AI agents, modernization & production-ready MVPs
For US startups and SMBs: senior Python engineers who put AI agents into production on the systems you already run, upgrade aging Django and Python apps before they fall out of support, and turn prototypes into software that holds up.
“Ashwin and MicroPyramid have consistently and professionally delivered to my ever-changing specifications… quick to deliver and with in-depth knowledge of the industry.”
Intentport Voice & text AI agents for websites
BottleCRM Open-source, self-hosted CRM
DiscoveredBy Brand visibility across AI engines
RunCode One-click cloud dev environmentsWhat We Do Best
Most teams start with one of these three. We still build web, mobile and SaaS products end to end: see all services.
AI Agents in Production
Agents that do real work inside the systems you already run: your app, your CRM, your documents. Built with evaluations, audit trails and cost controls, so they hold up after the pilot.
First step: Agent Pilot Sprint
Modernization & Upgrades
Upgrade aging Django, Python and cloud infrastructure before it falls out of support, without a risky rewrite. Tests go in first, then the upgrade, then a cutover you can roll back. Performance and cloud cost get fixed along the way.
First step: Upgrade Assessment
Prototype to Production
Built a prototype with Lovable, Bolt, Cursor or a freelancer? We make it production-grade: security, data access rules, tests, monitoring and an architecture that can grow. Or we build the MVP properly from day one.
First step: Production-Readiness Audit
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 and a backlog your team cannot get through. 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 answer common questions from your own knowledge base, with citations, and hand the rest to your team.
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 partner for the next stage, someone accountable, not just a pair of hands.
How We Engage
We don't lead with open-ended retainers. Every engagement starts with a focused, fixed-scope first step: low risk and a clear deliverable.
Agent Pilot Sprint
For AI Agents in Production
- One workflow built and running on your own data
- An evaluation set that measures accuracy before launch
- Cost per task and a production rollout plan
Upgrade Assessment
For Modernization & Upgrades
- Version, dependency and end-of-life audit
- An upgrade path with test gaps and risks called out
- A cost and speed review of your cloud bill and slowest pages
Production-Readiness Audit
For Prototype to Production
- Security review of auth, secrets and data access rules
- Code, test and architecture review
- A fix list in priority order, and a launch plan
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
Senior engineers, AI-assisted engineering under human review, and engagements scoped around a concrete first outcome.
Senior-Led Delivery
Focused sprints, with senior engineers writing and reviewing the code instead of an account-management layer in between.
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.
Teams we have built for
A selection of the clients and products behind our work.
- DiscoveredBy AI search visibility
- Creditable Africa Inclusive finance
- NowFinance Lending, Australia
- FireMatters Compliance, Australia
- PRO Music Tutor Music education
- Refactored.ai AI upskilling
- Det East VFX and production
- ParentOrbit Parenting platform
- JDB Technology Solutions Technology services
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 an open-source, self-hosted CRM platform with multi-tenant architecture, invoicing, support workflows, and full-stack product delivery.
DiscoveredBy
AI search visibility platform that tracks how brands appear in ChatGPT, Gemini, Perplexity, Claude, and Grok, built with FastAPI, SvelteKit, and AI agents.
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."
"MicroPyramid team is a life saver. Found them after trying multiple development teams for Python Django development and they are best to work with and highly talented. They know how to deploy apps to AWS and understand customer needs."
Frequently Asked Questions
Straight answers to what US founders and CTOs ask us before starting an engagement.
Do you work with US companies?
Yes. We work with US clients from our Plano, Texas office. 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 long does delivery take?
We reply within 24 hours and start with a discovery call or audit. Timelines depend on scope, so you get a fixed estimate after discovery. We ship in tightly scoped increments, with senior engineers and AI-assisted workflows under human review, so you see working software early.
How do you engage: fixed scope or open-ended retainer?
Every engagement starts with a focused, fixed-scope first step (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 in delivery?
We use AI for the repetitive parts (scaffolding, tests, and first-pass review) while senior engineers own the architecture and review every merge. We also embed AI features and agents directly into client products.
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, with a clear deliverable.
We reply within 24 hours