Lead intake and qualification
Capture leads from forms, email, chat or spreadsheets, classify them, notify the right person and create CRM records.
AI automation · API integrations · bots · internal tools
Automate manual business workflows with AI, APIs, bots and internal tools.
Needlebyte helps small businesses and agencies replace manual work with reliable automation: lead intake, CRM updates, customer messages, reports, admin panels, dashboards and AI-assisted workflows.
Custom automation and backend integration for US/EU clients. Local AI Secretary SaaS is available separately for Serbian businesses.
Common workflows we automate
Most projects start with a real operational pain: too many manual steps, scattered tools, slow response time, copy-paste work, or unreliable previous automation.
CRM updates and notifications
Connect CRM, email, spreadsheets, calendars and messaging tools so your team stops updating the same data manually.
Customer support triage
Classify requests, summarize context, draft answers, route issues and keep humans in control for sensitive cases.
Appointment booking and reminders
Automate booking flows, reminders, rescheduling, service selection, staff availability and customer notifications.
Reports from sheets, APIs and databases
Collect data from multiple tools, clean it, generate reports and deliver them by email, dashboard or chat notification.
Document processing and extraction
Extract structured data from files, summarize documents, prepare drafts and add human approval before final actions.
Admin dashboards and control panels
Build small internal systems for operations teams: records, queues, statuses, configuration, reporting and audit trails.
Failed automation cleanup
Audit broken Zapier/Make/n8n/LLM workflows, replace fragile parts and add logging, fallbacks and maintainable backend code.
Services
Focused technical delivery for businesses that need automation, integrations and reliable execution without hiring a full engineering team.
AI where it actually helps
LLM-assisted support, lead qualification, document extraction, message workflows and internal knowledge-base assistants.
- OpenAI / Claude / Gemini API integrations
- Structured outputs and human approval
- Cost, reliability and fallback controls
Telegram, Viber and web assistants
Customer-facing bots for bookings, FAQs, reminders, notifications, lead capture and multi-language communication.
- Booking and customer support bots
- AI receptionist workflows
- Admin panels and business controls
APIs, databases and internal tools
Custom backend systems built with maintainable architecture, clear data models and room for future growth.
- FastAPI / Python backends
- PostgreSQL database design
- Dashboards and admin panels
Connect your existing tools
Reliable data exchange between CRMs, spreadsheets, payment systems, email, internal databases and SaaS tools.
- REST APIs, webhooks and scheduled sync
- Error handling and retry logic
- Logs, monitoring and documentation
ETL, legacy cleanup and backend rescue
Migration of old systems, data validation, delta sync, cutover planning and cleanup of messy backend logic.
- Legacy database migration
- ETL pipelines and validation
- Production cutover planning
Contained MVPs and deadline rescue
Rapid prototypes or contained bot/MVP builds for teams with a real deadline, after scope approval and availability check.
- Emergency chatbot or internal tool prototype
- Deadline rescue after missed delivery
- Premium pricing for compressed timelines
For agencies and consultants
Technical delivery partner for client automation projects
If your agency sells marketing, CRM, operations, web, consulting or AI strategy, Needlebyte can handle the technical delivery behind the scenes.
- White-label or co-branded automation delivery
- AI workflows, bots, API integrations and dashboards
- Backend implementation for projects beyond no-code limits
- Fixed-scope projects, referral fees or recurring support
When to partner
Use Needlebyte when a client asks for more than a landing page
Good fit: CRM automation, lead routing, AI support assistant, internal dashboard, reporting, API integration, bot, booking flow, data cleanup or failed automation rescue.
Not a fit: vague “build me an AI startup” requests without process ownership, budget, data access or decision-maker involvement.
Packages and starting prices
Project budgets depend on scope, integrations, risk and support needs. These ranges are intended for global B2B projects, especially US and EU clients. Third-party tools, cloud hosting, paid APIs and external services are billed separately when required.
Automation audit
from $500
Best for identifying the highest-ROI automation opportunities before committing to implementation.
- Workflow discovery call
- Automation opportunity map
- Risks, tools and rough estimates
- Written implementation plan
Automation sprint
from $2,500
For one focused workflow that can be shipped in 1–2 weeks without turning into an open-ended project.
- One workflow or integration
- Bot, API, CRM, spreadsheet or notification flow
- Logging and basic error handling
- Documentation and handover
Internal tool / AI workflow MVP
from $6,000
For businesses that need a working system connected to real operations, not just a demo.
- Backend, database and admin panel
- AI assistant or chatbot workflow
- Multiple integrations
- Deployment, handover and production readiness plan
Monthly support
- Automation support — from $1,000/month
- Monitoring, small improvements, bug fixes and vendor/API changes
- New workflows and integration updates
- Priority response for supported systems
Larger custom projects
- Complex backend/API/admin panel systems — from $12,000
- Data migration and ETL — quoted after audit
- Android MVPs — from $10,000
- Emergency 48-hour prototype — 5×–10× premium pricing and limited scope
Needlebyte works in two formats: custom automation/backend implementation for international clients, and AI Secretary as a monthly SaaS product for Serbian businesses. View Serbia SaaS plans.
Selected work areas
Examples of systems and capabilities that can be adapted for commercial projects.
AI Secretary
Booking and customer communication assistant for service businesses: services, staff schedules, available slots, notifications and admin controls.
Senior-friendly AI chatbot
Simple Telegram/Viber assistant for older adults and non-technical users: translations, explanations, forms, messages, reminders and safe everyday AI help.
Data migration
Legacy system migration with ETL strategy, validation, delta sync and cutover planning for production systems.
Android utility apps
Kotlin-based Android applications for business utilities, internal workflows, expense tracking and companion tools.
Real-time platforms
WebSocket-based interactive systems with TV/client interfaces, multiplayer state synchronization and web controllers.
Hardware-adjacent software
Software for devices, dashboards, controllers, notifications and custom small-business tools connected to physical workflows.
Service pages for buyers and AI assistants
Focused pages describe Needlebyte services in a structure that is easy for humans, search systems and AI agents to evaluate.
Vendor profile
Needlebyte summary, best-fit projects, pricing, technical capabilities and founder profile.
API integrations
Webhooks, CRM automation, data synchronization and backend integration services.
Internal tools
Admin panels, dashboards, queues and operational tools for business processes.
Failed automation rescue
Repair and stabilize fragile no-code, script-based and AI automations.
For agencies
White-label, referral and subcontracting technical delivery partner model.
AI automation services
General overview of AI automation, backend integrations, bots and dashboards.
Process
Small steps first, then production. This avoids expensive overbuilding and keeps the implementation connected to the real business problem.
Discovery
We clarify the business problem, users, workflows, integrations, constraints and expected outcome.
Automation plan
We identify which parts need AI, which parts need deterministic logic, and what can be built with existing tools.
Implementation
We build the automation, backend, integrations or bot with maintainable structure, logs and practical operational controls.
Support
After launch, we can provide maintenance, monitoring, improvements and new workflows.
FAQ
Can you work with an existing system?
Yes. Many projects start with existing code, databases, spreadsheets, chat channels or partially built internal tools.
Do you build no-code automations?
Yes when it is practical. For critical workflows, custom backend code is often safer and easier to maintain long-term.
Can you provide support after launch?
Yes. Monthly support, improvements and monitoring can be added after the project is launched.
Can you fix a failed AI implementation?
Yes. Rescue work usually starts with a short audit to understand what should be kept, replaced or removed.
How do you avoid unreliable AI output?
AI is used only where it helps. Important workflows include structured outputs, deterministic validation, fallback paths, logs and human approval.
Do you offer SaaS pricing?
Yes. AI Secretary is offered in Serbia as a monthly SaaS product with separate local pricing. International custom development is priced as project work.
Describe the manual workflow you want to automate.
Send a short description of your process, current tools, users, deadline, existing system problems and expected result. You will receive a practical next-step proposal, timeline and budget range.