Case studies

Evidence, with provenance attached.

These records separate founder-built products, experience of BitIT leadership, and work delivered by strategic partner CyberNodes, LLC. Metrics stay inside their documented system and delivery boundaries.

Publication rule

No testimonial, logo, private reference contact, or unsupported aggregate claim is used.

Founder-builtAccounting technology / applied AI

MunshiIQ

An AI-assisted bookkeeping workflow designed to keep transaction decisions understandable and reviewable by accounting professionals.

Founder-built; requirements shaped with a practicing professional accountant and early sandbox users

  • Transparent confidence and reasoning
  • Correction history
  • Human review and firm/client workflows
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Leadership experienceFinancial services / applied AI

AI-assisted audit-trail query

A natural-language interface over historical trading data that translates a question into a validated query schema instead of generating free-form SQL.

Two-month proof of concept evaluated against existing historical trading data

  • Query preparation from hours to seconds
  • Output constrained to a validated schema
  • Portable across two model providers
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Leadership experienceFinancial technology / resilience

Automated data recovery

A replay and validation workflow that turned multi-day manual data recovery into a monitored, controlled process.

Six-month build within a larger platform team

  • 48-72 hours to under 30 minutes
  • Automated gap detection
  • Post-recovery integrity validation
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Leadership experienceCapital markets / compliance

Real-time trade surveillance modernization

A compliance platform moved off overnight batch detection onto 15-minute windows, while its throughput ceiling rose by roughly two orders of magnitude.

Four-year modernization; 15+ engineers across multiple geographies, a seven-figure annual delivery budget

  • 8M to 750M events/day
  • T+1 batch to 15-minute detection
  • 99.9% processing accuracy
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Partner-deliveredGovernment digital services

State legislative website migration

A structured migration of a large legislative website with accessibility review, security scanning, training, and uninterrupted public access.

Delivered by CyberNodes, LLC · 16-week delivery on a low-five-figure fixed price, plus an ongoing support retainer; discovery, build, migration, testing, training, cutover, and support

  • 3,000+ pages
  • 30+ Senate offices
  • Zero-downtime cutover
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Partner-deliveredCivic technology / communications

Project Switchboard

A multi-role voter-outreach platform integrating calling, protected data ingestion, surveys, and reporting.

Delivered by CyberNodes, LLC · Six-month, six-figure fixed-price delivery across four milestones, all met on schedule

  • Six-month delivery
  • Multi-role operations
  • Production deployment
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Partner-deliveredProperty operations / mobile products

RV Park Management App

A partially built property-operations product taken through role design, subscriptions, workflow completion, and multi-platform release.

Delivered by CyberNodes, LLC · 10-12 week delivery on a mid-five-figure fixed price; all milestones met and a clean 60-day warranty period

  • 60+ screens
  • iOS, Android, and web
  • 10-12 week delivery
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