Twenty NDA-friendly examples showing how AI-first delivery supports agents, modernization, MVPs, cloud & data, and expert team extension.

Construction & real estate
Drone imagery and computer vision that compare actual site progress against project plans, flag delays early, and give owners, contractors, and investors a real-time view across every site.
Impact: Replaced ad hoc site visits with weekly, evidence-based progress reporting across the whole project portfolio.
Venture studio
Eight native iOS/Android apps built in eight one-day sprints for a venture investment group's product studio — every line of code written by AI coding agents under a senior LLM orchestration specialist.
Impact: Delivered idea-to-App-Store for 8 unrelated products in one week, with zero hand-written code.

Insurance operations
LLM-based intake assistant that reads emails, extracts claim data, checks policy context, and drafts structured summaries for human review.
Impact: Reduced manual triage and gave adjusters a consistent first review within minutes.

B2B SaaS
Production-grade support agent trained on product docs, release notes, billing rules, and historic tickets. Escalates to humans on ambiguity.
Impact: Deflected the bulk of repetitive tickets while keeping CSAT and tone under human control.

Healthcare
Secure processing of medical records, lab files, and referral forms with RAG search, schema-based extraction, and validation rules.
Impact: Accelerated document handling while keeping clinicians in control of final decisions.

Professional services
RAG assistant trained on contracts, SOPs, policies, and project history with citations and access control.
Impact: Cut time-to-answer for internal staff and reduced repeated questions to senior experts.

Real estate
LLM assistant that classifies property documents, extracts key terms, flags missing fields, and prepares short summaries.
Impact: Saved time for property managers and improved document consistency across listings.

Professional services
Connected CRM, email, spreadsheets, documents, and approval flows into a unified automation layer with AI-generated task summaries.
Impact: Reduced manual coordination across sales and back-office processes.

B2B services
AI-assisted code mapping of a large PHP codebase, business rule extraction, API layering, and rebuild of critical modules in Laravel.
Impact: Moved the client from fragile maintenance to a phased modernization roadmap.

Technology company
AI-assisted static analysis, dependency mapping, and senior architecture review to surface maintainability, performance, and security risks.
Impact: Produced a prioritized modernization backlog with cost and risk visibility.

Manufacturing
Designed an API layer around an outdated ERP to support integrations with dashboards, external portals, and automation workflows.
Impact: Allowed the business to add modern tools without replacing the core ERP immediately.

Startup
AI-assisted discovery, prototype flows, and a functional MVP with onboarding, listings, messaging, and AI-assisted matching.
Impact: Moved the idea from concept to working validation build in a compressed timeline.

SaaS product
Working MVP with roles, dashboards, mobile-first flows, and AI-assisted task recommendations.
Impact: Delivered a demo-ready product for validation with early customers and investors.

Healthcare
Scalable scheduling and patient communication platform with admin tools, integrations, and AI-assisted message templates.
Impact: Helped the client validate a new digital service line faster.

Travel & consumer
Mobile travel planner with collaborative trip planning, interest-based itineraries, attractions catalogue, and AI-curated photo spots. AI pipeline gathers and enriches all places, photos, and metadata.
Impact: Delivered in 1 month for $70k — vs $350k and 9 months quoted by other agencies.

Automation SaaS
Cloud architecture, CI/CD, data pipelines, and observability for an AI-driven workflow automation product.
Impact: Gave the team a stable, AI-ready foundation that scales with customer volume.

Fintech
Data dashboard with alerting, rule-based risk scoring, and AI-generated analyst summaries.
Impact: Gave operations teams a faster way to spot anomalies and prepare risk updates.

Retail
Automated data pipelines, normalization logic, and dashboards with AI-generated business commentary.
Impact: Turned fragmented operational data into usable management insight.

Defense aviation
Telemetry analytics and anomaly detection for L-39 training aircraft, predicting component failures 10–20 flight hours in advance with a technician dashboard and maintenance planner.
Impact: Cut unplanned failures by 20%, reduced spare parts cost by 15%, and increased aircraft availability for training missions.

SaaS company
Embedded mature engineers trained in AI-assisted coding, testing, documentation, and LLM workflow orchestration into an existing product team.
Impact: Increased delivery throughput while keeping product ownership inside the client team.
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