Name: Sophie
Brand: Fini
Availability: InStock

Built with purpose. Not stitched together.

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powered by Fini's proprietery RAGLESS Toolkit

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Check out our white paper

RAGless Architecture

No complex retrieval pipelines. More speed, more accuracy.

Self-Learning AI

Automatically ingests your docs, tickets, and knowledge base — zero manual tagging needed.

Real-time conflict resolution

Spots and fixes inconsistencies in your knowledge on its own.

Adaptive learning loop

Trains continuously on real-world interactions.

Automated QA

Built-in feedback and validation to improve accuracy without human review.

Production-Ready from Day 1

No fragile flows, no hallucinated replies — delivers real support, at scale.

powered by Fini's proprietery RAGLESS Toolkit

RAGless Architecture

No complex retrieval pipelines. More speed, more accuracy.

RAGless Architecture

No complex retrieval pipelines. More speed, more accuracy.

Self-Learning AI

Automatically ingests your docs, tickets, and knowledge base — zero manual tagging needed.

Self-Learning AI

Automatically ingests your docs, tickets, and knowledge base — zero manual tagging needed.

Real-time conflict resolution

Spots and fixes inconsistencies in your knowledge on its own.

Real-time conflict resolution

Spots and fixes inconsistencies in your knowledge on its own.

Adaptive learning loop

Trains continuously on real-world interactions.

Adaptive learning loop

Trains continuously on real-world interactions.

Automated QA

Built-in feedback and validation to improve accuracy without human review.

Automated QA

Built-in feedback and validation to improve accuracy without human review.

Production-Ready from Day 1

No fragile flows, no hallucinated replies — delivers real support, at scale.

Production-Ready from Day 1

No fragile flows, no hallucinated replies — delivers real support, at scale.

powered by Fini's proprietery RAGLESS Toolkit

RAGless Architecture

No complex retrieval pipelines. More speed, more accuracy.

Self-Learning AI

Automatically ingests your docs, tickets, and knowledge base — zero manual tagging needed.

Real-time conflict resolution

Spots and fixes inconsistencies in your knowledge on its own.

Adaptive learning loop

Trains continuously on real-world interactions.

Automated QA

Built-in feedback and validation to improve accuracy without human review.

Production-Ready from Day 1

No fragile flows, no hallucinated replies — delivers real support, at scale.

Learns, AdaPts, and Supports like a pro!
See What goes inside Fini's AI Toolkit

Get free trial

Check out our white paper

Layered process

A proven workflow that ensures efficient quality and outstanding results.

filters, safety checks, brand rules, and tone enforcement

Guardrails

filters, safety checks, brand rules, and tone enforcement

Guardrails

orchestration layer that chooses when to retrieve, reason, reply, or act

LLM Supervisor

includes: RAGless Retrieval, Custom reply generation, Automated business flows & Real-time API actions

Knowledge & Action Modules

validates, self-corrects, and improves daily

Live Feedback & Evaluation

lets teams inspect and audit what Fini said and why

Traceability Layer

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Safety Guardrails

Fini performs a real-time safety check to:
- Block harmful, off-topic, or policy-violating content
- Mask PII (e.g. phone numbers, emails)
- Enforce company-specific rules (e.g. refund policies)

Only safe, valid queries move forward.

Fini applies proactive safety — not just reactive filters.

Check out our white paper

LLM Supervisor (Decision Layer)

Fini's core brain, the LLM Supervisor, takes over.
It orchestrates what happens next using:
- Conversation context
- Custom rules + tone instructions
- Enterprise systems access (CRM, order mgmt, etc.)
It chooses the optimal path: retrieve, reason, reply, or act.

Unlike other bots, Fini doesn’t blindly answer. It decides, supervises, and adapts.

Check out our white paper

Knowledge & Action Modules (Coached Agents)

Each task is routed to a specialized skill module.

a. Search & Retrieve
- Pulls from trusted internal knowledge sources
- Uses query-writing AI, not brittle keyword search
- Powered by RAGless tech (no embeddings, no hallucinations)
No black box retrieval — Fini writes precise queries and knows exactly where info came from.
b. Write Response
- Generates human-like reply, aligned with brand tone
- Evaluated for accuracy, tone, and safety before being sent
Every answer is LLM-reviewed — not just LLM-generated.
c. Follow Process
- Runs internal flows like refunds, cancellations, verifications
- Ensures policies are followed through automated rule enforcement
Your policies, executed perfectly — every single time.
d. Take Action (API)
- Triggers API calls into business systems (e.g. Stripe, Zendesk, etc.)
- No need for human handoff
Fini isn’t just smart — it can do things
a. Search & Retrieve
- Pulls from trusted internal knowledge sources
- Uses query-writing AI, not brittle keyword search
- Powered by RAGless tech (no embeddings, no hallucinations)
No black box retrieval — Fini writes precise queries and knows exactly where info came from.
b. Write Response
- Generates human-like reply, aligned with brand tone
- Evaluated for accuracy, tone, and safety before being sent
Every answer is LLM-reviewed — not just LLM-generated.
c. Follow Process
- Runs internal flows like refunds, cancellations, verifications
- Ensures policies are followed through automated rule enforcement
Your policies, executed perfectly — every single time.
d. Take Action (API)
- Triggers API calls into business systems (e.g. Stripe, Zendesk, etc.)
- No need for human handoff
Fini isn’t just smart — it can do things
a. Search & Retrieve
- Pulls from trusted internal knowledge sources
- Uses query-writing AI, not brittle keyword search
- Powered by RAGless tech (no embeddings, no hallucinations)
No black box retrieval — Fini writes precise queries and knows exactly where info came from.
b. Write Response
- Generates human-like reply, aligned with brand tone
- Evaluated for accuracy, tone, and safety before being sent
Every answer is LLM-reviewed — not just LLM-generated.
c. Follow Process
- Runs internal flows like refunds, cancellations, verifications
- Ensures policies are followed through automated rule enforcement
Your policies, executed perfectly — every single time.
d. Take Action (API)
- Triggers API calls into business systems (e.g. Stripe, Zendesk, etc.)
- No need for human handoff
Fini isn’t just smart — it can do things
a. Search & Retrieve
- Pulls from trusted internal knowledge sources
- Uses query-writing AI, not brittle keyword search
- Powered by RAGless tech (no embeddings, no hallucinations)
No black box retrieval — Fini writes precise queries and knows exactly where info came from.
b. Write Response
- Generates human-like reply, aligned with brand tone
- Evaluated for accuracy, tone, and safety before being sent
Every answer is LLM-reviewed — not just LLM-generated.
c. Follow Process
- Runs internal flows like refunds, cancellations, verifications
- Ensures policies are followed through automated rule enforcement
Your policies, executed perfectly — every single time.
d. Take Action (API)
- Triggers API calls into business systems (e.g. Stripe, Zendesk, etc.)
- No need for human handoff
Fini isn’t just smart — it can do things

Check out our white paper

Live Evaluation + Feedback

Fini auto-validates her outputs via feedback loops:
- Detects errors or contradictions
- Learns from corrections over time
Admins can view full traceability and step-by-step reasoning

This is where Fini becomes more accurate every single day — no manual retraining needed.

Check out our white paper