AI Systems, Modernization & Product Engineering
We help startups and SMBs build RAG-powered knowledge systems, modernize aging software, migrate fragile products, and ship full-stack product improvements.
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.
Refactored.ai
Built a multi-tenant AI-powered upskilling and interview practice platform with audio/video feedback, customized Jupyter workflows, and on-demand learner workspaces.
BottleCRM
Built a modern open-source, self-hosted CRM platform with multi-tenant architecture, invoicing, support workflows, and full-stack product delivery.
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."
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