Your AI,
Trained
On You

XeroFlow's intelligence learns from your agency's unique patterns — your workflows, your clients, your language. Never from anyone else's. Your personal IP stays personal.

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Your IP
Stays Yours

Every piece of training data lives within your instance. No cross-pollination between accounts, no shared models, no data leaving your boundaries. Your competitive intelligence remains exactly that — yours.

Isolated Models
Your AI model is trained exclusively on your data. Zero bleed between tenants.
Edge Processing
Inference runs on Cloudflare's edge network. Data never leaves the wire.
Auto-Anonymisation
PII is stripped from training data before it ever touches the model.

Learns
While You
Work

Every chat, every decision, every workflow pattern makes your AI smarter. Knowledge extraction, intent classification, and semantic search — all trained on your real operations, continuously.

Knowledge Extraction
Conversations, decisions, and workflows are distilled into structured knowledge entries.
Intent Classification
The AI learns how your team asks questions — financial queries, process lookups, client searches.
Semantic Indexing
Every entity — tasks, briefs, clients, spend data — is embedded into a vector index for instant retrieval.
Adapter Fine-Tuning
Lightweight LoRA adapters are trained on your patterns and deployed at the edge for fast inference.
Brief & Pricing Signals
Brief field patterns, quality scores, rate card pricing, and quote outcomes feed domain-specific context into the model.
Time & Utilisation Data
Logged hours, timesheet patterns, and utilisation rates are indexed so the AI answers capacity and billing questions accurately.
Continuous Feedback
Every thumbs up, correction, and override feeds back into the training loop to improve accuracy.

Full
Control

Review what the AI knows, approve training data, manage adapters, and export everything. You decide what your AI learns — and when it forgets.

Knowledge Manager
Browse, edit, and approve every knowledge entry before it trains the model. Bulk upload via CSV or JSONL.
Dataset Inspector
View extracted training datasets — Q&A pairs, intents, RAG entries — with full provenance tracking.
Adapter Lifecycle
Deploy, monitor, A/B test, and retire LoRA adapters. Weighted traffic routing for safe rollouts.
Edge AI Classification
Intent classification runs on Workers AI at the edge. Sub-50ms routing with automatic Groq fallback when needed.
Export & Delete
Full data export in standard formats. Delete any training data, any time. Your data, your rules.
XF

Intelligence that'suniquely yours

Start training your AI on day one. The more you use XeroFlow, the smarter it gets — for you alone.

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