Experienced Full-Stack Team Needed: Production-Ready AI Voice Agent SaaS Platform
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Experienced Full-Stack Team Needed: Production-Ready AI Voice Agent SaaS Platform (Multi-Tenant, Multi-Provider, Long-Term Partner)
Job Description
We are a new venture building a multi-tenant AI Voice Agent SaaS platform that enables organizations to automate outbound and inbound calling campaigns across multiple industries. Initial focus areas include debt collection, customer support, and appointment booking, with a clear roadmap to support additional verticals over time.
We have a detailed Functional Requirements Document ready to share with shortlisted candidates.
This is not an MVP build. We want a production-ready, market-grade platform from day one, built to scale, built to support enterprise clients, and built to expand into new industries without major rework.
The Core Concept
Think of this as a configurable AI calling engine. Clients upload their contacts, configure their AI agent's behavior and parameters, launch campaigns, and the platform handles everything from there. The platform is multi-tenant, meaning each client organization operates within a fully isolated workspace.
The platform is designed to be industry-agnostic, with configurable templates, outcome classifications, and compliance parameters that can be extended as new verticals are onboarded.
Key Technical Requirements
Multi-Provider Architecture
This is the most critical architectural requirement. Rather than being locked to a single provider, the platform needs to support a modular, swappable provider layer across three areas:
Voice and TTS generation (ElevenLabs, Cartesia, Azure Speech, Hume, LMNT, and others)
LLM and model providers (OpenAI, Anthropic, Google, Mistral, Azure OpenAI, and others, including custom endpoints)
Speech-to-text and transcription (Deepgram, AssemblyAI, Azure Speech, Gladia, and others)
Tenant admins need to be able to select their preferred providers per use case, and the system needs to make it straightforward to add new providers over time. We want candidates who have thought through how to build this cleanly using abstraction layers, provider adapters, and fallback logic.
Telephony
SIP Trunk support is mandatory, as clients need to be able to bring their own accounts
Twilio integration is preferred as a managed option
We are open to other managed providers if the team has strong reasons to recommend them
The telephony layer should follow the same modular approach as the provider architecture above
Platform Modules
The full scope covers the following modules, details of which are available in the FRD shared at screening stage:
Authentication and user management with role-based access control
Multi-tenant contact management with CRM sync capabilities
Outbound and inbound campaign engine with multi-step workflow support
AI agent strategy builder with configurable conversation and negotiation parameters
SMS and email template management
Analytics, reporting, and usage monitoring
Outcome classification engine
Payment and telephony integrations
RAG knowledge base management at both tenant and system level
Superadmin panel for tenant management, usage controls, and monitoring
What "Production-Ready" Means to Us
A clean, documented, and maintainable codebase
Proper test coverage on core business logic
A security-first approach where multi-tenant data isolation is non-negotiable
Scalable, containerized infrastructure built to handle growing client volume
A CI/CD pipeline with automated deployments from day one
Monitoring and alerting with visibility into system health and errors in production
Tech Stack
We are open to the team's recommendations. What matters to us is that the stack suits the scale and complexity of the system, that the team is genuinely expert in what they propose, that the architecture supports the multi-provider modular design, and that we retain full code ownership.
Ideal Team Profile
We are looking for a team or agency, not a solo freelancer:
Proven experience building multi-tenant SaaS platforms at production scale
Hands-on experience with VoIP and telephony integrations, with Twilio strongly preferred and SIP experience required
Experience integrating LLM APIs and building AI-powered conversational products
Familiarity with real-time audio pipelines covering STT, LLM, and TTS in low-latency voice flows
A strong portfolio demonstrating complex backend systems with workflow and campaign engines
A clear project management process with regular client communication
Capacity and genuine interest in a long-term engagement
Bonus points for:
Prior work in debt collection, contact center, or outbound dialer software
Knowledge of TCPA and FDCPA compliance requirements
Experience with RAG and vector database implementations
Familiarity with platforms like Vapi, Retell AI, or similar AI voice agent frameworks
Long-Term Partnership and Revenue Opportunity
We want to be transparent about what this relationship can grow into.
The initial engagement is to deliver the full production platform as scoped in the FRD. From there, we expect an opportunity for ongoing post-launch support, performance improvements, and incremental feature development.
As clients onboard, many will need integrations with their existing CRM systems, additional payment processors, and new industry vertical configurations. The right team can take these on as direct revenue opportunities, either channeled through us or negotiated directly with the client.
Longer term, the platform roadmap includes new provider integrations, advanced analytics, white-label capabilities, and additional industry verticals. We see this as a multi-year technical partnership, and the right team gets a serious, well-scoped project with real long-term upside.
What We Need in Your Proposal
Proposals without the following will not be reviewed:
Two or three relevant past projects covering SaaS platforms, VoIP/telephony, or AI-powered voice applications, with links or descriptions
Your recommended tech stack with a brief rationale, especially how you would approach the multi-provider architecture
A timeline estimate for a full production build
A budget range for the full scope
Your team structure, including who works on this and in what roles
Your project management approach covering milestones, communication cadence, and QA process
One paragraph on why your team is specifically the right fit for this project
We will share the full details under NDA and answer technical questions in a screening call with shortlisted candidates.
Budget
We are open to competitive, honest pricing from teams that can genuinely deliver. We have prior estimates as a benchmark and prefer milestone-based billing. We are not looking for the lowest bid. We are looking for the best value from a team we can trust long-term.
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