Can AI Automate Repetitive Office Work?Automate
IRPR builds custom AI software that handles data entry, scheduling, invoicing, and email routing. Ship a working tool in 10-14 weeks with a fixed price of $60K-$150K.
IRPR builds custom AI automation tools using Python, TensorFlow, and GPT-4 APIs to handle repetitive office work like data entry, email sorting, report generation, and CRM updates. Our engineers design models that learn your workflows, not just generic templates.
A typical AI office automation project ships in 10-14 weeks with fixed pricing between $60K and $150K. All integrations comply with SOC 2, HIPAA, or PCI-DSS where required. You get source code, documentation, and a 3-month warranty.
Operations managers hire us to eliminate spreadsheet drudgery. HR directors automate onboarding paperwork. Finance teams process invoices hands-free. Customer support leads cut ticket resolution time by 65%.
Types of software we ship.
AI Data Entry Automation
Extracts data from emails, PDFs, and scanned forms using OCR and NLP. Integrates with Salesforce or Airtable to auto-populate fields.
AI Email Sorting and Routing
Classifies incoming emails by intent and routes to the right team or auto-replies. Built with Gmail API and custom classifiers.
AI Invoice Processing
Reads supplier invoices, extracts line items, and pushes to QuickBooks or Xero. Handles multi-currency and tax calculations.
AI Report Generation
Pulls data from databases and spreadsheets to produce weekly PDF reports. Uses Python and Jinja2 for templated outputs.
AI Scheduling Assistant
Scans email threads, finds open slots, and books meetings in Google Calendar. Integrates with Zoom and Teams.
AI Document Classification
Automatically tags contracts, resumes, and compliance forms by content. Uses BERT-based models for high accuracy.
AI Workflow Automation
Connects apps like Slack, Notion, and Jira with custom triggers and actions. Built on AWS Step Functions for reliability.
AI Customer Support Chatbot
Answers common questions, creates tickets, and escalates to humans. Trained on your knowledge base using RAG and GPT-4.
We build for every business type.
Finance and Accounting
HR and Administration
Customer Support
Healthcare Admin
Operations and Logistics
What AI Office Automation Delivers
IRPR builds AI automation software that handles the grunt work your team hates.
Repetitive office work eats 69% of the average knowledge worker's day, according to McKinsey. Our AI automation systems cut that burden by targeting high-volume tasks first. After a 2-week discovery phase, we identify where machine learning can reduce manual effort without breaking existing workflows.
One HR SaaS client reduced resume screening from 25 hours per week to 2 hours. Another logistics company automated shipment tracking updates for 15,000+ orders monthly. The tools pay for themselves within 6-12 months through headcount savings alone.
the difference
Why IRPR vs a generic AI freelancer.
Hiring a solo developer off Upwork often results in a half-built prototype with no documentation, no compliance, and no plan for model drift. AI automation software must be maintainable, auditable, and secure.
IRPR ships production-ready code with full ownership, automated testing, and a warranty. Our senior engineers design for scalability from day one, and we never hand over a black box.
- Uses off-the-shelf chatbots with no customization
- No industry compliance knowledge
- Hourly billing with runaway costs
- Black box models you can't audit
- No integration with your existing tools
- Abandons project after delivery
- Custom AI models trained on your data
- SOC 2, HIPAA, PCI-DSS compliant
- Fixed price agreed before code is written
- Full source code ownership and documentation
- Direct integration with Slack, Gmail, Salesforce
- 3-month warranty with post-launch support
Our 4-Phase AI Automation Process
From idea to running software in under 14 weeks.
Phase 1: Discovery (week 1-3). We interview users, audit current workflows, and select the AI approach. You get a 12-page technical spec.
Phase 2: Roadmap (week 4). We agree on features, mockups, and a fixed price. No coding starts until you sign off. Phase 3: Build (weeks 5-11). Two senior engineers code your project with weekly demos. Phase 4: Release (weeks 12-14). We deploy to your cloud, train users, and provide 3 months of warranty.
ships by default
Every AI automation engagement includes these deliverables.
We don't just hand over a model and walk away. Each project ships with a complete, tested codebase and the infrastructure to run it.
- Production-ready Python codebase
- API endpoints for integration
- Admin dashboard for monitoring
- User authentication with SSO
- Data pipeline with ETL logic
- Automated testing suite
- CI/CD pipeline on GitHub Actions
- Sentry error tracking
- Documentation and runbooks
- 3 months post-launch support
What we ship in this practice.
AI Invoice Processing for a Fintech Startup
Reduced invoice processing time from 4 hours/day to 15 minutes/day. Built with Python, AWS Textract, and QuickBooks integration. Handles 1,000+ invoices/month with 95% accuracy.
Automated Candidate Screening for an HR SaaS
Parses 500+ resumes per week, filters top 20% by skills match. Uses GPT-4 and vector search. Cut screening time by 80%, saving 22 recruiting hours weekly.
Email Ticket Routing for a 24/7 Support Team
Classifies incoming customer emails into 12 categories and auto-assigns to agents. Built with Gmail API and a custom BERT model. Reduced first-response time from 4 hours to 15 minutes.
Automated Compliance Document Tagging for a Law Firm
Scans 10,000+ legal documents and tags 40+ metadata fields. Uses AWS Comprehend and custom NER. Eliminated 30 hours/week of manual review.
Inventory Replenishment Alerts for a Manufacturer
Monitors stock levels and automatically generates purchase orders when thresholds hit. Built with Python, PostgreSQL, and SAP integration. Reduced stockouts by 70%.
Patient Intake Automation for a Clinic Network
Digitizes paper forms using OCR and NLP, then populates EHR fields. Cuts registration time by 90% for 2,000+ patients/month. HIPAA-compliant on AWS.
Why teams hire us.
Fixed price, not hourly
Every project gets a fixed quote during the Roadmap phase (week 4). No hourly billing, no surprise invoices, no scope creep charges. You know the total cost before a single line of code is written.
No black boxes
You own the source code, the model training scripts, and the prompt engineering logic. We don't lock you into proprietary platforms. Your team can audit and modify everything.
Code you own forever
All intellectual property transfers to you at project close. There are no licensing fees or vendor lock-in. Deploy it in your own AWS account or on-prem.
Senior engineers only
IRPR teams are staffed with engineers who have 7+ years of experience building production AI systems. No junior devs learning on your dime. You pair with Python and MLOps veterans.
10-14 week MVPs
We ship the first working version in under 100 days. Over 200 products shipped, with 98% on-time delivery. Fast feedback loops reduce waste and get automation live sooner.
HIPAA & SOC 2 from day one
If your office handles sensitive data, we bake compliance into the architecture from the start. Our default build includes encryption at rest, audit logs, and role-based access control.
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.
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