AI Application Strategy & Engineering

From roadmap torunning product

We partner with AI-first startups and product teams from day one. Define the roadmap, choose the right models and stack, then design, build and operate the product end to end. Whether you're validating a new idea or making an existing product intelligent, we bring the strategy and engineering to get you there.

Product Command Layer

AI App Delivery Pipeline

Roadmap, model stack, and production ops coordinated in one flow.

Strategy Sprint

Build Phase

Operate Phase

20+

Successful Clients

4-6 Wk

Idea to Prototype

24/7

Managed Operations

Get started

Build Pipeline

Product Services

What We Offer

From product strategy and technology selection through to engineering and always-on production.

0 → 1 Productization

Idea to working product in weeks. Rapid, outcome-driven sprints that produce investor-grade prototypes in 4-6 weeks and a hardened plan to move to production.

AI Augmentation & Rebuilds

Make your existing product intelligent. We retrofit RAG, copilots and model-ready architectures into live systems, preserving UX and IP while delivering measurable uplift.

App Store Launch & SDK Integration

We integrate model SDKs and take your app through store-ready packaging, verification and publishing for OpenAI Apps, Microsoft Teams, Slack and more.

Data Engineering & RAG

Domain-aware ingestion, metadata, vector stores and knowledge graphs. We build the retrieval and data foundations so models answer precisely, with provenance and versioning.

Fine-Tuning & Cost Engineering

Specialize, distill and optimize models for your task. We tune model stacks, apply advanced prompt engineering and inference acceleration so apps are accurate, fast and economical to run.

Managed Ops & Generative AI Pods

Embed a self-sufficient Pod or let Newtuple run your app. 24/7 SLA-backed operations, telemetry, incident response, drift prevention and continuous improvement.

Delivery Method

Our Process

A proven three-phase approach that takes your AI application from first idea to reliable, always-on production.

Prototype

Investor-grade prototypes in 4-6 weeks plus a hardened plan to move to production through rapid, outcome-driven sprints.

Build & Deploy

Production hardening, model SDK integration, CI/CD pipelines, infrastructure provisioning and deployment. Post-launch telemetry and compliance baked in from day one.

Operate

24/7 SLA-backed operations, telemetry, incident response, drift prevention and continuous improvement.

Foundation Layer

Included in Every App

Enterprise essentials that ship with every application we build, so you never have to bolt them on later.

Evaluation Suites

Automated test harnesses that validate model accuracy, latency and regression before every release.

RBAC & Scoped Tokens

Fine-grained role-based access control and scoped API tokens to keep data and actions secure.

Step-by-Step Model Traces

Full observability into every model call, chain-of-thought step, and tool invocation for debugging and audit.

Prometheus / Grafana Telemetry

Production-grade dashboards for latency, throughput, error rates and cost tracking out of the box.

Proof of Execution

Trusted by 20+ Clients

20+ successful clients who have already shipped world-class AI applications with Newtuple. From early-stage startups to Fortune 500 enterprises, our track record speaks for itself.

20+