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Veteran-owned · Lone Tree, Colorado

Computer vision, data, and financial systems that stand up to audit.

James Analytics is a veteran-owned small business in Colorado that builds computer-vision, data, and financial-tracking systems for agencies and small contractors. One engineer scopes it, builds it, and stands behind the numbers.

Talk to usSee the FP&A platform

Registered in SAM.gov · SBA VetCert in progress · Capabilities statement

Fig. 01 — esports pipeline, live renderTracking

01 / Services

Three things we build well

Fixed-price task orders or time and materials. The person who scopes the work is the person who ships it.

01 / Computer vision

Computer vision & video analytics

Object detection and counting from fixed or drone video, OCR of gauges and panels where no data bus exists, telemetry extraction from recorded footage, with temporal smoothing and a validation pass before anyone trusts the numbers.

Proof: esports pipeline, 99.3% frame coverage, validation accuracy 28% to 97% after a data-quality audit.

YOLO-family detection · template OCR · 99.3% frame coverage

Read the case study

02 / Data & AI

Data & AI solutions

Pipelines that ingest, validate and de-duplicate; data-quality audits that explain why two reports disagree; dashboards with provenance; and LLM-based tools scoped to a real workflow instead of a demo.

Proof: production sync pipelines for QuickBooks, Xero and Puzzle, plus the audit scripts behind the computer-vision work.

Python · PostgreSQL · QuickBooks / Xero / Puzzle sync

See what we build

03 / Financial systems

Financial tracking with audit trails

Cost tracking and statement generation where every dollar traces to a document, nothing is hard-deleted, and statements are date-bound. Adaptable to grant and contract cost tracking.

Proof: a live FP&A platform with paying customers and a construction cost-tracking portal for a private build in Oregon.

document-backed entries · soft delete · date-bound statements

See what we build

02 / Government buyers

Small enough to buy with a purchase card. Built to be audited.

Capabilities · abstractSAM.gov registered

Micro-purchases under $15,000, simplified acquisitions under $350,000, and subcontracting to primes who need a certified data or computer-vision sub. NAICS 541511, 541512, 541519, 541715, 541611, 518210.

Capabilities statement
Business type
Veteran-owned small business. Owned and operated by a service-disabled veteran.
Certifications
SBA VetCert (SDVOSB) in progress.
SAM
Registered in SAM.gov. UEI and CAGE available on request.
NAICS
541511 · 541512 · 541519 · 541715 · 541611 · 518210
Location
Lone Tree, Colorado
Hours
Monday–Friday, 7:00 am – 7:00 pm Mountain

03 / Products

James FP&A Platform

Our own shipped software: financial statements, forecasts and an AI analyst, built on the same data discipline we bring to client work.

Product plate · James FP&ALive · paying customers

FP&A for growing businesses

  • Automated P&L, balance sheet and cash flow from QuickBooks, Xero, Puzzle or CSV
  • 12-month rolling forecasts, budgets vs. actuals, scenario modeling
  • Ask James AI: plain-English questions answered from your real data
  • Live SaaS with paying customers. Plans from $149/month, 14-day trial.
See the FP&A platform

04 / Resources

Resources

Free tools

15 business calculators, no sign-up

Runway, break-even, loan, profit margin, SaaS metrics, invoice and pay-stub generators. Built to be useful on their own.

15 tools · no sign-up · /tools

News & insights

Practical notes on data, CV and finance

Short, technical articles on computer vision, data quality, cost tracking and government buying. No sales pitch.

Technical notes · no pitch · /news

05 / Contact

Have a problem with video, data, or numbers that don't match?

Tell us what you have and what you need. You will hear back from the engineer, not a sales team.

Talk to usSee the FP&A platform

Mon–Fri, 7:00 am – 7:00 pm Mountain