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Eighteen NDA-friendly examples showing how AI-first delivery supports agents, modernization, MVPs, cloud & data, and expert team extension.
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.
AI AgentsB2B 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.
AI AgentsHealthcare
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.
AI AgentsProfessional 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.
AI AgentsReal 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.
AI AgentsProfessional 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.
ModernizationB2B 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.
ModernizationTechnology 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.
ModernizationManufacturing
Designed an API layer around an outdated ERP to support integrations with dashboards, external portals, and automation workflows.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.
AI-First MVPStartup
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.
AI-First MVPSaaS 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.
AI-First MVPHealthcare
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.
Cloud & DataAutomation 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.
Cloud & DataFintech
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.
Cloud & DataRetail
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.
AI-First ExpertsSaaS 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.
Book a free call with a domain-aware engineering expert and review how AI-first delivery could fit your product, legacy system, or business workflow.