Service

Service

Factor.Build (AI Product Development)

Factor.Build (AI Product Development)

Factor.Build (AI Product Development)

From concept to capability. Go-to-market in weeks.

From concept to capability. Go-to-market in weeks.

From concept to capability. Go-to-market in weeks.

Move beyond demos to production-grade AI. Scalable, resilient systems integrated into your workflow.

The Challanges

The Demo vs. Production Gap

The Demo vs. Production Gap

A cool demo is easy. A scalable system that survives the chaos of the real world is hard.

01

The Demo Illusion

Models that work in a sandbox but break when faced with real-world data volume and noise.

01

The Demo Illusion

Models that work in a sandbox but break when faced with real-world data volume and noise.

02

Scalability Collapses

Infrastructure that becomes prohibitively expensive or slow as user demand spikes.

02

Scalability Collapses

Infrastructure that becomes prohibitively expensive or slow as user demand spikes.

03

Integration Nightmares

Friction when trying to connect modern AI APIs with legacy enterprise ERP/CRM systems.

03

Integration Nightmares

Friction when trying to connect modern AI APIs with legacy enterprise ERP/CRM systems.

04

Maintenance Burden

Creating "Spaghetti Code" that your internal team cannot support or update.

04

Maintenance Burden

Creating "Spaghetti Code" that your internal team cannot support or update.

05

Cost Unpredictability

Token usage costs spiraling out of control without proper architectural optimization.

05

Cost Unpredictability

Token usage costs spiraling out of control without proper architectural optimization.

06

Lack of Observability

Flying blind in production, unaware if the model is down or outputting garbage.

06

Lack of Observability

Flying blind in production, unaware if the model is down or outputting garbage.

Solution

Engineered for Reality

Engineered for Reality

We engineer robust, scalable AI products. We handle the MLOps, integration, and architecture.

From Prototype to Production

From Prototype to Production

We build systems that work 24/7/365. We focus on reliability, cost-efficiency, and user experience.

01/

Architecture Design

Designing a cost-effective, scalable architecture (RAG, Fine-tuning, Agentic).

01/

Architecture Design

Designing a cost-effective, scalable architecture (RAG, Fine-tuning, Agentic).

02/

Data Engineering

Building the pipelines that feed clean, relevant data to the model in real-time.

02/

Data Engineering

Building the pipelines that feed clean, relevant data to the model in real-time.

03/

Integration & Build

Coding the application and connecting it seamlessly to your existing software stack.

03/

Integration & Build

Coding the application and connecting it seamlessly to your existing software stack.

04/

Deployment & Ops

Rolling out to production with logging, monitoring, and failover systems in place.

04/

Deployment & Ops

Rolling out to production with logging, monitoring, and failover systems in place.

05/

Production AI System

A fully functional, integrated AI product running live in your environment.

05/

Production AI System

A fully functional, integrated AI product running live in your environment.

06/

Ops Dashboard

Real-time view of system health, costs, and user activity.

06/

Ops Dashboard

Real-time view of system health, costs, and user activity.

Testimonial

Factor AI helped us get from ‘we should do something with AI’ to a clear first build with success metrics in days, not months.

Factor AI helped us get from ‘we should do something with AI’ to a clear first build with success metrics in days, not months.

Factor AI helped us get from ‘we should do something with AI’ to a clear first build with success metrics in days, not months.

Naveen Bhati

Founder & CTO, Factor AI

More services

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YOUR FIRST STEP

Book a free 30-minute call.

My job is to make sure you leave the first call with a clear, actionable plan.

Naveen Bhati

Strategic AI Consultant

YOUR FIRST STEP

Book a free 30-minute call.

My job is to make sure you leave the first call with a clear, actionable plan.

Naveen Bhati

Strategic AI Consultant

YOUR FIRST STEP

Book a free 30-minute call.

My job is to make sure you leave the first call with a clear, actionable plan.

Naveen Bhati

Strategic AI Consultant

FAQ

Questions we often get asked.

What kind of organisations does Factor work with?

We work best with organisations where technology is becoming strategically important and leadership recognises that adopting tools alone will not create the change they are looking for. Our work typically sits across leadership, product, engineering and operations.

Do you only advise, or do you also build?
Are you an AI consultancy?
How is Factor different from a traditional consultancy?
Do we need to know exactly what we want before talking to you?

FAQ

Questions we often get asked.

What kind of organisations does Factor work with?

We work best with organisations where technology is becoming strategically important and leadership recognises that adopting tools alone will not create the change they are looking for. Our work typically sits across leadership, product, engineering and operations.

Do you only advise, or do you also build?
Are you an AI consultancy?
How is Factor different from a traditional consultancy?
Do we need to know exactly what we want before talking to you?

FAQ

Questions we often get asked.

What kind of organisations does Factor work with?

We work best with organisations where technology is becoming strategically important and leadership recognises that adopting tools alone will not create the change they are looking for. Our work typically sits across leadership, product, engineering and operations.

Do you only advise, or do you also build?
Are you an AI consultancy?
How is Factor different from a traditional consultancy?
Do we need to know exactly what we want before talking to you?

START A CONVERSATION

Technology will keep changing. The question is what you change around it.

Factor is an independent advisory practice helping organisations navigate technological change across strategy, operating models, product and engineering.

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