US small and mid-size companies that already have a working prototype or fragile production system and need an owner who can decide what to keep, what to rebuild, and what Soft Pyramid should deliver. If you only need a vendor to code a feature list, this is the wrong conversation.

A demo that is already carrying real users, a stack that works until load or auth hits, or a set of automations nobody can safely change. Typical entry: architecture review (about two weeks), AI Rescue (four to six weeks), or ongoing fractional CTO judgment. Soft Pyramid handles delivery; I keep the architecture calls.

How does timeline usually work?

We start with a thirty-minute call, no deck. If it is a fit, a review or rescue has a clear window (two weeks, or four to six). Fractional work is monthly. I will say no early if I should not take it, and point you somewhere better.

What does handoff look like?

You leave with a plan your team can execute, or with Soft Pyramid building under that plan. Scope, contracts, and the delivery calendar live with Soft Pyramid; this site is where you decide whether you trust the judgment behind it. When the engagement ends, operations stay with your people — not locked to me.

Fakhar Khan · Frisco, Texas

Enterprise architecture and judgment for AI-era systems

Founder & CEO of Soft Pyramid. I help US small and mid-size companies turn AI-era prototypes into systems that hold up in production.

Talk with Fakhar Soft Pyramid — delivery & company →

Fakhar Khan, Soft Pyramid founder and enterprise architect

AI Rescue

Your prototype works in the demo. Production is a different problem.

Lovable, Replit, and Cursor got you to a working demo faster than any team could. What they did not give you is an auth model, a queue, a migration path, or anyone accountable at 2am.

I come in for four to six weeks, find what breaks first under real load, then either rebuild the core in Laravel or hand your team a plan they can execute without me.

How a rescue actually runs →

Proof

Three systems that were failing, and what changed.

Real estate ops · US

Prototype to production in nine weeks

A no-code prototype was already routing live buyer leads with no auth model, no queue, and no tests. We rebuilt the core in Laravel, kept the interface the team liked, and shipped behind a feature flag so production could take traffic without a big-bang cutover.

Brokerage network · RE/MAX, Keller Williams

One architecture, forty offices

Each office had drifted into its own listing workflow. We consolidated on one data model and one deployment path, then handed operations back to the internal team so forty offices could run the same system without inventing local forks.

Operations automation · US SME

The workflow nobody could safely change

Sixty automations, no versioning, and one person who understood them. We rebuilt the critical paths in n8n with review and rollback, then trained two people to own it so changes stopped depending on a single hero.

How we partner

Three ways in. Each one starts with a conversation, not a scope document.

Architecture review

2 weeks

I read the code, the infrastructure, and the roadmap, then tell you what breaks first and in what order. You keep the document whether or not we work together.

AI Rescue

4–6 weeks

Hands-on rebuild of the core of a prototype that is already carrying real users. Delivery runs through the Soft Pyramid team; the architecture calls stay with me.

Fractional CTO

Monthly

Ongoing judgment for a team without a senior technical owner: hiring, vendor decisions, architecture calls, and the version of the plan your board can read.

Authority

The credentials, and what they actually buy you.

Certified Laravel Expert

The certification is the floor. The work is the architecture audits behind it.

n8n Ambassador

I teach the automation stack I deploy — including to teams that later hire us.

Founder, Laravel Live Pakistan

I run the country’s Laravel conference. That is where our senior engineers come from.

Author × 2

AI for Artisans and Beyond Code — shipping with AI without losing the plot.

Frisco for the relationship. Lahore for the depth. One accountable owner either way.

How Soft Pyramid is built

Writing

Thinking out loud, in public.

All writing →

n8n Production Case Study: What Survives After the Demo for US Service Firms

Sep 2026

7 min

What Production AI Systems Need That Demos Don’t

Sep 2026

8 min

Stronger Than Us, Not Smarter: Why Superintelligence Breaks Human Prediction

Sep 2026

8 min

Delivery

Soft Pyramid builds and runs what we design here.

Thirty engineers in Lahore, US operations in Frisco. Scope, team, contracts, and the delivery calendar live on the company site. This site is where you decide whether you trust the judgment behind it.

Visit softpyramid.com

FAQ

Before you book — fit, timeline, and handoff.

Who is this for?: US small and mid-size companies that already have a working prototype or fragile production system and need an owner who can decide what to keep, what to rebuild, and what Soft Pyramid should deliver. If you only need a vendor to code a feature list, this is the wrong conversation.
What is a good fit?: A demo that is already carrying real users, a stack that works until load or auth hits, or a set of automations nobody can safely change. Typical entry: architecture review (about two weeks), AI Rescue (four to six weeks), or ongoing fractional CTO judgment. Soft Pyramid handles delivery; I keep the architecture calls.
How does timeline usually work?: We start with a thirty-minute call, no deck. If it is a fit, a review or rescue has a clear window (two weeks, or four to six). Fractional work is monthly. I will say no early if I should not take it, and point you somewhere better.
What does handoff look like?: You leave with a plan your team can execute, or with Soft Pyramid building under that plan. Scope, contracts, and the delivery calendar live with Soft Pyramid; this site is where you decide whether you trust the judgment behind it. When the engagement ends, operations stay with your people — not locked to me.

Tell me what is breaking.

Thirty minutes, no deck. If it is not something I should take on, I will say so and point you at someone better.

Talk with Fakhar