RAG-Powered Knowledge Systems and Product Engineering
We help startups and SMBs ship internal AI copilots, support assistants, and Django 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.
RAG & AI Knowledge Systems
Turn your docs, SOPs, and support data into a private retrieval assistant. Internal copilots, support assistants, and enterprise search — built securely with citations.
Django & Python Product Engineering
Modernize, rescue, or scale your Django product with 14+ years of deep backend expertise. Codebase audits, architecture cleanup, performance and security improvements.
AI Feature Integration
Add AI chat, retrieval-backed search, and workflow automation to your existing SaaS product. Practical AI features that improve UX and reduce operational load.
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.
60–80% Faster Delivery
AI-assisted development and proven patterns dramatically accelerate how fast we ship.
Up to 40% Cost Reduction
Execution with no agency overhead means more value per dollar spent.
Days, Not Months
Discovery sprints and fixed-scope engagements ship in days to weeks, not quarters.
Senior Accountability
You work directly with the people building.
Trusted by Leaders Worldwide
What clients say about working with us.
"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