Generative AI

Generative features users actually adopt

Text, image, and multimodal experiences with quality bars and brand alignment.

Book a Discovery CallView case studies
Product engineering architecture and infrastructure planning

Challenge

GenAI features feel gimmicky without quality bars

Text, image, and multimodal experiences with quality bars and brand alignment.

  • Inconsistent tone and formatting
  • No content moderation layer
  • Unpredictable unit economics

Solution areas

  • Copilots & assistants

    Context-aware help embedded in your product.

  • Content generation

    Docs, summaries, and personalized outreach.

  • Multimodal

    Image and document understanding pipelines.

Generative done right

  • Higher adoption

    UX tuned to job-to-be-done, not chat for its own sake.

  • Brand integrity

    Style guides encoded into prompts and post-processing.

  • Predictable spend

    Caching, batching, and model tiering by use case.

Stack

TypeScript · Next.js · Python · PostgreSQL · Redis · AWS · Vercel · OpenAI · Anthropic

Industries we serve

  • Healthcare Technology

    Secure workflows, patient engagement, and HIPAA-aware architectures for regulated teams.

  • FinTech

    Risk, payments, reporting, and customer trust at transaction speed.

  • Insurance

    Claims, policy servicing, underwriting, and legacy modernization.

  • Logistics & Transportation

    Dispatch, visibility, routing, and operations automation.

  • Retail & Ecommerce

    Mobile commerce, loyalty, inventory, and customer experience.

  • Enterprise Software

    Multi-tenant platforms, permissions, integrations, and adoption.

  • Manufacturing

    Production visibility, scheduling, reporting, and workflow systems.

  • Professional Services

    Client portals, knowledge workflows, reporting, and automation.

Proof

Relevant launches

Enterprise operations program · Ops Console

40% faster workflows across 12 business units

An enterprise operations team needed a single software layer for procurement, finance, and field teams. We shipped role-based workspaces, cross-unit search, and audit-supporting observability — rolled out to 8,200 daily users across North America and EMEA in one release train.

14 weeks · Design → production rollout · Executive dashboards live on day one of GA

Daily active users
8.2K
Rollout complete
14 wks
Process time saved
40%

  • Healthcare technology program · Healthcare Review Hub

    2.1M records indexed with human-in-the-loop review

    Case study

  • Financial technology program · Risk Control Center

    Sub-180ms decisions on $4.2B daily flow

    Case study

FAQ

Generative AI Solutions — common questions

  • Human eval rubrics, automated regression suites, and production feedback loops tied to product metrics.

Related practices

Discuss your next product, AI, or automation initiative.

Share the business outcome you need: launch faster, grow revenue, automate operations, or scale a platform. We respond within 24 hours with scope, senior team fit, and a clear timeline.

Direct line

ShayApps teamsales@shayapps.com+1 (302) 292-9466

Headquarters

1007 N Orange St., 4th Floor Suite #4856Wilmington, Delaware 19801United States

Project inquiry

Tell us what you are building. Required fields are marked.

  • Response within 24 hours
  • NDA available
  • Free consultation

Built for product teams at scale

  • 120+Products launched
  • 18M+Users served
  • 12+Years in market
  • Healthcare technology
  • Enterprise SaaS
  • FinTech platforms
  • Mobile commerce
  • AI operations
  • Cloud infrastructure
“The team translated operational requirements into a secure product roadmap and helped us launch without losing momentum across stakeholders.”
Head of OperationsHead of Operations, Healthcare platform

What happens next?

  1. 1Discovery CallWithin 24-48 hoursAlign on goals, constraints, urgency, stakeholders, and the business outcome.
  2. 2Technical Review1-2 business daysReview architecture needs, integrations, data, security posture, and delivery risks.
  3. 3Roadmap & Scope2-3 business daysDefine the first release path, milestones, team shape, and success metrics.
  4. 4ProposalSame week when fit is clearShare engagement model, timeline, responsibilities, and investment range.
  5. 5Build PlanBefore kickoffConfirm sprint rhythm, demos, communication cadence, QA, launch, and support plan.
Book a Discovery Call