AI Systems, Modernization & Product Engineering
MicroPyramid is a software development company that builds RAG & AI systems, modernizes legacy Django and Python apps, and ships full-stack products for US startups and SMBs — delivered in days to weeks with AI-assisted engineering and senior accountability.
Who We Work With
We don't work with everyone — we work best with these four types of teams.
SMB SaaS Companies
You have a live product but need new features faster. Your team is stretched thin and you need senior technical judgment without growing headcount.
Support-Heavy Businesses
You have a large docs, FAQ, or ticket footprint. A RAG-based assistant can deflect support load and answer questions instantly from your own knowledge base.
Django & Python Products
Your product is built on Django or Python and needs modernization, a performance overhaul, a security audit, or rescue from accumulated technical debt.
Startups With Traction
You have early validation and need a senior technical execution partner to ship faster — someone accountable, not just a pair of hands.
What We Build
Three focused service areas — each with a clear use case, clear outcome, and a concrete first step.
AI / RAG
Build internal copilots, support assistants, document Q&A, and retrieval-backed product features over your own knowledge and workflows.
Modernization & Migration
Rescue aging products, modernize Django and Python systems, and migrate off brittle legacy platforms without reckless rewrites.
Product Engineering
Ship dashboards, portals, SaaS features, MVPs, and full-stack product improvements with senior-led frontend and backend execution.
How We Engage
We don't lead with open-ended retainers. Every engagement starts with a focused, fixed-scope offer — low risk, clear deliverable, fast start.
RAG Discovery Sprint
- Use-case mapping & data source review
- Architecture & stack recommendation
- Privacy, security & implementation roadmap
Internal Knowledge Copilot MVP
- Document ingestion pipeline
- Retrieval system with citations
- Web interface with role-based access
AI Support Assistant
- Knowledge ingestion from docs & FAQs
- Retrieval-backed answers with fallback
- Basic analytics & escalation logic
Django Modernization Sprint
- Full codebase review & audit
- Architecture cleanup & performance fixes
- Security hardening & next-phase roadmap
MVP Sprint
- Architecture & backend foundations
- Launchable product slice
- Optional AI/RAG components
Not sure where to start?
Book a free 30-minute discovery call. We'll listen to your situation and suggest the right first step.
What You Get
AI-native delivery and execution give you outcomes that large agencies and generalist shops can't match.
Faster Senior-Led Delivery
Focused sprints, proven engineering patterns, and direct execution help us move faster than bloated agency models.
Lower Execution Overhead
You get senior technical ownership without paying for layers of agency process and handoff friction.
Focused Engagements
Discovery, audit, migration, and product sprints start with clear scope and a concrete first outcome.
Senior Accountability
You work directly with the people shaping and building the solution.
Proof From Real Products and Clients
A mix of public case studies and long-term client trust — so you can see both what we build and how we work.
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BottleCRM
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DiscoveredBy
Built an AI search visibility platform for monitoring brand presence across major LLMs with competitive intelligence and optimization recommendations.
What Clients Say
Long-term trust still matters. These testimonials show how teams experienced working with MicroPyramid.
"MicroPyramid is a great place to go to if you are looking for passion as an ingredient for your enterprise or project. They understand the future, and the craft of manifesting your vision. In our case they actually made one of our dreams come to life."
"MicroPyramid team forms a strong partnership. They are our valued development partners specifically because they have a passion for inclusive finance that cannot be matched by most development houses. They are competent with unique ideas and thorough in their process."
"Ashwin and MicroPyramid have consistently and professionally delivered to my ever-changing specifications. Project changes are met with cheerfulness and enthusiasm. They are quick to deliver and have an in-depth knowledge of the industry."
Frequently Asked Questions
Straight answers to what US founders and CTOs ask us before starting an engagement.
Do you work with US companies, and how do you handle time zones?
Yes. Most of our clients are in the US, and we keep several hours of daily overlap with US time zones (ET/PT) for standups, calls, and reviews. You work directly with senior engineers, not account managers.
Who owns the code and intellectual property?
You do. You retain full ownership of all source code, IP, and infrastructure we build. We sign NDAs and IP-assignment agreements before work begins.
How quickly can you start, and how fast do you deliver?
We can usually start within days. Because we use AI-assisted engineering across our workflow, we ship working software in days to weeks rather than the weeks to months typical of traditional agencies.
How do you engage — fixed scope or open-ended retainer?
Every engagement starts with a focused, fixed-scope offer — a discovery sprint, audit, or MVP — so you get a clear deliverable at low risk before any long-term commitment.
What technologies do you specialize in?
Python, Django, FastAPI, React, and SvelteKit for engineering; RAG, LLM integration, and AI agents for AI work; and AWS, GCP, and Salesforce for cloud and platform delivery.
How do you use AI to deliver faster?
We build with AI-assisted engineering throughout — code, testing, and review — and we embed AI features and agents directly into client products. That compresses delivery from months to days or weeks while keeping senior oversight on every change.
What size companies do you work with?
We work best with startups that have early traction and SMB SaaS teams — companies that need senior technical execution and judgment without growing headcount.
Start With a Discovery Call
We start every engagement with a focused audit or sprint — not an open-ended retainer. Low risk, clear deliverable, fast start.
Response within 24 hours guaranteed