00 / Custom software & data projects
Computer vision, data pipelines and financial systems, scoped and built by one engineer
From a two-week data audit to a full platform. One data scientist, one engineer, one point of contact. Fixed pricing, no surprises.
01 / Who builds it
Built by a builder, not a sales team
The person scoping your project is the same person building it. No account managers, no handoffs, no miscommunication.
01 / Credential
Award-Winning Data Scientist
Faculty Choice Award, MS in Data Science
02 / Credential
Finance Background
Finance degree, four FINRA licenses
03 / Credential
Veteran-Owned
Owned and operated by a service-disabled veteran
04 / Credential
Full-Stack Engineering
React, Node.js, Python, PostgreSQL, cloud infrastructure
02 / Capabilities
What We Build
Three service lines, one builder. Computer vision first, data and AI second, financial systems third.
01
Computer Vision & Video Analytics
- Object detection and counting from fixed or drone video
- OCR of gauges, panels and legacy displays where no data bus exists
- Telemetry extraction from recorded video into tables
- Temporal smoothing and validation so single-frame errors never reach a report
02
Data & AI Solutions
- Ingest, validate and de-duplicate pipelines
- Data-quality audits that explain why two reports disagree
- KPI dashboards and scheduled reports with provenance
- LLM-based tools scoped to a real workflow, with evaluation sets
03
Financial Tracking Systems
- Cost tracking where every dollar traces to a document
- Soft delete, change logs and date-bound statements
- Budget vs. actual and burn tracking for grants and contracts
- Accounting-system sync (QuickBooks, Xero) with reconciliation checks
04
Platforms & Internal Tools
- Customer-facing web applications and client portals
- Admin portals and internal tools
- Multi-user systems with authentication and permissions
- Third-party integrations (QuickBooks, Xero, Plaid, Google, Stripe)
03 / Approach
What Makes Us Different
Not an agency. Not a freelancer. A technical partner who understands business outcomes.
01
One person handles everything
One person with data science, finance, and engineering expertise. The person scoping your project is the same person building it.
02
No handoffs, no miscommunication
No account managers relaying requirements to developers. Direct communication means fewer mistakes and faster delivery.
03
Fixed-price scopes, full transparency
Fixed-price project tiers with written deliverables and acceptance criteria. You see exactly what you're paying for.
04
Finance background, not just code
A finance degree and four FINRA licenses mean we understand ROI, unit economics, and business outcomes, not just features.
04 / Project pricing
Project-Based Pricing
Fixed-price projects with written deliverables. Hourly only on the retainer. You know exactly what you’re getting.
$2K - $5K/ 1-3 weeks
A scoped two-to-three-week engagement: a data-quality audit, a video-analytics feasibility study, one automation, or one dashboard. Fits a government micro-purchase.
- Data-quality audits with a written findings memo
- Computer-vision feasibility study on your sample footage
- Workflow automation scripts
- Single-purpose internal tools
- Data integrations & ETL pipelines
- Automated reporting pipelines
$5K - $15K/ 3-6 weeks
Multi-feature applications built to your specification: dashboards, portals, cost-tracking systems, and production data pipelines.
- Custom dashboards with real-time data and provenance
- Cost-tracking portals with audit trails
- Customer and client portals
- Production data pipelines with validation
- Video-analytics extraction pipelines
- Complex third-party integrations
$15K - $30K/ 6-12 weeks
Full web applications, multi-user systems, and trained computer-vision or ML models with validation. End-to-end from architecture to deployment.
- Full web applications
- Multi-user systems with auth & permissions
- Custom-trained detection and OCR models
- ML pipelines & predictive models with hold-out validation
- Multi-tenant architectures
- Full-stack product development
$30K+/ 8-16+ weeks
Multi-phase programs and large integrations. Milestone-based delivery with acceptance criteria and post-launch support.
- Multi-phase, milestone-based delivery
- Large-scale platform builds
- Enterprise and agency system integrations
- Full QA & testing suites
- Custom SLAs & guarantees
- Post-launch support included
$500/hr/ On-demand
Ongoing support, feature additions, and maintenance for existing software. Technical consulting and advisory billed on actual hours. Commercial rate; government labor-category rates on request.
- Bug fixes & ongoing maintenance
- Feature additions & improvements
- Technical architecture consulting
- Integration & scaling support
05 / Government buyers
Veteran-owned, SAM registered, purchase-card friendly
Sprint-size work fits under the $15,000 micro-purchase threshold. Larger scopes go as firm-fixed-price task orders. SBA VetCert (SDVOSB) certification is in progress.
Capabilities statement06 / Process
How It Works
From first call to launch. Simple, transparent, no surprises.
Discovery Call
We learn about your business, challenges, and goals. You'll get a clear sense of what's possible and a ballpark estimate.
Proposal & Scope
Detailed project plan with timeline, deliverables, and fixed pricing. No surprises, no scope creep.
Build & Iterate
Regular check-ins and demos as we build. You'll see progress every week and can course-correct early.
Launch & Support
We deploy your solution and stick around to make sure everything runs smoothly. Optional ongoing support available.
07 / Contact
07 / Contact
Start Your Project
Tell us about your project. We’ll get back to you within 24 hours with next steps.
- Hours
- Monday–Friday, 7:00 am – 7:00 pm Mountain
- Location
- Lone Tree, Colorado
08 / Products
Looking for the FP&A platform instead?
James FP&A is our own shipped software: financial statements, forecasts and an AI analyst from your accounting data. Plans from $149/month with a 14-day trial.