Jacobson & Associates
Jacobson & Associates is a bootstrapped Virginia Beach firm founded in 2003 that sells the patented DaMi2 predictive analytics engine to federal agencies (IBM, FDA, DeCA, USPS), and via resellers to retail, financial, and healthcare organizations.
- Company typePrivate
- Founded2003
- HeadquartersVirginia Beach, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Jacobson & Associates does
Jacobson & Associates, L.L.C. (J&A) is a privately held Virginia Beach-based predictive analytics firm founded in January 2003 by David L. Jacobson, inventor of the DaMi2 AI Analytics Engine, and his co-owner Faith Jacobson. Its flagship product is the patented DaMi2 engine, built on a proprietary Two-Phase Completion Genetic Algorithm that automatically generates, refines, and redeploys thousands of solution models, claims to operate two thousand times faster than conventional systems on identical hardware, and analyzes hundreds of factors simultaneously versus an industry standard of two to five. J&A delivers DaMi2 through a four-flavor autonomous analytical appliance line (Gold, Silver, Bronze, entry-level), a hosted PredictionCloud platform offered as IaaS or SaaS on monthly firm-fixed-price subscriptions, and supporting professional services, with results surfaced via an SSL-secured JnA ePortal.
J&A serves a vertical mix spanning healthcare, retail analytics, financial services, network operations, and federal agencies, with named customers and partners that include IBM (worldwide software development supplier since June 2007), the FDA (Computational Science IDIQ, June 2008), the Defense Commissary Agency (worldwide lane monitoring and help desk portal, November 2008), the United States Postal Service (active kiosk monitoring from February 2011), and an unnamed major value retailer (services from January 2012). Distribution combines direct field sales with two exclusive vertical resellers — DavenportArk Financial Services for the financial sector and DaMiNOMICS for retail and commercial real estate — and with federal procurement vehicles NITAAC CIO SP3 and ENCORE II.
Commercially, the company earns from one-time appliance license sales (with multi-year contracts and tiered technical-support add-ons), recurring PredictionCloud subscriptions, and implementation and consulting services. It has remained entirely bootstrapped since inception, with no external funding ever accepted and a headcount in the 1-10 range, concentrating execution capacity in the founding team.
Jacobson & Associates firmographics
Firmographics- Name
- Jacobson & Associates
- Legal name
- Jacobson & Associates, L.L.C.
- Website
- https://jacobsonassoc.com
- Company type
- Private
- Founded year
- 2003
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Jacobson & Associates is a bootstrapped Virginia Beach firm founded in 2003 that sells the patented DaMi2 predictive analytics engine to federal agencies (IBM, FDA, DeCA, USPS), and via resellers to retail, financial, and healthcare organizations.
- Ownership category
- akta.pro rank
Jacobson & Associates industry classification
Industry- Product category
- Predictive Analytics Software
- NAICS
- Custom Computer Programming Services (541511), Computer Systems Design Services (541512), Other Computer Related Services (541519)
- SIC
- Services-Computer Integrated Systems Design (7373), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Scenario Planning, Forecasting Platforms & Planning Intelligence (HDAAAHAL)
- akta.pro secondary industries
- Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH), Industry/Domain Analytics Solutions & Accelerators (BPAEAHAK)
Keywords
Where Jacobson & Associates is headquartered
LocationHeadquarters
- HQ city
- Virginia Beach
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Jacobson & Associates business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations
Revenue model
- DaMi2 Predictive Analytics Products: Sale of DaMi2 AI Analytics Engine as fully contained Autonomous Analytical Appliances, including software, hardware, and personalized configuration. Productized in four flavors (Gold, Silver, Bronze, and entry-level) based on complexity of questions to be answered. Technical support options (Gold, Silver, Bronze) available as add-ons.
- PredictionCloud IaaS (Information As A Service): Monthly firm fixed price (FFP) subscription for zero maintenance answer streams. Dedicated DaMi2 Engine managed and operated by J&A AI Engineers. Clients upload or securely connect source data, and DaMi2 develops, evolves, and maintains solution(s).
- PredictionCloud SaaS (Software As A Service): Personalized SaaS offering where J&A data scientists match appropriate DaMi2 Engine with customer's information goals. Subscriptions priced based on information demand and structured to suit customer requirements.
- Professional Services and Consulting: Implementation and consulting services focused on deploying highly disruptive DaMi2 technology to business challenges. Includes secure enclave establishment, data transport configuration, and personalized result rendering/visualization.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | PredictionCloud IaaS - Monthly fixed price subscription for managed analytics service |
| Subscription | Monthly | PredictionCloud SaaS - Personalized software service with J&A data scientist support |
| Unit Pricing | Multi-year contract | DaMi2 Appliance Product Line - Four flavors based on question complexity |
Go-to-market motion1 record
Distribution channels5 records
Marketing channels4 records
Jacobson & Associates product offering
Product offeringCore offering
Jacobson & Associates develops and sells the patented DaMi2 AI Analytics Engine, a high-capacity predictive analytics platform built on a proprietary Two-Phase Completion Genetic Algorithm architecture. The engine is delivered either as Autonomous Analytical Appliances in four flavors (Gold, Silver, Bronze, and entry-level) bundled with software, hardware, and personalized configuration, or via the DaMi2 PredictionCloud as managed IaaS or SaaS subscriptions. The offering is targeted at federal agencies and commercial enterprises that need to analyze hundreds of factors simultaneously and have their models self-adapt in near real time.
Product overview
Jacobson & Associates (J&A) offers a unified product portfolio centered on its patented DaMi2 AI Analytics Engine—a high-capacity autonomous predictive analytics system that self-adaptively generates and deploys thousands of solution models. The core engine is delivered in four flavors (Gold/Silver/Bronze tiers plus entry level) as contained Autonomous Analytical Appliances, or via the cloud-hosted DaMi2 PredictionCloud platform providing managed IaaS or SaaS deployment. Value-add modules extend the platform into sector-specific solutions including DaMiNOMICS (retail analytics), Healthcare and Insurance Analytics, and Network Operations Analytics. The JnA ePortal provides visualization and reporting, while affiliate DavenportArk Financial Services delivers DaMi2-powered investment consulting. All offerings are database-agnostic via ODBC/JDBC connectivity and deploy in weeks rather than years.
Differentiator
Problem solved
Functional benefit
Brands
- DaMi2: Patented AI Analytics Engine - highest capacity analytical engine on the market, providing predictive analytics capabilities two thousand times faster than conventional solutions.
- PredictionCloud
- DaMiNOMICS
Products and services
- DaMi2 AI Analytics Engine Patented AI analytics engine providing high-capacity predictive analytics and statistical analysis. Uses a proprietary Two-Phase Completion Genetic Algorithm to autonomously generate, refine, and redeploy thousands of solution models that self-adapt to changing data environments. Sold to federal agencies and commercial enterprises across healthcare, retail, financial services, and network operations.
- DaMi2 PredictionCloud Cloud-hosted predictive analytics platform providing dedicated use of the DaMi2 Evolutionary Analytics Engine fully managed by J&A AI Engineers. Delivered as Information-as-a-Service (IaaS) or Software-as-a-Service (SaaS) with monthly firm fixed pricing; client data remains the client's property in isolated secure enclaves.
- DaMi2 Product Line (Gold, Silver, Bronze, Entry-Level Tiers) Family of four Autonomous Analytical Appliances (Gold, Silver, Bronze, and entry-level) sized to the complexity of the customer's information challenges. Each appliance bundles software, hardware, and personalized configuration with secured ODBC/JDBC connectivity to customer databases and an upgrade path with pricing discounts for progression through the product line. Gold, Silver, and Bronze technical support options are available as add-ons.
- Healthcare and Insurance Analytics Solutions DaMi2-powered solutions for the healthcare sector covering adverse event and multi-drug interaction detection (pharmacovigilance), epidemiology, clinical trials, outbreak detection, drug engineering, medical surveillance, and health risk assessment. Sold to healthcare providers, insurers, pharmaceutical companies, and government health agencies.
- Network Operations and Industrial Infrastructure Analytics DaMi2-powered solutions for enterprise IT operations, help desk operations, and industrial infrastructure management, including anomaly detection, capacity planning, root cause analysis, SLA enhancement, customer service and staffing optimization, call center management, and performance management.
- Custom Development and Implementation Services Custom development and implementation of decision support, business intelligence, data warehousing, device monitoring, reporting, and web portal applications. Includes secure enclave establishment, data transport configuration, and integration with existing reporting systems to enhance performance without negating legacy investments.
Quantifiable outcome
- Two thousand times faster than conventional solutions using the same hardware
- +2 more outcomes
Companies that use Jacobson & Associates
Customer profileNamed customers6 records
Segments5 records
Ideal customer profiles5 records
Jacobson & Associates technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability7 records
Feature4 records
Jacobson & Associates partnerships and signals
Strategic signalPartnerships
Five partnerships are on record, tiered core and minor.
- IBMcoreJ&A became a World-wide Software Development Supplier to IBM in June 2007. This is a development partnership where J&A provides software development services leveraging their DaMi2 technology. IBM is also an active customer and contract vehicle partner (ENCORE II).
- DavenportArk Financial Services, LLCcoreExclusive provider of DaMi2-based investment consulting services to the financial sector. Serves brokerages, fund managers, and select accredited investors. Offers services through DavenportArk ePortal.
- DaMiNOMICScoreExclusive provider of DaMi2-based products and services to the retail and business real estate sectors. Provides specialized solutions including forward-looking sales and demand prediction, staffing optimization, retail location optimization, price elasticity, dynamic consumer behavior, and wallet share analytics.
- NITAAC CIO SP3minorCIO SP3 is a Government-Wide Acquisition Contract (GWAC) from NITAAC that can be used by any federal civilian or DoD agency to fulfill broad range of mission critical IT requirements. J&A is available as a contractor through this vehicle.
- ENCORE IIminorENCORE II is an Indefinite Delivery/Indefinite Quantity (ID/IQ) multiple award contract that can accommodate Time-and-Materials, Firm Fixed Price, and Cost-Reimbursement task orders. Available for IBM and other federal customers.
Scale indicators3 records
Recent moves6 records
Expansion highlights5 records
Jacobson & Associates competitors and assessment
Company assessmentDirect peers
- Palantir Technologies: Palantir builds predictive analytics platforms (Gotham, Foundry) for government and commercial enterprises, directly overlapping with J&A's federal and large-enterprise positioning and predictive analytics engine approach.
- DataRobot: DataRobot offers an automated machine learning platform that generates and refines predictive models with minimal data scientist involvement—conceptually similar to J&A's autonomous predictive analytic controllers claim.
- H2O.ai: H2O.ai provides an open-source and enterprise AI platform for automated predictive modeling at scale, competing with J&A's value proposition of high-capacity predictive analytics with minimal manual tuning.
- RapidMiner: RapidMiner is a data mining and predictive analytics platform used across enterprise and government, comparable to J&A's DaMi2 engine on data preparation, modeling, and deployment.
- KNIME: KNIME is an open-source data analytics platform used to build and deploy predictive models, with similar positioning to J&A's DaMi2 for enterprise data scientists and analysts.
Broad incumbents
- SAS Institute: SAS is an established analytics and predictive modeling platform vendor serving healthcare, finance, retail, and government—the same verticals J&A targets—though at much larger scale and broader portfolio.
- FICO: FICO is a long-established predictive analytics vendor focused on credit scoring, fraud detection, and financial risk—directly comparable to the financial-services use cases J&A pursues via its DavenportArk channel partner.
- Splunk: Splunk's platform for IT operations, anomaly detection, and capacity planning overlaps with J&A's Network Operations and Help Desk vertical, including the USPS kiosk monitoring deployment.
- IBM Watson: IBM Watson offers AI-driven analytics for healthcare, finance, and government—the verticals J&A serves—and IBM is also J&A's worldwide development partner, making Watson both an upstream platform and adjacent competitor.
- Tableau (Salesforce): Tableau provides enterprise analytics, visualization, and (via Salesforce Einstein) predictive capabilities across the same healthcare, retail, and financial verticals J&A addresses, representing a broader incumbent alternative.
Market position
Strengths4 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
Jacobson & Associates social profiles
Digital presenceJacobson & Associates financial estimates
Financial estimateRevenue estimate
Valuation estimate
Jacobson & Associates leadership team
Management profileNumber of profiles
Profiles2 records
Jacobson & Associates funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Jacobson & Associates 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 Jacobson & Associates
What does Jacobson & Associates do?
Jacobson & Associates develops and sells the patented DaMi2 AI Analytics Engine, a high-capacity predictive analytics platform built on a proprietary Two-Phase Completion Genetic Algorithm architecture. The engine is delivered either as Autonomous Analytical Appliances in four flavors (Gold, Silver, Bronze, and entry-level) bundled with software, hardware, and personalized configuration, or via the DaMi2 PredictionCloud as managed IaaS or SaaS subscriptions. The offering is targeted at federal agencies and commercial enterprises that need to analyze hundreds of factors simultaneously and have their models self-adapt in near real time.
Is Jacobson & Associates a public or private company?
Jacobson & Associates is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Jacobson & Associates founded?
Jacobson & Associates was founded in 2003. It employs 1 to 10 people.
Where is Jacobson & Associates based?
Jacobson & Associates is headquartered in Virginia Beach, United States, in the North America region.
How does Jacobson & Associates make money?
Four revenue lines are on record. DaMi2 Predictive Analytics Products are the primary driver. The others are predictionCloud IaaS (Information As A Service), predictionCloud SaaS (Software As A Service) and professional Services and Consulting.
Who are Jacobson & Associates's main competitors?
Direct peers on record are Palantir Technologies, DataRobot, H2O.ai, RapidMiner and KNIME. Broad incumbents are SAS Institute, FICO, Splunk, IBM Watson and Tableau (Salesforce).
Does Jacobson & Associates have an API?
No public API is recorded for Jacobson & Associates.
What industry is Jacobson & Associates in?
Jacobson & Associates's product category is Predictive Analytics Software. Its primary akta.pro industry code is HDAAAHAL, Scenario Planning, Forecasting Platforms & Planning Intelligence, with a secondary code of HDAEANAH, Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs). Its NAICS code is 541511 and its SIC code is 7373.