Capabilities statement
Models for decisions that are expensive to get wrong.
Analytica builds predictive models and decision-support systems for government and enterprise teams. Engagements are led and delivered by senior practitioners, with named specialists added when the work requires them.
- Legal name
- Analytica Data Science Solutions
- Registered address
- 3701 S George Mason Dr, Unit 1915N, Falls Church, VA 22041
- Founded
- Established 2015
- Principal
- Dr. Aous Abdo
- Years in operation
- 11Years in operation
- Applications live and open
- 22Applications live and open
- Federal & defense tools, public data
- 7Federal & defense tools, public data
- Peer-reviewed papers by the principal
- 108Peer-reviewed papers by the principal
Core competencies
Four things we do, and the proof for each.
- 01
Predictive modeling on operational data
Failure, risk and demand forecasting on the tabular, geospatial and sensor data an agency already holds, evaluated on held-out data.
Evidence · Storm damage forecast five days out; remaining-useful-life on a maintained fleet.
- 02
Data engineering and integration
Building the data foundation modeling needs — assessment, preparation, and integration across systems, including record linkage and de-duplication when sources share no identifier.
Evidence · Contract-network reconstruction across federal spending records.
- 03
Explainable AI and decision support
Model output prepared for technical and executive review, with the level of explanation designed around the decision, the audience, and the regulatory context.
Evidence · Operational dashboards with automated alerting, delivered for utility storm response.
- 04
Training and enablement
Curriculum written for working analysts and decision-makers. Delivered live, to mixed-seniority rooms, with no programming prerequisite.
Evidence · AI for Decision Support in Defense Operations · R for Data Science.
Past performance
Work where being wrong was expensive.
Federal government · Homeland security · Critical infrastructure · 2018 – present
Predicting how a hurricane cascades through US critical infrastructure
Record linkage at national scale, then a forecast of how a storm moves through what it links — delivered as a platform, as a subcontractor, since 2018.
2018 –continuing, as a subcontractor
Energy · Utilities · 2 years
Predicting where a storm will break the grid — five days out
A two-stage model that forecasts damage by district, then converts that into the crews and materials to pre-stage.
15%reduction in outage times, client-reported
Commercial real estate · Hospitality · 2016, then multi-year
Matching hotels to buyers, in a market with almost no ratings
A recommender built on a ratings matrix that was 99.35% empty — and the bake-off that picked the algorithm.
3 months → instantto produce a buyer shortlist
Energy · Environment · Public sector · 38 years of records, 1975–2013
Four decades of pipeline incidents, and the gap between reporting and resolution
Roughly 62,000 incidents across 38 years. 94% were reported the same day. Only 20% were resolved the same day — a gap this analysis quantified.
~62,000incidents analyzed
Automotive · Telematics · 19,000 km over 11 days
Telling drivers apart from the way they drive
Sensor telemetry from an 11-day, 19,000-kilometer expedition, reduced to a behavioral signature that identifies who is behind the wheel.
78%identification accuracy
Mining · Industrial · Not disclosed
Predicting equipment failure before it stops the site
Remaining-useful-life models over historical part-failure data, plus unsupervised stress-level estimation on components with no failure history.
−23%unscheduled downtime, client-reported
Clients are named where consent to name has been given; the others are described by sector. Named references are available on request.
Why Analytica
Differentiators.
- 01
Live public applications
22 applications are live and publicly accessible. 7 are federal data tools built entirely from public records.
- 02
A decade of validation work in research physics
The founder spent a decade separating faint signals from overwhelming background on NASA’s Fermi Gamma-ray Space Telescope and defending the results through peer review. That experience informs Analytica’s approach to validation, uncertainty, and technical review.
- 03
Explainability designed to the decision
The level of explanation is designed around the decision, the audience, and the regulatory context — from feature attribution for an operator to full technical documentation for a review board.
- 04
Senior-led delivery
The practitioner who scopes an engagement stays with it through delivery.
Domain evidence
7 federal and defense tools, built entirely from public records.
All of them run on public sources — federal spending data, FAA sightings, GAO and CRS reporting, AIS — and every one is live and open now. No client data is involved.
Constellation
The Counter-UAS contracting network
Drift
MDAP cost growth explorer
Skywatch
Counter-UAS incident atlas
Crucible
The federal SBIR pipeline
Watchstander
Maritime domain awareness
Chokepoint
Strait of Hormuz consequence engine
Airthread
From detection to coordinated decision
Federal identifiers
SAM.gov registration and NAICS codes.
- Unique Entity ID
- X563TN1QGJF1
- Registered since 21 Feb 2023
- CAGE / NCAGE
- 9JFF2
- All Awards
- SAM.gov
- Active — expires 30 Dec 2026
- Cross-check at sam.gov
- Socio-economic
- Self-certified Small Disadvantaged Business
- Virginia · Congressional District VA-08
NAICS codes · 14 registered
- 541519Other Computer Related ServicesPrimary
- 518210Computing Infrastructure Providers, Data Processing, Web Hosting and Related Services
- 519290Web Search Portals and All Other Information Services
- 541512Computer Systems Design Services
- 541513Computer Facilities Management Services
- 541611Administrative Management and General Management Consulting Services
- 541612Human Resources Consulting Services
- 541613Marketing Consulting Services
- 541614Process, Physical Distribution and Logistics Consulting Services
- 541620Environmental Consulting Services
- 541690Other Scientific and Technical Consulting Services
- 541715Research and Development in the Physical, Engineering and Life Sciences
- 541720Research and Development in the Social Sciences and Humanities
- 541990All Other Professional, Scientific and Technical Services
Contact
Start a conversation.
For RFIs, teaming discussions, capability briefings, or a scoping call, use the contact form. Messages go directly to the principal.
Direct
Analytica Data Science Solutions
3701 S George Mason Dr, Unit 1915N, Falls Church, VA 22041
Dr. Aous Abdo, Principal
Analytica Data Science Solutions · Capabilities statement · 2026