Skip lengthy recruiting cycles. With outstaffing you unlock a ready-to-deploy bench of Python specialists who have already mastered invoice parsing, cash-application algorithms, and ERP integrations.
Pay only for productive hours—no payroll taxes, benefits, or office overhead. Instantly scale a sprint-ready team up or down to match seasonal billing peaks.
Maintain full control: engineers work in your Git repo, follow your SDLC, and report daily to your CTO while our success manager removes admin friction.
Compared with direct hiring, outstaffing delivers 60-70 % cost efficiency, keeps IP protected by airtight NDAs, and lets you focus on strategic finance innovation instead of HR paperwork.
Hire in 72 hrs
40% Cost Cut
Elastic Scaling
Zero Payroll Tax
Pre-vetted Seniors
Time-Zone Overlap
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KPI-based Billing
What CTOs Say About Our Python Augmentation
Python cash-application micro-service went live in two weeks, cutting unapplied cash by 38 %. Smartbrain.io delivered a senior developer overnight, who plugged into our Stripe API, optimised Pandas workflows, and wrote PyTest suites that our team now relies on daily.
Laura Mitchell
VP Engineering
ClearLedger Inc.
Needed real-time AR aging analytics in Power BI. Smartbrain’s Python expert refactored our SQLAlchemy layer, deployed FastAPI, and integrated SAP in three sprints. Productivity jumped 26 % and overdue invoices dropped.
Ethan Ross
CTO
Precision Gears USA
The outstaffed dev created a HIPAA-compliant invoice reconciliation engine in Python. Onboarding took one morning. Turnaround on claim matching improved by 54 %, freeing analysts for patient care.
Olivia Turner
Director of IT
MedUnity Health
Our Magento store ran massive overdue balances. Smartbrain’s Python augmentation built dunning automation using Celery & Twilio, shrinking DSO by 9 days and saving $120k monthly.
James Carter
Head of Digital
TrendSphere Online
Needed **payment reminder scheduling** inside our Django portal. Smartbrain dev handled cron logic, Stripe webhooks, and React hooks. Feature shipped 3x faster than roadmap, keeping churn below 1 %.
Mia Brooks
Co-Founder & CTO
CloudPivot Software
Smartbrain supplied a senior Pythonist who automated **auto cash posting** to Oracle E-Biz. Integration-testing suite cut release QA by half, and month-end close moved up two days.
Daniel Perez
Engineering Manager
FreightPath Solutions
Industries We Serve
FinTech & Banking
Automated cash application, credit-risk scoring, ACH integration. Python developers refine ledger schemas, build predictive ML for payment defaults, and maintain PCI-compliant APIs for real-time accounts receivable payment solution management.
eCommerce Platforms
Python experts craft dunning workflows, handle multicurrency gateways, and sync Shopify/Magento data, ensuring seamless accounts receivable automation and reduced cart-abandonment write-offs.
Manufacturing ERP
Augmented teams extend SAP & Oracle modules, generating AR aging dashboards and IoT-driven invoice triggers, keeping payment solution data current across plants worldwide.
Healthcare Billing
HIPAA-ready Python services reconcile EDI 835/837 files, spot denials, and auto-post payments, slashing manual touchpoints in hospital accounts receivable workflows.
SaaS Subscription
Developers build Stripe, Recurly, Chargebee bridges, delivering real-time MRR analytics and payment collection automation that keeps churn in check.
Logistics & Freight
Python scripts parse carrier invoices, link POD documents, and push auto-billing events, tightening accounts receivable cycles across multi-modal networks.
Energy & Utilities
Augment teams integrate AMI data with SAP-ISU, generating accurate, timely invoices and predictive **AR aging analytics** for rate-payer management.
Media & Advertising
Python frameworks match insertion orders to delivery metrics, automate **billing dispute resolution**, and surface actionable AR KPIs in dashboards.
Insurance
Outstaffed engineers create policy-linked payment portals, automate premium dunning, and run credit-risk models to predict late payments.
accounts receivable payment solution
FinTech Cash-Application Revamp
Client: VC-backed B2B payments platform.
Challenge: Needed an accounts receivable payment solution that eliminated 30 % unapplied cash across 12,000 daily transactions.
Solution: Two augmented Python engineers embedded with the client’s squad, refactoring Pandas pipelines and deploying a FastAPI micro-service for real-time matching against bank feeds.
Result: 87 % reduction in unapplied cash within six weeks, freeing finance team for higher-value tasks.
Global Manufacturer AR Analytics
Client: Fortune-1000 machinery producer.
Challenge: Regional CFOs lacked visibility into an accounts receivable payment solution spread across five ERPs.
Solution: Our Python squad delivered a Snowflake ETL job and a Plotly Dash dashboard merging data nightly.
Result: DSO dropped by 9 days, and monthly reporting time shrank 70 %.
Healthcare Denial Reconciliation
Client: Multi-state hospital network.
Challenge: Manual reconciliation in their accounts receivable payment solution led to delayed reimbursements.
Solution: Three HIPAA-trained Python developers automated EDI 835 parsing and integrated ML-based denial prediction.
Result: Claim reconciliation speed improved by 58 %, recapturing $4.2 M annually.
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120+ Python engineers placed, 4.9/5 avg rating.
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Core Services
Cash-Application Automation
Pre-built OCR and Pandas pipelines that auto-match bank statements to invoices. Outstaffed Python talent customises integrations, slashing manual posting and accelerating cash flow.
ERP Integration
Python engineers build secure connectors to SAP, Oracle, and NetSuite, syncing AR data bi-directionally for error-free finance operations.
Dunning Workflows
Experts craft Celery-powered reminder systems, Twilio messaging, and dynamic retry logic that reduce overdue balances.
AR Analytics Dashboards
Plotly Dash, Power BI, and Pandas models deliver KPIs such as DSO, aging buckets, and cash-forecast visuals to CFO dashboards.
Billing Dispute Resolution
Machine-learning models in scikit-learn classify disputes, route tickets, and predict settlement probability, accelerating collections.
Credit-Risk Scoring
Python specialists deploy predictive analytics that flag high-risk customers, enabling proactive engagement and reducing bad debt.
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