AI That Speaks You Engagement That Sells

Adaptive Model Core & Hyper-Fast Quantisation

We continuously benchmark the newest open-weight LLMs and hot-swap the winners into production. A smart router funnels routine prompts to compact experts while reserving deep reasoning for larger brains. Under the hood, QTIP fused-kernel pipelines drive flexible bits-per-weight quantisation, and Flash-Attention 2 cuts memory traffic. The payoff: first-token latency stays below 200 ms, even while thousands of followers chat at once.

Creator-Centric Training Sets

Fine-tune corpora are built from licensed and synthetic data co-designed with top influencer-marketing agencies, capturing paid-content offers, compliance boundaries and a spectrum of tonal styles. Customer conversations and content are never part of the training data – your account is configured, not trained on.

Heterogeneous GPU Fleet & Multi-Actor Dialogue Engine

High-traffic inference runs on H200 clusters, heavy training on B100s, rapid experiments on RTX 5090 rigs, and air-gapped customers deploy the full stack on on-prem RTX PRO 6000 “Blackwell” servers. Sitting atop this hardware is a multi-actor architecture: for every incoming follower message, specialised LLM agents—Creator, Rewriter, Supervisor, Director—exchange micro-messages to draft, critique and approve the perfect reply before it’s streamed back, all in real time.

Quality Monitoring & Compliance Guardrails

Response quality is monitored continuously and each account’s configuration – persona, offers and conversation flows – is tuned by our team, with zero training on customer data. A post-generation classifier screens every reply for policy violations, ensuring brand safety from the first hello to the final offer.

Observability & Security Engineering

End-to-end OpenTelemetry traces feed Grafana for real-time SLOs, while Loki stores logs for forensic audits. Network policies follow a zero-trust stance, and an inline prompt-injection firewall blocks jailbreaks before they reach the model. Every AI message is logged for the duration of the engagement, giving creators full auditability.

Scalable Micro-Service Architecture

The backend is pure Scala 3 with ZIO for structured concurrency and back-pressure. PostgreSQL 16 guarantees transactional truth, Redis 7 delivers sub-millisecond chat state, and a Vue 3 + Vuetify front end gives creators live dashboards and sales controls. Docker images and Helm charts provide one-command deploys, and blue-green releases roll back in under 30 seconds.