AI / Sales Automation / SaaS
Renvora
An AI-driven platform designed to automate modern outbound sales workflows.
- Status
- In development · early access
- Origin
- Kunz venture · in-house product
- Visit
- renvora.lat

Interface shown with demo data
01 / Overview
An AI sales employee that works inside clear rules.
Renvora is a multi-tenant SaaS platform that takes over the repetitive part of B2B outbound sales: finding suitable companies, researching them, drafting outreach and keeping follow-ups moving.
It is a Kunz group product, currently in development with early access. Kunz Systems uses it as part of its own sales process.
Capabilities
What this project proves
02 / The challenge
Outbound sales is mostly research and repetition.
Good outreach requires knowing who you are writing to and why. That research is exactly what gets skipped when a sales team is busy — and generic AI tools answer the problem with volume, not relevance.
- Hours of manual prospect research
- Follow-ups that depend on someone remembering
- AI tools that write without knowing the company they write for
- No audit trail of what was sent, and why
03 / The approach
Ground the AI in the company. Keep people in control.
Renvora starts with a Company Brain: a structured, versioned profile of what the company sells, to whom, and under which rules. Every AI step works from that confirmed knowledge rather than from guesses.
Automation prepares; people decide. Prospects are researched and drafts are written automatically, but nothing leaves the system without approval.
04 / The product
From ideal customer to approved message.
The workflow runs from prospect discovery and website verification through scoring, research and drafting to review and approval. A CRM core keeps companies, contacts, leads and their history together, so sales work and automation share the same records.

05 / Core system
Workspaces, brands and a governed AI pipeline.
The architecture separates tenants, brands and roles, and treats AI as one controlled component among several.
- Multi-tenant workspaces with brands and roles
- Company Brain with versions and confirmation
- Prospecting, scoring and research pipeline
- Draft, review and approval flow
- CRM core: companies, contacts, leads
- Background job runner with scheduling
- Audit log across automated and human actions
06 / Experience
A calm workspace for a noisy job.
The interface guides new workspaces through setup in clear steps and keeps the daily view focused on what needs a decision. The product and its website are available in several languages, because the companies it sells for work across markets.
07 / Engineering
AI with limits, logs and costs under control.
Model calls are routed through a provider-independent layer with quotas, cost tracking and graceful failure handling. Tenant isolation is enforced in the database with row-level security, and verified against the hosted system with rolled-back test runs before each release.
- Next.js application on a PostgreSQL backend
- Row-level security for tenant isolation
- Provider-independent AI layer with quotas and cost tracking
- Scheduled background jobs with retries
- Transactional email with verified domain
- CI, automated backups and permission audits
08 / Impact
Sales automation that a serious company can sign off on.
Renvora is still in development, so we describe what it is built to change rather than quoting results.
- Research and drafting moved from people to the system
- Human approval before anything is sent
- One record of every automated and manual step
- A structure ready for additional channels and agents
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