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Build reliable backends — faster.

Ficus Framework is a modular Python backend foundation designed for teams who want production-grade architecture from day one — with multi-tenant support, CI/CD, and full auditability.

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Open-source foundation. Enterprise ready structure.

Developed by our team while contributing to internal systems at these companies.

Why Ficus

Build systems that stay clean as they scale


Most teams lose time rebuilding the same backend foundations — users, roles, audit logs, and deployment pipelines — again and again.
Ficus gives you a stable, extensible core built on Django and Python best practices, so you can focus on your product, not a boilerplate.

All Tasks

Waiting for approval

  • Payroll management

    Due on 2nd july

  • Employee Tracking

    2 days ago

  • Social media post

    Cancelled by user

  • Lead list

    70% prepared

  • Payment reminder

    sent to selected clients

All Tasks

Waiting for approval

  • Payroll management

    Due on 2nd july

  • Employee Tracking

    2 days ago

  • Social media post

    Cancelled by user

  • Lead list

    70% prepared

  • Payment reminder

    sent to selected clients

All Tasks

Waiting for approval

  • Payroll management

    Due on 2nd july

  • Employee Tracking

    2 days ago

  • Social media post

    Cancelled by user

  • Lead list

    70% prepared

  • Payment reminder

    sent to selected clients

Workflow Automation

🧱 Clean architecture (SOLID, Hexagonal)

🔐 Secure role-based access (RBAC)

🧩 Modular apps — plug and play

Internal Task Bots

100+ Automations

Inside Ficus Framework

Every project needs the same building blocks. Ficus brings them together with a consistent interface, ready for production.

AI Assistant

🏢 Multi-tenant architecture

Clean data isolation per organization or client.

Summaries

Scheduling

Many more

What can I help with?

Weather you want help in customer handling or make changes in your system just give me command

|

Add document

Analyze

Generate Image

research

What can I help with?

Weather you want help in customer handling or make changes in your system just give me command

|

Add document

Analyze

Generate Image

research

What can I help with?

Weather you want help in customer handling or make changes in your system just give me command

|

Add document

Analyze

Generate Image

E-mail Sending..

LinkedIn

IT services

Founders

Draft

Schedule

Sent

E-mail Sending..

LinkedIn

IT services

Founders

Draft

Schedule

Sent

E-mail Sending..

LinkedIn

IT services

Founders

Draft

Schedule

Sent

Sales & Marketing

📬 Bulk dispatch engine

Scalable document and email sender for financial or SaaS platforms.

Leads

Content

Social post

Custom Projects

🔄 CI/CD pipelines

Ready-to-use continuous integration and deployment flows.

Strategy

Custom AI

Consulting

Custom Projects

📜 Audit logging

.Full visibility of user and system actions.

Strategy

Custom AI

Consulting

Background

Built by engineers, for engineers.

Ficus Framework is developed by Daniel Farré Manzorro —Scientist, Python Staff Engineer and Architect behind production systems in finance, logistics, and data automation.
The framework is built with one goal: make backend architecture consistent, auditable, and maintainable from the very start.

Step 1

Smart Analyzing

We assess your needs and identify AI solutions to streamline workflows and improve efficiency.

Analyzing current workflow..

System check

Process check

Speed check

Manual work

Repetative task

Analyzing current workflow..

System check

Process check

Speed check

Manual work

Repetative task

Step 2

AI Development

Our team builds intelligent automation systems tailored to your business processes.

  • class AutomationTrigger:
    def __init__(self, threshold):
    self.threshold = threshold
    self.status = "inactive"

    def check_trigger(self, value):
    if value > self.threshold:
    self.status = "active"
    return "Automation triggered!"
    else:
    return "No action taken."
    def get_status(self):
    return f"Status: {self.status}"

  • class AutomationTrigger:
    def __init__(self, threshold):
    self.threshold = threshold
    self.status = "inactive"

    def check_trigger(self, value):
    if value > self.threshold:
    self.status = "active"
    return "Automation triggered!"
    else:
    return "No action taken."
    def get_status(self):
    return f"Status: {self.status}"

  • class AutomationTrigger:
    def __init__(self, threshold):
    self.threshold = threshold
    self.status = "inactive"

    def check_trigger(self, value):
    if value > self.threshold:
    self.status = "active"
    return "Automation triggered!"
    else:
    return "No action taken."
    def get_status(self):
    return f"Status: {self.status}"

  • class AutomationTrigger:
    def __init__(self, threshold):
    self.threshold = threshold
    self.status = "inactive"

    def check_trigger(self, value):
    if value > self.threshold:
    self.status = "active"
    return "Automation triggered!"
    else:
    return "No action taken."
    def get_status(self):
    return f"Status: {self.status}"

Step 3

Seamless Integration

We smoothly integrate AI solutions into your existing infrastructure with minimal disruption.

Our solution

Your stack

Our solution

Your stack

Step 4

Continuous Optimization

We refine performance, analyze insights, and enhance automation for long-term growth.

Chatbot system

Efficiency will increase by 20%

Workflow system

Update available..

Sales system

Up to date

Chatbot system

Efficiency will increase by 20%

Workflow system

Update available..

Sales system

Up to date

Use Cases

Who uses Ficus

Ficus is designed for developers, architects, and early-stage teams building:

-SaaS platforms serving multiple clients

-Portals for insurance or healthcare

-Financial automation tools and internal systems

Want to explore a case?

"AI-driven forecasting cut inventory waste by 40% for TrailForge"

TrailForge, a suitcase brand, faced stock issues and inefficiencies. Our AI forecasting optimized inventory and production cycles, helping them save costs and deliver faster.

Impact :

40% Less Inventory Waste

35% Faster Production

20% More Accurate Forecasting

25% Faster Fulfillment

"AI-driven forecasting cut inventory waste by 40% for TrailForge"

TrailForge, a suitcase brand, faced stock issues and inefficiencies. Our AI forecasting optimized inventory and production cycles, helping them save costs and deliver faster.

Impact :

40% Less Inventory Waste

35% Faster Production

20% More Accurate Forecasting

25% Faster Fulfillment

"AI-powered workflows reduced error rate by 80% in daily operations"

MedixChain, a healthcare logistics company, was dealing with frequent data errors and delays. We introduced AI validation and live tracking to improve accuracy and speed across their supply chain.

Impact :

80% Error reduction

90% Accuracy in Data Logs

30% Faster Delivery

60+ Hours Saved

"AI-powered workflows reduced error rate by 80% in daily operations"

MedixChain, a healthcare logistics company, was dealing with frequent data errors and delays. We introduced AI validation and live tracking to improve accuracy and speed across their supply chain.

Impact :

80% Error reduction

90% Accuracy in Data Logs

30% Faster Delivery

60+ Hours Saved

"AI integration helped ScaleByte close 3x more deals in less time"

ScaleByte’s sales team struggled with follow-up delays. Our AI sales assistant automated outreach, lead scoring, and CRM updates—resulting in faster responses and more closed deals.

Impact :

3x More Deals

40% Faster Responses

95% Lead Accuracy

CRM Fully Synced

"AI integration helped ScaleByte close 3x more deals in less time"

ScaleByte’s sales team struggled with follow-up delays. Our AI sales assistant automated outreach, lead scoring, and CRM updates—resulting in faster responses and more closed deals.

Impact :

3x More Deals

40% Faster Responses

95% Lead Accuracy

CRM Fully Synced

"Automating 50% of operations saved 20% in costs in 2 months"

FinSolve, a financial services firm, was overloaded with repetitive tasks. By automating workflows and integrating data systems, they streamlined operations and significantly reduced overhead.

Impact :

50% Operations Automated

20% Cost Reduction

70+ Hours Saved/Month

2x Faster Client Onboarding

"Automating 50% of operations saved 20% in costs in 2 months"

FinSolve, a financial services firm, was overloaded with repetitive tasks. By automating workflows and integrating data systems, they streamlined operations and significantly reduced overhead.

Impact :

50% Operations Automated

20% Cost Reduction

70+ Hours Saved/Month

2x Faster Client Onboarding

Benefits

The Key Benefits of Ficus for Your Business Growth

Ficus gives you a production-grade backedn foundation —modular, auditable, and ready for real growth.

Ready for Production

Start from a solid foundation. Ficus gives you a clean, scalable backend — not a prototype.

Ready for Production

Start from a solid foundation. Ficus gives you a clean, scalable backend — not a prototype.

Ready for Production

Start from a solid foundation. Ficus gives you a clean, scalable backend — not a prototype.

Multi-Tenant by Design

Serve multiple clients or workspaces safely.
Isolation, role-based access and data integrity built in.

Multi-Tenant by Design

Serve multiple clients or workspaces safely.
Isolation, role-based access and data integrity built in.

CI/CD and Testing Culture

Automated pipelines, test coverage, and reproducible deployments.
Speed without fragility.

CI/CD and Testing Culture

Automated pipelines, test coverage, and reproducible deployments.
Speed without fragility.

CI/CD and Testing Culture

Automated pipelines, test coverage, and reproducible deployments.
Speed without fragility.

Auditability and Transparency

Full trace of actions, changes, and workflows. Every event logged, every decision verifiable.

Auditability and Transparency

Full trace of actions, changes, and workflows. Every event logged, every decision verifiable.

Extensible Architecture

Modular by nature. Add or replace apps without breaking your core.

Extensible Architecture

Modular by nature. Add or replace apps without breaking your core.

Extensible Architecture

Modular by nature. Add or replace apps without breaking your core.

Built for Real Teams

Clear conventions, human-readable configuration, and documentation that evolves with your codebase.

Built for Real Teams

Clear conventions, human-readable configuration, and documentation that evolves with your codebase.

Built for Real Teams

Clear conventions, human-readable configuration, and documentation that evolves with your codebase.

Pricing

Collaboration Models

Ficus isn't a susbcrption platform —it's a foundation you own. We offer flexible collaboration models.

– One-time framework setup for your product.
– Ongoing support or architectural mentoring if needed.

Custom pricing based on scope — always code-first, never lock-in.

Monthly

Annually

Framework Integration

We deliver production-ready systems —not dependencies

Choose this plan

Choose this plan

Choose this plan

Choose this plan

Choose this plan

Choose this plan

What's Included:

Deploy one or more Ficus modules — Multi-Tenant Core, CI/CD, or Dispatcher — directly into your environment. Clean setup, reproducible deployments, full code ownership.

Deploy one or more Ficus modules — Multi-Tenant Core, CI/CD, or Dispatcher — directly into your environment. Clean setup, reproducible deployments, full code ownership.

Deploy one or more Ficus modules — Multi-Tenant Core, CI/CD, or Dispatcher — directly into your environment. Clean setup, reproducible deployments, full code ownership.

Custom Bundle Delivery

Popular

Turnkey delivery for specific use cases:
SaaS foundation, Document Dispatcher, or Client Portal (coming soon).
Delivered with documentation, tests, and deployment scripts.

Choose this plan

Choose this plan

Choose this plan

Choose this plan

Choose this plan

Choose this plan

Technical Handover

Every engagement ends with a full transition.
You keep the architecture, the knowledge, and complete autonomy.

Schedule a call

Schedule a call

Schedule a call

Schedule a call

Schedule a call

Schedule a call

A structured transition process: we transfer knowledge, documentation, and architecture decisions — your team takes over with confidence.

Testimonials

Why Businesses Love Our AI Solutions

Real businesses, real results with AI automation.

"AI automation transformed our operations by eliminating repetitive tasks and improving efficiency. Scaling our workflow has never been easier!"

James Carter

CEO at TechFlow Solutions

"AI automation transformed our operations by eliminating repetitive tasks and improving efficiency. Scaling our workflow has never been easier!"

James Carter

CEO at TechFlow Solutions

"With AI, we cut manual work and improved accuracy. Our team now focuses on high-impact tasks while automation handles the rest!"

Sophia Martinez

Operations Manager at NexaCorp

"With AI, we cut manual work and improved accuracy. Our team now focuses on high-impact tasks while automation handles the rest!"

Sophia Martinez

Operations Manager at NexaCorp

"AI-driven insights doubled our sales efficiency. We now engage leads at the right time with smarter, data-backed decisions!"

David Reynolds

Head of Sales at GrowthPeak

"AI-driven insights doubled our sales efficiency. We now engage leads at the right time with smarter, data-backed decisions!"

David Reynolds

Head of Sales at GrowthPeak

"Customer support is now seamless. Our response time improved drastically, and satisfaction levels are at an all-time high, thanks to xtract"

Emily Wong

Customer Success Lead at SupportHive

"Customer support is now seamless. Our response time improved drastically, and satisfaction levels are at an all-time high, thanks to xtract"

Emily Wong

Customer Success Lead at SupportHive

FAQs

Common Questions

Some of the most frequent questions about Ficus Framework and how we work.

How can AI automation help my business?

How can AI automation help my business?

Is AI automation difficult to integrate?

Is AI automation difficult to integrate?

What industries can benefit from AI automation?

What industries can benefit from AI automation?

Do I need technical knowledge to use AI automation?

Do I need technical knowledge to use AI automation?

What kind of support do you offer?

What kind of support do you offer?

Build once. Scale safely.

Request early access to the demo release or connect to discuss collaboration opportunities.

Book a free call

Book a free call

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