through bounded end-to-end runs on 500k+ SKU test catalogs and ~2,400 automated tests; live-channel validation is the next milestone.
  • Family Agentic Commerce
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// Consumer shopping advisor

Alvere

Navigating complex choices should not be hard. As the AI advisor for high-friction customer journeys, we cure choice paralysis and guide buyers to the perfect decision. Alvere does the heavy lifting so customers do not have to.

  • For Consumers (B2C, separate brand); merchants gain a consultative sales channel.
  • Status Live beta at alvere.ru, with the advisor core governed by an internal eval gate; conversion and merchant-economics validation is the next milestone.
  • Family Agentic Commerce
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// Vertical advisor · renovation

RoomCraft

Renovation should begin with possibility, not measurements, spreadsheets and doubt. RoomCraft turns a room photo into a plan, estimate, visualization and ready-to-buy cart.

  • For Consumers planning renovation; DIY retailers gain a guided-selling channel.
  • Status MVP ready for launch validation: the complete photo-to-plan-to-estimate-to-render workflow is implemented; retail partnerships are the next milestone.
  • Family Agentic Commerce
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// Merchant endpoint

MCP Commerce Server

Becoming ready for agentic commerce should not require rebuilding your business. MCP Commerce Server connects an existing catalog to AI agents in minutes, not months.

  • For Merchants who want the fastest path to agent-readiness without replatforming.
  • Status MVP ready for merchant installation: catalog, availability and purchase-link tools are implemented over MCP; production hardening is the next milestone.
  • Family Agentic Commerce
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// Brand & safety layer

Brand Voice Maker

Your brand should still sound like you, even when AI speaks at scale. Brand Voice Maker turns your voice into guardrails that keep every response recognizable, consistent and safe.

  • For Brands and merchants letting AI agents speak on their behalf.
  • Status MVP ready and retained as a portfolio option; activation follows the commerce line’s network and advisor priorities.
  • Family Agentic Commerce
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How value
compounds.

Each connection is a directional value exchange with an explicit implementation status, separating current capability from roadmap:

  • Implemented a working, versioned contract exists in code.
  • Partially implemented artifacts exist, the end-to-end loop is not closed.
  • Planned documented architecture and a future implementation milestone.

The retail decision loop

The SHEPORD Portfolio moves from governed evidence to decisions, execution and measurable outcomes; each connection shows its current contract maturity.

Workforce backbone

Operstead is the shared work environment; the AI Workforce family supplies its first workflows, datasets and evaluation cases.

Commerce rails

Agentic Commerce contains the portfolio’s established versioned cross-product boundary and an MVP-ready network core.

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