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AI-first consulting

Technology that works — so your team can focus on what matters

AI strategy

We help you use AI where it actually makes a difference — without the risk of guessing wrong.

AI-first client impact

Real results from real engagements — outcomes you can measure in your business, not just on a slide.

  • 40%

    Typical reduction in operational costs after AI automation combined with rightsized cloud economics

    If your business spends $10,000/month on technology operations, that's $4,000 back in your budget every month.

  • 50%

    Faster time-to-market for strategic software products when delivery cycles pair human judgment with AI leverage

    A product that would take 12 months to launch can reach customers in as little as 6 — with the same quality bar.

  • 10k+

    Hours saved annually through automated process engineering and integrated workflows across client organizations

    That's roughly five full-time employees worth of repetitive work redirected to higher-value tasks.

  • Median lift in user engagement for AI-integrated platforms we co-architect with product and data teams

    Users stay longer, return more often, and complete more actions when the experience is built around how they actually work.

Who this is for

We typically work with

If any of these sound like you, we should talk. No technical background required — just a clear sense of what is holding your business back.

AI-first capabilities

Six ways we make technology actually work for your business

We embed technology into how you compete—pairing governed AI, process efficiency, and engineering discipline so teams ship with confidence and outcomes compound in production, not slideware.

How a project with us works

Four steps from idea to results

Every engagement follows the same clear path — from understanding your business to delivering measurable outcomes you can track.

  1. 01Immersion

    Learn your business

    We learn your business. What's working, what's not, and where technology can make the biggest difference.

  2. 02Proof

    Validate before you invest

    Before we build anything expensive, we validate the approach with a prototype — so you're not guessing.

  3. 03Delivery

    Build and launch together

    We work alongside your team until the solution is live, tested, and ready for real users.

  4. 04Scale

    Measure and improve

    We stick around. We measure results, improve performance, and adjust as your business grows.

Featured case study

TAPinto: Platform engineering for America’s franchise hyperlocal news and marketing network

Platform economics, performance, and governance at franchise scale—how we helped a 95+ site US network serve millions of readers with measurable Core Web Vitals wins, lower cloud spend, and editorial teams focused on journalism—not firefighting infrastructure.

View all success stories

Key results

  • 1.6M+ monthly readers
  • 95+ local sites
TAPintoFranchise hyperlocal news · digital marketing platforms

TAPinto: Platform engineering for America’s franchise hyperlocal news and marketing network

TAPinto is a network of 95+ independently owned local news and digital marketing sites—concentrated in New Jersey, New York, Pennsylvania, and Florida—built on a shared franchise platform. Senirop hardened delivery, security, and economics: roughly one-third lower cloud spend, stronger Core Web Vitals, and a stack publishers can evolve without vendor lock-in.

TAPinto — Original Local News You Can Trust

Client voice

Proof from the field—one voice, measurable outcomes

Michael Shapiro, Founder and CEO, TAPinto
Senirop didn't just rebuild our platform; they transformed how we scale. By optimizing our infrastructure, they dramatically improved page speed and strengthened our SEO. Our publishers can now solely focus on local news and generating revenue while we serve millions of readers with absolute confidence in how fast we load and how visible we are in search.
Michael ShapiroFounder and CEO, TAPinto

Partner ecosystem

Proven stack, AI-native extensions—chosen for leverage, not fashion

We meet you where your roadmap is—then instrument, automate, and assist with models and agents where economics and governance justify the complexity.

Next.js
React
TypeScript
Node.js
Python
PostgreSQL
AWS
Docker
Next.js
React
TypeScript
Node.js
Python
PostgreSQL
AWS
Docker
OpenAI
Anthropic
LangChain
Pinecone
Google Gemini
Vercel AI SDK
OpenAI
Anthropic
LangChain
Pinecone
Google Gemini
Vercel AI SDK

Trusted engineering

Teams across media, logistics, and enterprise platforms—where reliability and clarity matter as much as velocity

Ready when you are

Ready to see what technology can actually do for your business?

No jargon, no pressure—just a clear path from today's constraints to a roadmap your teams can execute.

Whether you need fractional CTO judgment, an embedded team, or a sprint to de-risk a bet, the first conversation is an honest technical assessment—what to automate, what to harden, and what to measure so ROI shows up where finance and operators can see it.

Book a working session