DwellFi
DwellFi builds a sovereign, AI-native operating system for alternative-asset fund operations — deterministic AI agents that automate capital calls, NAV close, reconciliations and investor reporting inside the customer's own cloud. It serves fund administrators, private equity, hedge, private credit, family offices and sovereign investors globally.
- Company typePrivate
- Founded2022
- HeadquartersPalo Alto, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What DwellFi does
DwellFi, Inc. is a California-based vertical AI software company founded in 2022 that builds the "Sovereign Agentic OS for fund operations" — an AI-native operating system targeting alternative-asset fund administration, private equity, venture capital, hedge funds, private credit, asset managers, family offices, sovereign wealth funds, pension funds, endowments and secondaries. The platform combines five composable primitives (Org Members, AI-Native File System, AI Tables, AI Agents, AI Skills) on top of an LLM-agnostic and cloud-agnostic stack, with deterministic AI agents that compile math to code and cross-validate numerical outputs across multiple frontier and open-source models before any number reaches a human reviewer.
The core technical differentiators are single-tenant deployment inside the customer's own cloud and region (AWS, GCP, Azure, Oracle or on-prem/air-gapped), indexed-in-place integration with the customer's existing ledger, CRM and communications via API/CLI/MCP without replatforming, and per-fund agent code generation that encodes side letters, waterfalls and fee terms rather than forcing funds to bend to a shared vertical SaaS product. DwellFi ships 12 named workflows (Capital Calls, NAV Close, Reconciliations, Distributions, Investor Reporting, K-1 Generation, Investor Onboarding/KYC, Form PF/Form ADV, Fee & Waterfall, Audit Prep, Fund Migrations, Custom Workflows), an authenticated chat/developer portal at chat.app.dwellfi.io, and a Trust Center hosting a SOC 2 Type II report.
The business model is enterprise B2B SaaS sold under customer-specific Order Forms and Statements of Work, billed monthly with multi-year contracts; revenue streams include recurring subscription fees, deployment/managed-services revenue tied to a customer SLA, and professional services for onboarding, KYC/AML verification and fund-conversion work. Go-to-market is sales-led enterprise field sales with a Cal.com demo funnel and proof-of-value pilots kicked off in under a week, complemented by a flagship TMF Group strategic partnership covering 87 jurisdictions and a regional GCC presence run from a Dubai DIFC office with a dedicated Regional Head. Named customers include TMF Group, Reliant Fund Services, Verivest, Phoenix Fund Services and Paddock Capital Markets; the company has raised $3 million in seed funding (May 2024) and operates from Palo Alto, NJ, Dubai and India with a small founder-led team.
DwellFi firmographics
Firmographics- Name
- DwellFi
- Legal name
- DwellFi, Inc.
- Website
- https://dwellfi.ai
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- DwellFi builds a sovereign, AI-native operating system for alternative-asset fund operations — deterministic AI agents that automate capital calls, NAV close, reconciliations and investor reporting inside the customer's own cloud. It serves fund administrators, private equity, hedge, private credit, family offices and sovereign investors globally.
- Ownership category
- akta.pro rank
DwellFi industry classification
Industry- Product category
- Fund Operations Software
- NAICS
- Computer Systems Design Services (541512), Computer Systems Design and Related Services (54151), Computer Systems Design and Related Services (5415)
- SIC
- Services-Computer Integrated Systems Design (7373), Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC)
- akta.pro secondary industries
- MLOps/LLMOps & Model Lifecycle Management Services (BPAEAHAH), IT Incident, Problem & Change Management Platforms (HDAEALAI), IT Asset Lifecycle Services (Procure-to-Retire) (BPAEAOAF)
Keywords
Where DwellFi is headquartered
LocationHeadquarters
- HQ city
- Palo Alto
- HQ country
- United States
- HQ region
- North America
Offices6 records
Markets served
DwellFi business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- Subscription / Order Form Fees: Customers pay the 'then applicable fees described in our specific Order Form or Statement of Work for the Services.' Invoiced monthly with payment due 30 days after mailing; unpaid amounts accrue finance charges up to the legal maximum. This is the primary contracted recurring revenue stream.
- Enterprise / Managed Services Deployment: Deployment into customer-owned infrastructure (their cloud account, their encryption keys, their region) is part of the contracted service; DwellFi's role is to provide the AI platform plus support/maintenance against an SLA, with security/compliance (SOC 2 Type II) bundled.
- Professional / Implementation Services: Customer onboarding includes KYC/AML verification, fund conversion and migration work (e.g., moving funds off prior administrators with reconciled opening balances) and ongoing configuration of per-fund agents — billed under the same Order Form / SOW.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Quote-based enterprise contract (Order Form / SOW) |
Go-to-market motion4 records
Distribution channels5 records
Marketing channels8 records
DwellFi product offering
Product offeringCore offering
DwellFi builds and sells the "Sovereign Agentic OS for fund operations," a five-layer AI-native software platform that runs as a single-tenant deployment inside the customer's own cloud and region. Deterministic AI agents, AI Tables with cited lineage and an LLM-agnostic model layer automate fund-operations workflows such as capital calls, NAV close, reconciliations, distributions, K-1 generation, investor onboarding, fee and waterfall, regulatory filings, audit prep and fund migrations. The platform is sold as a quote-based enterprise subscription bundled with implementation, configuration of per-fund agents and ongoing maintenance under customer-specific Order Forms or Statements of Work.
Product overview
DwellFi offers a single unified platform — the "Sovereign Agentic OS for fund operations" — composed of named OS primitives (Org Members, AI-Native File System, AI Tables, AI Agents, AI Skills) layered on top of an LLM-agnostic, cloud-agnostic stack. On top of this core platform, DwellFi ships a set of fund-operations workflows (Capital Calls, NAV Close, Reconciliations, Distributions, Investor Reporting, K-1 Generation, Investor Onboarding, Form PF/Form ADV, Fee & Waterfall, Audit Prep, Fund Migrations, Custom Workflows) accessible through a chat portal and developer console. A Trust Center (trust.dwell.fi) hosts the SOC 2 Type II report and supporting security documentation.
Differentiator
Problem solved
Functional benefit
Products and services
- Sovereign Agentic OS for fund operations DwellFi's flagship AI-native operating system for fund operations. It combines a sovereign single-tenant deployment model with deterministic AI agents and five composable OS primitives (Org Members, AI-Native File System, AI Tables, AI Agents, AI Skills) on an LLM-agnostic, cloud-agnostic stack. Sold to fund administrators, PE/VC, hedge funds, private credit, family offices, sovereign wealth funds, pension funds and endowments as a quote-based enterprise subscription bundled with implementation and ongoing maintenance.
Quantifiable outcome
- Replaces $20M+ in annual operations headcount with $1-2M annual investment (cited as the typical ROI of a vertical AI deployment for fund administration).
- +5 more outcomes
Companies that use DwellFi
Customer profileNamed customers5 records
Segments9 records
Ideal customer profiles3 records
DwellFi technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration13 records
AI capability12 records
Feature8 records
DwellFi partnerships and signals
Strategic signalPartnerships
14 partnerships are on record, tiered flagship / core, core (deployment surface), core (llm model partner), core (open-source model partner), major integration (custodian), major integration (accounting platform) and major integration (lp records).
- TMF Groupflagship / coreTMF Group, a global fund services provider operating across 87 jurisdictions, selected DwellFi as its strategic AI partner. The partnership deploys DwellFi's Sovereign Agentic OS across TMF Group's global fund-services operations, automating routine fund administration processes while preserving data sovereignty and compliance. It is positioned to offer institutional-grade AI automation to TMF Group's institutional client base without replacing existing infrastructure.
- Amazon Web Services (AWS)core (deployment surface)Listed as a supported deployment surface on the Platform page — DwellFi can be deployed on AWS, including in customer-chosen regions (EU, UK, Singapore, US, GCC).
- Microsoft Azurecore (deployment surface)Listed as a supported cloud deployment surface on the Platform page.
- Google Cloud Platform (GCP)core (deployment surface)Listed as a supported cloud deployment surface on the Platform page.
- Oracle Cloudcore (deployment surface)Listed as a supported infrastructure surface on the Platform page ('AWS · GCP · Azure · Oracle · your data center').
- Anthropic (Claude)core (llm model partner)Claude is one of the frontier models in DwellFi's LLM-agnostic model pool, used for cross-validation of deterministic calculations and for routing reasoning-heavy tasks.
- OpenAI (GPT / GPT-4o)core (llm model partner)OpenAI GPT/GPT-4o is one of the frontier models in DwellFi's LLM-agnostic model pool, benchmarked continuously and routed to per workload.
- Google (Gemini)core (llm model partner)Google Gemini is one of the frontier models in DwellFi's LLM-agnostic model pool, used in cross-validation of NAV figures and other deterministic outputs.
- Meta (Llama)core (open-source model partner)Meta's Llama family is part of DwellFi's model pool alongside frontier and open-source models.
- Mistral AIcore (open-source model partner)Mistral AI is part of DwellFi's model pool, included alongside frontier and open-source models for continuous-benchmark routing.
- DeepSeekcore (open-source model partner)DeepSeek is listed as one of the open-source models in DwellFi's LLM-agnostic model layer.
- BNY Mellonmajor integration (custodian)Cited on the homepage as an example 'Connected source' that DwellFi integrates with — 'BNY Mellon Custodian ✓Connected' — alongside Geneva (accounting) and Investran (LP records).
- Geneva (accounting system)major integration (accounting platform)Listed as a 'Connected source' example on the homepage — DwellFi integrates with Geneva for accounting data alongside BNY Mellon (custodian) and Investran (LP records).
- Investranmajor integration (lp records)Listed as a 'Connected source' example on the homepage — DwellFi integrates with Investran for LP records.
Scale indicators10 records
Recent moves6 records
Expansion highlights6 records
DwellFi competitors and assessment
Company assessmentDirect peers
- Canoe Intelligence: AI-native platform that automates alternative-investment document and data workflows for fund managers, allocators and fund administrators. Most directly comparable vertical AI for the alt-investment back office that DwellFi targets.
- 73 Strings: AI-powered data extraction and monitoring platform built for private-market GPs, LPs and fund administrators. Competes head-to-head with DwellFi on automating unstructured document processing across LPAs, side letters and quarterly statements.
- BlueFlame AI: Vertical AI platform purpose-built for investment managers, alternative asset managers and allocators. Targets the same workflow-modernization pain points (capital calls, reporting, document analysis) as DwellFi inside hedge funds and alts shops.
- Allvue Systems: Software platform serving PE, VC, credit and fund administration workflows including fund accounting, investor reporting and waterfall. Closest incumbent SaaS for the workflows DwellFi is automating, and a likely 'good enough' competitive threat.
Broad incumbents
- SS&C Technologies (Advent / Geneva): Large incumbent vendor whose Advent and Geneva products already sit at the core of fund accounting and reporting for many DwellFi target customers. Embeds AI features into an installed base that dwarfs DwellFi's footprint.
- BlackRock (Aladdin / eFront): BlackRock's Aladdin platform and the eFront alternative-investment suite together form the largest institutional investment-and-operations technology footprint. Represents the upper bound of competitive pressure on a vertical AI entrant in alts ops.
- Broadridge Financial Solutions: Provides post-trade, data and analytics infrastructure used across asset management and fund administration. Adjacent incumbent that could extend AI capabilities into DwellFi's workflows from an installed-base position.
Emerging players
- Rogo: Generative-AI platform built specifically for financial-services workflows at banks, asset managers and PE firms. Competes for the same 'AI-native OS for finance' narrative, with broader horizontal scope than DwellFi's fund-ops vertical.
- Hebbia: AI knowledge worker for financial services, deployed at asset managers and financial institutions to automate complex document analysis. Comparable in capability (LLM-orchestrated analysis of large financial documents) but horizontal across finance rather than fund-ops-specific.
- Auquan: AI platform that automates due diligence, ESG monitoring and other knowledge workflows for financial institutions, including asset managers and fund services. An emerging vertical-AI peer that overlaps DwellFi on workflow automation inside finance.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
DwellFi social profiles
Digital presenceDwellFi compliance and trust
Trust signalCompliance5 records
DwellFi financial estimates
Financial estimateRevenue estimate
Valuation estimate
DwellFi leadership team
Management profileNumber of profiles
Profiles7 records
DwellFi funding detail
Funding detailFunding overview
Funding rounds3 records
Investors5 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
DwellFi 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 DwellFi
What does DwellFi do?
DwellFi builds and sells the "Sovereign Agentic OS for fund operations," a five-layer AI-native software platform that runs as a single-tenant deployment inside the customer's own cloud and region. Deterministic AI agents, AI Tables with cited lineage and an LLM-agnostic model layer automate fund-operations workflows such as capital calls, NAV close, reconciliations, distributions, K-1 generation, investor onboarding, fee and waterfall, regulatory filings, audit prep and fund migrations. The platform is sold as a quote-based enterprise subscription bundled with implementation, configuration of per-fund agents and ongoing maintenance under customer-specific Order Forms or Statements of Work.
Is DwellFi a public or private company?
DwellFi is a private company. It is classified as venture growth investor backed and is currently operating.
When was DwellFi founded?
DwellFi was founded in 2022. It employs 11 to 50 people.
Where is DwellFi based?
DwellFi is headquartered in Palo Alto, United States, in the North America region.
How does DwellFi make money?
Three revenue lines are on record. Subscription / Order Form Fees are the primary driver. The others are enterprise / Managed Services Deployment and professional / Implementation Services.
Who are DwellFi's main competitors?
Direct peers on record are Canoe Intelligence, 73 Strings, BlueFlame AI and Allvue Systems. Broad incumbents are SS&C Technologies (Advent / Geneva), BlackRock (Aladdin / eFront) and Broadridge Financial Solutions. Emerging players are Rogo, Hebbia and Auquan.
Does DwellFi have an API?
Yes. DwellFi exposes an API that allows customers to interact with the platform. The homepage states the platform works "Through API, CLI, or MCP" against the customer's existing ledger, CRM, documents, and communications. A developer console is included as Layer 1 of the architecture stack ("Access · Chat portal · Developer console"). Backend services are built with FastAPI (Python). No public documentation URL or sandbox details are published; access appears to be enterprise/customer-facing.
What industry is DwellFi in?
DwellFi's product category is Fund Operations Software. Its primary akta.pro industry code is HDAEANAC, Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem), with a secondary code of BPAEAHAH, MLOps/LLMOps & Model Lifecycle Management Services. Its NAICS code is 541512 and its SIC code is 7373.