Python Project EstimationProject Estimation
Get a fixed price for your Python project in 2 weeks. No hourly billing, no surprises.
IRPR builds Python projects from scratch using Django, FastAPI, PostgreSQL, and AWS. We estimate every feature, integration, and deployment step before writing a single line of code.
Your Python project estimation includes a fixed price quote in the Roadmap phase (week 2). Typical MVPs run 8-12 weeks and cost $80K-$250K. We handle compliance like SOC 2, HIPAA, and PCI-DSS when needed.
CTOs hire us to replace vague estimates with concrete numbers. Product managers use our estimates to plan budgets. Startup founders get a fixed price to raise funding. Enterprise architects need accurate timelines for internal approvals.
Types of software we ship.
Web application backend
RESTful APIs with Django REST Framework or FastAPI. Includes authentication, database design, and third-party integrations.
Data pipeline
ETL pipelines using Apache Airflow, Pandas, and Snowflake. Handles batch and streaming data from multiple sources.
Machine learning model
Scikit-learn, TensorFlow, or PyTorch models packaged as APIs. Includes data preprocessing, training, and deployment on AWS SageMaker.
Automation script
Python scripts for web scraping, file processing, or system automation. Uses Selenium, BeautifulSoup, and cron jobs.
Chatbot backend
Conversational AI with Rasa or LangChain. Integrates with Slack, WhatsApp, or custom web interfaces.
SaaS MVP
Full-stack Python SaaS with Stripe billing, user roles, and admin dashboards. Built on Django or FastAPI with React frontend.
API gateway
High-performance API gateway using FastAPI and Redis. Handles rate limiting, caching, and microservice orchestration.
ETL system
Custom ETL with Apache Spark or Dask. Processes terabytes of data daily with monitoring and alerting via Prometheus.
We build for every business type.
startups
enterprises
data teams
SaaS companies
agencies
What goes into a Python project estimation
Every estimate covers architecture, integrations, compliance, and deployment.
IRPR breaks down your Python project into features, user stories, and technical tasks. We estimate each component using historical data from 200+ shipped products. This gives you a fixed price with no hidden costs.
Our estimation process includes database schema design, API endpoint planning, third-party integration scoping, and cloud infrastructure sizing. We also account for testing, CI/CD, and documentation. The result is a detailed Roadmap document you can share with stakeholders.
How IRPR's Python estimation differs from generic shops
Most agencies give vague estimates. IRPR gives a fixed price with a detailed scope.
Generic dev shops often quote a range like $50K-$200K and then bill hourly when scope changes. They skip the discovery phase and start coding immediately, leading to cost overruns.
IRPR spends the first 2 weeks on a Roadmap phase. We produce a written document with every feature, database table, API endpoint, and integration. You get a fixed price before any development begins.
- Hourly billing with no cap
- Vague estimates like '2-4 months'
- No written scope before start
- Scope creep leads to 2x budget
- No compliance planning upfront
- Code ownership unclear
- Fixed price from week 2
- Exact timeline in weeks
- Detailed Roadmap document
- Change requests priced separately
- HIPAA/PCI/SOC 2 scoped early
- Full code ownership from day 1
Our 4-step Python project estimation process
From idea to fixed price in 2 weeks.
We follow a structured process to ensure every Python project estimate is accurate and transparent. Each step builds on the previous one, reducing uncertainty.
By the end of week 2, you have a complete Roadmap with a fixed price. No surprises, no hidden fees.
What ships with your Python project estimation
You get more than just a price. You get a blueprint.
When you work with IRPR, the estimation phase delivers a complete technical plan. This document is your guide for development, testing, and deployment.
All deliverables are yours to keep, even if you don't proceed with development.
- Detailed Roadmap document with feature breakdown
- Database schema diagram (ERD)
- API endpoint list with request/response examples
- Third-party integration plan (Stripe, Twilio, etc.)
- Cloud infrastructure diagram (AWS, GCP, or Azure)
- Compliance checklist (HIPAA, PCI, SOC 2)
- Testing strategy (unit, integration, E2E)
- CI/CD pipeline design (GitHub Actions)
- Deployment runbook with rollback plan
- Fixed price quote with payment schedule
What we ship in this practice.
Healthcare patient portal backend
Built a HIPAA-compliant Django backend for a telemedicine startup. Reduced patient data access time by 40% using PostgreSQL and Redis caching. Integrated with Twilio for SMS notifications.
Fintech payment processing API
Developed a FastAPI microservice for a payment gateway. Handles 10,000 transactions per second with PCI-DSS compliance. Used Stripe Connect and Plaid for bank integrations.
Ecommerce recommendation engine
Created a Python-based recommendation system using collaborative filtering. Increased average order value by 15% for a mid-market retailer. Deployed on AWS SageMaker with real-time inference.
SaaS analytics dashboard
Built a multi-tenant Django app with Metabase integration. Reduced report generation time from 2 hours to 5 minutes. Used Celery for background task processing.
Real estate MLS data pipeline
Designed an ETL pipeline using Apache Airflow to ingest MLS data from 50+ sources. Reduced data latency from 24 hours to 15 minutes. Stored in Snowflake with dbt transformations.
EdTech content delivery platform
Developed a FastAPI backend for a learning management system. Supports 10,000 concurrent users with WebSocket-based live quizzes. Integrated with Stripe for course payments.
Why teams hire us.
Fixed price, not hourly
Every Python project gets a fixed quote in the Roadmap phase (week 2). No hourly billing, no surprise invoices, no scope creep charges. You know the exact cost before development starts.
Senior engineers only
IRPR hires only senior Python developers with 8+ years of experience. No junior or mid-level engineers. Your project is built by people who have shipped 200+ products.
8-12 week MVPs
We deliver production-ready Python MVPs in 8-12 weeks. Our estimation process ensures the scope fits the timeline. You get a working product fast, not a prototype.
Full code ownership
You own all source code, documentation, and infrastructure from day 1. No licensing fees, no vendor lock-in. We push code to your GitHub repository immediately.
Compliance built in
We estimate HIPAA, PCI-DSS, and SOC 2 requirements upfront. Our Roadmap includes compliance tasks so you don't have to retrofit security later.
Global team, US overlap
Our engineers work in time zones that overlap with US business hours. You get daily standups and real-time Slack communication. No 24-hour delays.
Idea → Roadmap → Product → Release.
Every engagement runs through the same four-stage pipeline. Predictable by design.
Questions clients ask first.
Related services and industries.
Ready to build? Let's talk.
30-minute discovery call. No deck. We'll tell you honestly what it takes, how long, and how much.