Rexplore Research Labs
- Company typePrivate
- Founded2025
- HeadquartersLilongwe, Malawi
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
Rexplore Research Labs firmographics
Firmographics- Name
- Rexplore Research Labs
- Legal name
- Rexplore Research Labs Limited
- Website
- https://rexplore.ai/
- Company type
- Private
- Founded year
- 2025
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Ownership category
- akta.pro rank
Rexplore Research Labs industry classification
Industry- Product category
- AI Voice Infrastructure & Platforms
- NAICS
- Custom Computer Programming Services (541511), Computer Systems Design and Related Services (5415), Software Publishers (51321), Telephone Call Centers (56142)
- SIC
- Services-Computer Programming Services (7371), Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- LLMOps & Generative AI Platforms (Prompt/Agent Orchestration, RAG) (HDAEANAD)
- akta.pro secondary industries
- Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF), Generative AI & LLM Solutions Services (RAG, Agents, Copilots) (BPAEAHAG), AI & Automation in Customer Service (Chatbots, Agent Assist) (EDABACAO)
Keywords
Where Rexplore Research Labs is headquartered
LocationHeadquarters
- HQ city
- Lilongwe
- HQ country
- Malawi
- HQ region
- Africa
Offices2 records
Markets served
Rexplore Research Labs business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- Luso8 Cloud Subscription: SaaS subscription platform providing AI-powered go-to-market capabilities including customer discovery, engagement automation, voice AI, and market intelligence for African markets. Billed monthly or annually with subscription tiers.
- Consulting & Professional Services: Embedded 6-12 week research engagements with one or two researchers and an applied engineer shipping working systems for clients. Approximately 4 named engagements per year in voice AI, MARL, and applied LLM infrastructure.
- Voxtra Open Source / Enterprise Support: Open-source Apache 2.0 framework with potential enterprise support contracts for production deployments, multi-tenant SaaS hosting, and advanced features.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | Luso8 Cloud platform subscription with AI-powered GTM capabilities |
| Subscription | Annual | Luso8 Cloud annual subscription |
| Other | Multi-year contract | Custom consulting engagement - embedded research team for 6-12 weeks |
Go-to-market motion4 records
Distribution channels4 records
Marketing channels7 records
Rexplore Research Labs product offering
Product offeringCore offering
Rexplore Research Labs builds AI research and product offerings focused on autonomous agents, multilingual voice AI, and intelligent cloud platforms. Its primary products are Voxtra, an open-source Python framework bridging telephony (Asterisk, FreeSWITCH, LiveKit) with AI voice providers (STT, LLM, TTS), and Luso8 Cloud, a subscription platform combining autonomous AI agents, customer discovery, multi-channel engagement, voice AI, CRM automation, and real-time market intelligence for businesses expanding across 54 African economies under AfCFTA. The lab also delivers embedded 6–12 week consulting engagements in voice AI, MARL, and applied LLM infrastructure, and is developing MARL-based industrial automation systems for mining and manufacturing fleets.
Product overview
Rexplore Research Labs operates three divisions built on a shared core of reinforcement learning, multi-agent systems, and autonomous agent research. Voxtra is the open-source voice AI infrastructure layer — bridging Asterisk/FreeSWITCH/LiveKit telephony with AI providers (Deepgram, OpenAI, ElevenLabs, Cartesia) through an LLM-agnostic Python framework. Luso8 Cloud is the flagship GTM platform built on Voxtra — combining customer intelligence, multi-channel engagement, AI-powered support, and market intelligence for businesses expanding across AfCFTA's 54 economies. The Industrial Automation Division applies the lab's MARL research to physical environments (mining fleets, warehouse robots, manufacturing workcells) with safety-first deployment. All three divisions share the same research foundation in RL, multi-agent systems, and NLP for African languages.
Differentiator
Problem solved
Functional benefit
Brands
- Voxtra: Open-source Python framework bridging telephony infrastructure (Asterisk, FreeSWITCH, LiveKit) with AI voice agents (STT, LLM, TTS). Enables developers to build AI-powered call centers without telecom expertise. Released under Apache 2.0 license. Powers Luso8 Cloud's call center operations.
- Luso8 Cloud
- Industrial Automation Division
Products and services
- Voxtra Open-source Python framework that bridges telephony infrastructure (Asterisk, FreeSWITCH, LiveKit) with AI voice agents via STT→LLM→TTS pipelines. Enables developers to build production-ready AI-powered call centers without learning telecom internals. Apache 2.0 licensed with provider-registry architecture supporting Deepgram STT, OpenAI GPT-4o, ElevenLabs and Cartesia TTS.
- Luso8 Cloud AI-powered go-to-market platform for African markets under the AfCFTA. Combines autonomous AI agents, customer discovery, automated multi-channel engagement (WhatsApp, SMS, email), AI-powered customer support, omnichannel communications, CRM automation, and real-time market intelligence into a unified business operating system designed for Africa's 54 economies.
- Industrial Automation Division Multi-Agent RL systems for industrial autonomy — coordinating robot fleets, optimizing production lines, and enabling safe human-robot collaboration in mining, warehouse, and manufacturing environments. Builds on the lab's core MARL research with ISO 10218 and ISO/TS 15066 safety compliance.
- Consultation Practice Embedded 6–12 week consulting engagements where a small Rexplore research team ships working AI systems directly in client repositories. Approximately 4 named engagements per year, covering voice AI, multi-agent reinforcement learning, and applied LLM infrastructure for enterprise and startup clients.
Quantifiable outcome
- 84% forecast accuracy in cross-border currency valuation for SADC region over 30-day window
- +3 more outcomes
Companies that use Rexplore Research Labs
Customer profileNamed customers6 records
Segments5 records
Ideal customer profiles6 records
Rexplore Research Labs technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration10 records
AI capability12 records
Feature6 records
Rexplore Research Labs partnerships and signals
Strategic signalPartnerships
Four partnerships are on record, tiered core and supporting.
- ADAI CirclecoreData curation partner supporting voice AI research for African languages. Rexplore founder co-founded ADAI Circle as the first refugee-led AI initiative in Malawi, providing curriculum design across AI, ML, and Data Science education for underserved youth. Partnership provides training data for speech models and validates research through community engagement.
- Google Cloud for StartupscoreProvides compute credits for startup cloud infrastructure. Rexplore uses Google Cloud Platform for hosting Luso8 Cloud with secure cloud infrastructure. Enables access to scalable compute resources for AI training and deployment.
- MongoDB for StartupssupportingDocument database credits provided for document-based data storage needs. Used for flexible data models in Luso8 Cloud platform and Voxtra multi-tenant provisioning systems.
- Neo4j for StartupssupportingGraph database credits supporting knowledge graph and relationship-based data structures. Relevant for multi-agent system coordination and complex network analysis in trade corridors.
Scale indicators8 records
Recent moves6 records
Expansion highlights5 records
Rexplore Research Labs competitors and assessment
Company assessmentDirect peers
- InstaDeep: InstaDeep is an Africa-headquartered AI research and product company focused on reinforcement learning, multi-agent systems, and bioinformatics — highly comparable to Rexplore on geographic origin, research focus (RL/MARL), and dual research/product model.
- Bland AI: Bland AI provides an API for deploying AI phone agents at scale with enterprise telephony integration, overlapping with Voxtra's STT→LLM→TTS pipeline and Luso8 Cloud's call-center automation.
- Retell AI: Retell AI offers an API platform for building conversational voice AI agents with telephony support, closely matching Voxtra's developer-first voice agent stack and end-to-end call-handling capabilities.
- VAPI: VAPI provides developer infrastructure for building, testing, and deploying voice AI agents with telephony integration — directly comparable to Rexplore's Voxtra framework in product category, target developer customer, and AI-call-center use case.
Others
- Deepgram: Deepgram provides enterprise-grade speech-to-text APIs that Voxtra integrates as a first-class provider — comparable in voice AI modality (ASR) and adjacent to Rexplore's stack, though focused on the STT layer rather than end-to-end agent orchestration.
- LiveKit: LiveKit provides open-source real-time audio/video infrastructure that Voxtra integrates with and Luso8 Cloud uses for AI call handling — a direct technology partner and adjacent infrastructure peer in the same voice-AI ecosystem.
Broad incumbents
- PolyAI: PolyAI builds enterprise-grade conversational voice assistants for customer service and contact centers, comparable in target market (contact-center AI) and capability set, but operating at much larger scale and without Africa-first specialization.
- Symbotic: Symbotic applies AI and robotics to industrial warehouse and supply-chain automation — comparable to Rexplore's Industrial Automation Division in MARL-driven fleet coordination, though operating at vastly larger scale in industrial autonomy.
- LangChain: LangChain provides the leading open-source framework and platform for LLM orchestration, agents, and RAG — comparable in developer-tooling positioning and agentic AI infrastructure scope to Voxtra, though broader in target use cases.
- Cresta: Cresta provides generative AI for contact centers including real-time agent assist and post-call analytics, overlapping with Luso8 Cloud's call-center intelligence and AI voice agent positioning in the same enterprise buyer profile.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks2 records
Key highlights7 records
Customer concentration
Rexplore Research Labs social profiles
Digital presenceRexplore Research Labs compliance and trust
Trust signalCompliance4 records
Rexplore Research Labs financial estimates
Financial estimateRevenue estimate
Valuation estimate
Rexplore Research Labs leadership team
Management profileNumber of profiles
Profiles9 records
Rexplore Research Labs funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Rexplore Research Labs M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Rexplore Research Labs
What does Rexplore Research Labs do?
Rexplore Research Labs builds AI research and product offerings focused on autonomous agents, multilingual voice AI, and intelligent cloud platforms. Its primary products are Voxtra, an open-source Python framework bridging telephony (Asterisk, FreeSWITCH, LiveKit) with AI voice providers (STT, LLM, TTS), and Luso8 Cloud, a subscription platform combining autonomous AI agents, customer discovery, multi-channel engagement, voice AI, CRM automation, and real-time market intelligence for businesses expanding across 54 African economies under AfCFTA. The lab also delivers embedded 6–12 week consulting engagements in voice AI, MARL, and applied LLM infrastructure, and is developing MARL-based industrial automation systems for mining and manufacturing fleets.
Is Rexplore Research Labs a public or private company?
Rexplore Research Labs is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Rexplore Research Labs founded?
Rexplore Research Labs was founded in 2025. It employs 1 to 10 people.
Where is Rexplore Research Labs based?
Rexplore Research Labs is headquartered in Lilongwe, Malawi, in the Africa region.
How does Rexplore Research Labs make money?
Three revenue lines are on record. Luso8 Cloud Subscription is the primary driver. The others are consulting & Professional Services and voxtra Open Source / Enterprise Support.
Who are Rexplore Research Labs's main competitors?
Direct peers on record are InstaDeep, Bland AI, Retell AI and VAPI. Others are Deepgram and LiveKit. Broad incumbents are PolyAI, Symbotic, LangChain and Cresta.
Does Rexplore Research Labs have an API?
Yes. Luso8 Cloud exposes a public REST API for customer data, engagement automation, and sales pipeline management. API access is available via institutional access tier for regional banks, freight operators, and government planning offices. Voxtra provides a Python SDK for voice AI integration, and supports webhook-based event delivery for call state synchronization with external systems. Developer documentation is at docs.rexplore.ai/voxtra.
What industry is Rexplore Research Labs in?
Rexplore Research Labs's product category is AI Voice Infrastructure & Platforms. Its primary akta.pro industry code is HDAEANAD, LLMOps & Generative AI Platforms (Prompt/Agent Orchestration, RAG), with a secondary code of HDAAACAF, Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent). Its NAICS code is 541511 and its SIC code is 7371.