Factorial SystemsFactorial.
Product · Conversational AI platform

ChatCraft.
Conversational AI,
built to stay in production.

Most conversational AI demos die in the handoff from prototype to production. ChatCraft was built for the other side of that line — retrieval, routing, guardrails, and agent handoff as first-class primitives, not afterthoughts.

Deployment profile

Channels
Chat · Voice · WhatsApp
Hosting
Cloud · On-prem · Hybrid
Compliance
NDPR · Tenant isolation
Integrations
REST · Kafka · Core banking
SLA
99.5% · 24×7 support

/01 — Capabilities

What ChatCraft does, out of the box.

Retrieval over your data

Hybrid vector + keyword retrieval across policies, knowledge bases, CRM history, and operational data. Fresh results, citations included.

Guardrails that hold

Topic boundaries, PII redaction, prompt-injection resistance, and regulated-industry constraints enforced at the orchestration layer.

Human handoff, designed

Not a fallback — a first-class flow. Hand to an agent with full context, draft responses, and SLA routing. Ops teams actually like it.

Multi-channel

One conversation fabric across web chat, voice, WhatsApp, and internal Slack — with channel-aware tone and compliance.

Audit and observability

Every conversation, every tool call, every decision is logged, traced, and replayable. Your compliance team will approve.

BYO model provider

Anthropic, OpenAI, or locally-hosted Ollama. Swap providers per workload, with cost and latency visibility built-in.

/02 — Use cases

Where it earns its keep.

ChatCraft is not a chatbot toy. It replaces the Tier-1 of your operations org, routes everything else to humans with context, and leaves audit trails your compliance team can actually sign.

/01

Tier-1 customer support

Banking · Insurance · Telco

Deflect 40–70% of repetitive tickets — balance enquiries, policy changes, status lookups — with guardrailed retrieval over your own systems. Hand to a human the moment it's out of scope.

/02

Agent copilot

Contact centers

Sit beside your agents. Draft responses, summarise history, surface the right policy clause, auto-fill after-call notes. Agents stay in control; ChatCraft handles the grind.

/03

Internal knowledge

Operations · HR · Legal

A single retrieval layer across SOPs, contracts, and institutional knowledge. Employees ask in natural language; ChatCraft answers with citations to the source document.

/04

Regulated intake

Public sector · Healthcare

Structured intake with dynamic follow-up — ChatCraft asks only what's needed, validates in real time, and routes completed files into your case management system.

/03 — Architecture

Designed for the stack you already run.

Layer /01

Conversation

  • ·Chat · voice · WhatsApp
  • ·Session management
  • ·Tone & persona

Layer /02

Orchestration

  • ·Guardrails
  • ·Tool routing
  • ·Human handoff logic

Layer /03

Retrieval

  • ·Vector + keyword
  • ·Freshness policy
  • ·Per-tenant isolation

Layer /04

Integrations

  • ·REST · GraphQL · Kafka
  • ·Core banking / ERP
  • ·NIBSS · BVN · SSO

Deploy into your VPC. BYO model provider (Anthropic, OpenAI, local Ollama). Integrate with the systems you already run — not the ones we wish you did.

Ship a conversational AI system
your ops team actually wants.

30-minute call. We'll look at your workflows, tell you what ChatCraft can handle, and what needs custom work.