Empiric, Inc.
Empiric AI builds bespoke AI infrastructure — sovereign, institutional, enterprise, and industrial — for governments, financial institutions, global brands, and physical-world operators, delivering through direct, quote-based engagements.
- Company typePrivate
- Founded2020
- HeadquartersSan Francisco, United States
- Headcount1–10
- GTM typeB2B
- OfferingServices
What Empiric, Inc. does
Empiric, Inc. (trading as Empiric AI; legal entity Empiric Strategies Pte Ltd, incorporated in Singapore) builds bespoke AI infrastructure for sovereign governments, financial institutions, global brands, and industrial operators. The firm is organized around four practice areas — Sovereign AI, Institutional AI, Enterprise AI, and Industrial AI — and delivers through a three-phase engagement model (Strategy, Delivery, Operations) in which the same engineers who shape strategy also build the system. Rather than a productized platform, every engagement is a custom mandate governed by separate written agreements and priced on a quote basis; reference deployments include a national sustainability tracking platform monitoring $150M across 27 initiatives, an AI investment-committee member reviewing 150+ motions across 90 risk dimensions for a $4B-AUM family office, an $8B-TAM financial modeling engine for a luxury brand's new-market entry, and an end-to-end supply chain platform integrating 80 suppliers and tracking $300M in catalog value.
The underlying technology architecture treats AI models as interchangeable components rather than foundational dependencies, with systems deployed on client infrastructure (on-premise, private cloud, or hybrid) using client-controlled keys and configurable data residency across EU, US, UK, GCC, and APAC jurisdictions. The stack emphasizes governance, audit trails, evaluation harnesses, and documentation, with full reasoning shown for every recommendation; this is positioned as infrastructure designed to absorb model and vendor changes rather than be broken by them. Compliance frameworks — SOC 2, ISO 27001, HIPAA, GDPR — are designed into the system from inception, with quarterly live-system reviews.
Empiric generates revenue through enterprise AI infrastructure services billed as managed services and professional services. Go-to-market is exclusively direct enterprise field sales, initiated through a thirty-minute confidential briefing conversation, with no channel partners, resellers, or self-serve distribution. The firm operates from Singapore (registered headquarters), Dubai (Emirates Towers, DIFC, regional Gulf headquarters), and Hong Kong, and reports $12.4B under decision-intelligence systems, 37 production mandates since 2019, 94% client retention beyond first engagement, and a customer roster that includes BMW, Gucci, Versace, Porsche, Red Bull, Starbucks, DAMAC, and Dunkin'.
Empiric, Inc. firmographics
Firmographics- Name
- Empiric, Inc.
- Legal name
- Empiric Strategies Pte Ltd
- Website
- https://empiric.io
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Empiric AI builds bespoke AI infrastructure — sovereign, institutional, enterprise, and industrial — for governments, financial institutions, global brands, and physical-world operators, delivering through direct, quote-based engagements.
- Ownership category
- akta.pro rank
Empiric, Inc. industry classification
Industry- Product category
- AI Infrastructure Services
- NAICS
- Computer Systems Design Services (541512), Computer Systems Design and Related Services (5415)
- SIC
- Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industries
- Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies) (HDAEANAE), AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG)
Keywords
Where Empiric, Inc. is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices3 records
Markets served
Empiric, Inc. business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Operations, Technology or R&D, Marketing or Sales, Others
Revenue model
- Enterprise AI Infrastructure Services: Custom AI infrastructure engagements for sovereign, institutional, enterprise, and industrial clients. Engagements begin with strategic assessment, proceed through delivery and integration, and include operational support post-launch. Revenue derived from professional services and managed services associated with building and operating custom AI systems. Engagements are governed by separate written agreements.
Go-to-market motion1 record
Distribution channels1 record
Marketing channels3 records
Empiric, Inc. product offering
Product offeringCore offering
Empiric builds AI as durable, inheritable infrastructure for sovereign governments, banks and family offices, global brands, and industrial operators, delivering bespoke mandates that integrate data, workflow logic, governance, evaluation harnesses, and operational layers. Engagements run through three phases — Strategy, Delivery, and Operations — and are organized around four practice areas: Sovereign AI, Institutional AI, Enterprise AI, and Industrial AI. Systems are deployed on client infrastructure (on-premise, private cloud, or hybrid) with client-controlled keys and configurable data residency across EU, US, UK, GCC, and APAC jurisdictions.
Product overview
Empiric AI operates as a single unified AI services company organized around four practice areas: Sovereign AI, Institutional AI, Enterprise AI, and Industrial AI. Rather than a productized platform, Empiric delivers bespoke AI mandates tailored to each client's specific requirements. The company's engagement approach follows three phases—Strategy, Delivery, and Operations—where engineers who shaped the strategy also build the system. Each practice area targets a distinct market segment: governments and ministries (Sovereign AI), banks and family offices (Institutional AI), global brands (Enterprise AI), and infrastructure/logistics operators (Industrial AI). Client work includes national sustainability tracking platforms, AI investment committee members, financial modeling engines for market entry, and global supply chain visibility platforms.
Differentiator
Problem solved
Functional benefit
Products and services
- Sovereign AI Bespoke AI infrastructure mandate for governments, ministries, and state-owned enterprises, designed around national platforms for tracking and verifying state-funded initiatives. Engagements are delivered on the client's terms — on-premise, private cloud, or hybrid — with data residency managed to national jurisdictions and built against SOC 2, ISO 27001, HIPAA, and GDPR frameworks.
- Institutional AI Bespoke AI infrastructure mandate for banks, family offices, and regulated capital institutions, built so that every decision is defensible and every model is audit-ready. Engagements include AI investment committee members and continuous risk-review systems across large motion counts, with full reasoning shown for every recommendation.
- Enterprise AI Bespoke AI infrastructure mandate for global brands, maisons, and marques operating at scale where the brand is the primary asset. Engagements centre on financial modeling engines, supply/distribution/demand modeling, and brand-asset optimization for new-market entry and other defensible strategic decisions.
- Industrial AI Bespoke AI infrastructure mandate for infrastructure, energy, logistics, and grid operators requiring AI built for the physical world and engineered for scale. Engagements deliver end-to-end supply chain visibility platforms, real-time disruption monitoring across multiple categories, and downstream impact modeling to protect customer commitments.
Quantifiable outcome
- US$12.4bn under decision-intelligence systems
- +7 more outcomes
Companies that use Empiric, Inc.
Customer profileNamed customers12 records
Segments4 records
Ideal customer profiles4 records
Empiric, Inc. technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability11 records
Feature4 records
Empiric, Inc. partnerships and signals
Strategic signalScale indicators5 records
Recent moves5 records
Expansion highlights4 records
Empiric, Inc. competitors and assessment
Company assessmentDirect peers
- C3.ai: Enterprise AI platform and applications company delivering bespoke AI systems to large enterprises and government agencies; comparable in custom-model-deployment orientation and target buyer (Fortune 500 / public sector), though more productized than Empiric's services model.
- Scale AI: Provides AI infrastructure, evaluation, and deployment services to enterprises, governments, and frontier-model builders; comparable in custom AI system delivery to sophisticated institutional buyers, though Scale leans more toward data/evaluation than governance-and-audit positioning.
- H2O.ai: Enterprise AI platform with strong regulated-industry (banking, insurance, healthcare) footprint and open-source model deployment options; comparable in serving audit-sensitive buyers and offering on-premise deployment models.
- Palantir Technologies: Builds data and AI infrastructure (Foundry, Gotham) for governments, financial institutions, and large enterprises with an emphasis on auditability, deployment on client infrastructure, and regulated-industry use cases — the closest functional analogue to Empiric's sovereign and institutional AI practices.
- DataRobot: Enterprise AI/ML platform with deep deployment and lifecycle management capabilities for regulated industries; comparable in serving institutions that need auditable, governed AI deployments across their data estate.
Broad incumbents
- BCG Gamma: BCG's data science and AI consulting practice serving large enterprises globally; comparable in high-touch custom AI delivery to strategic buyers, with a similar investment-committee / decision-support narrative.
- IBM watsonx: IBM's enterprise AI platform and consulting arm targeting regulated industries (banking, government, healthcare) with strong governance and audit positioning; competes for the same institutional AI budgets via a broader product-plus-services offering.
- Accenture: Global professional services firm with a large dedicated AI practice (Accenture AI, including acquisitions like Mudano) serving exactly the same Fortune 500 / regulated-buyer segment as Empiric; competes on global delivery scale rather than architectural differentiation.
- QuantumBlack (McKinsey): McKinsey's AI and analytics arm, delivering custom decision-intelligence and AI infrastructure to C-suite buyers in financial services, luxury, and industrials — overlaps Empiric's enterprise-AI practice area at the strategy-to-delivery interface.
Emerging players
- Faculty AI: UK-based applied AI services firm building decision-support and forecasting systems for regulated enterprises and government; closely comparable in custom-AI-for-institutions positioning and 'AI as decision infrastructure' narrative, though smaller and Europe-focused.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Empiric, Inc. social profiles
Digital presenceEmpiric, Inc. compliance and trust
Trust signalCompliance4 records
Empiric, Inc. financial estimates
Financial estimateRevenue estimate
Valuation estimate
Empiric, Inc. leadership team
Management profileNumber of profiles
Profiles4 records
Empiric, Inc. funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Empiric, Inc. M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Empiric, Inc.
What does Empiric, Inc. do?
Empiric builds AI as durable, inheritable infrastructure for sovereign governments, banks and family offices, global brands, and industrial operators, delivering bespoke mandates that integrate data, workflow logic, governance, evaluation harnesses, and operational layers. Engagements run through three phases — Strategy, Delivery, and Operations — and are organized around four practice areas: Sovereign AI, Institutional AI, Enterprise AI, and Industrial AI. Systems are deployed on client infrastructure (on-premise, private cloud, or hybrid) with client-controlled keys and configurable data residency across EU, US, UK, GCC, and APAC jurisdictions.
Is Empiric, Inc. a public or private company?
Empiric, Inc. is a private company. It is classified as unknown and is currently operating.
When was Empiric, Inc. founded?
Empiric, Inc. was founded in 2020. It employs 1 to 10 people.
Where is Empiric, Inc. based?
Empiric, Inc. is headquartered in San Francisco, United States, in the North America region.
How does Empiric, Inc. make money?
One revenue line is on record: enterprise AI Infrastructure Services.
Who are Empiric, Inc.'s main competitors?
Direct peers on record are C3.ai, Scale AI, H2O.ai, Palantir Technologies and DataRobot. Broad incumbents are BCG Gamma, IBM watsonx, Accenture and QuantumBlack (McKinsey). Faculty AI is listed as an emerging player.
Does Empiric, Inc. have an API?
No public API is recorded for Empiric, Inc..
What industry is Empiric, Inc. in?
Empiric, Inc.'s product category is AI Infrastructure Services. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of HDAEANAE, Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies). Its NAICS code is 541512 and its SIC code is 7373.