Senti-Forge
Senti-Forge
Engineering-led product studio

Build platform-grade software that
scales safely.

Senti-Forge designs and ships platform-grade software: event pipelines, automation, integrations, and safety-by-design guardrails. Built for real-world reliability — from first release to sustained scale.

Explore StreamerDash ↗ Our engineering approach
Reliability
Uptime Driven Design
Fast Iteration
Frequent Releases
Performance
Clear Latency Budgets
Safety-by-design
Policy and Guardrails
Production-first engineering
Observability • T&S • Automation
Signal Mesh
Live routing
Ingest
Events • Webhooks • Streams
Normalized and enriched
Policy
Rules • Risk • Rate limits
Audit-ready
Automation
Workflows • Alerts
Edge + server
Insights
Metrics • Traces • Logs
Explainable decisions
◆ “Route high-risk chat spikes to T&S review, otherwise auto-approve within policy.”
Operational outcomes
Lower toil Safer launches Clearer signals

Capabilities

What we do

Engineering-led delivery across platform tooling, creator infrastructure and AI-assisted automation — built with observability, rollout safety and human-in-the-loop workflows.

🧱

Platform tooling

Internal dashboards, admin flows, metrics and release tooling that help teams ship safely at speed.

  • • Feature flags & staged rollouts
  • • Observability & alerting
  • • Secure, auditable workflows
🛰️

Creator infrastructure

Event pipelines and integrations that unify the creator stack: chat, alerts, payments, entitlement and community.

  • • Webhooks → normalized events
  • • Low-latency routing
  • • Rate limits & abuse controls
🤖

Automation & AI services

AI-assisted classification, triage and summarisation — designed to augment teams, not replace judgment.

  • • Human-in-the-loop queues
  • • Prompt + policy design
  • • Cost & safety controls
📦

Scalable SaaS systems

Multi-tenant architectures, secure auth, billing and entitlements — with clean operational ownership.

  • • Identity & access patterns
  • • Entitlements & marketplace
  • • Reliability engineering

Built by Senti-Forge

Live systems in production

We build tools we want to operate ourselves — then productise them. Here’s a snapshot of what Senti-Forge ships.

StreamerDash

StreamerDash

Live

AI-powered streaming dashboard: unified panels, automations, overlays, voice commands and chat intelligence.

  • • Creator-first UX workflows
  • • Secure proxy + key isolation
  • • Marketplace-ready entitlements
Visit StreamerDash ↗

Event Processing Pipeline

Reference architecture

A unified event pipeline for ingesting, enriching, routing, and observing system events with policy and safety controls applied by default.

  • • Edge rules for latency-sensitive flows
  • • Compliance-ready retention and auditing
  • • Optional ML inference at defined decision points

Creator Ops Suite

Beta

Operational toolkit for partnership and support teams — cases, playbooks, policy prompts and triage queues.

  • • Human-in-the-loop review flows
  • • Shared context + audit trail
  • • Metrics that reduce toil

About

Engineering-led, creator-focused

Senti-Forge is an engineering studio dedicated to building trustworthy systems for live, high-signal environments. We specialise in the messy middle: real-time inputs, human judgement, policy constraints, and performance budgets.

Our work blends platform fundamentals (observability, security, rollout safety) with product craft (clear UX and efficient workflows). We also build products — like StreamerDash — that prove our approach in production.

What you get
  • ◆Architecture that scales without mystery costs.
  • ◆Operational ownership: dashboards, alerts, runbooks.
  • ◆AI features that are safe, measurable and controllable.
Principles
  • Ship with signals: metrics and traces first, opinions second.
  • Guardrails over heroics: safe defaults, staged rollouts, audit trails.
  • Humans in the loop: automation should reduce toil, not remove agency.
Typical engagements
  • • Event pipeline + observability baseline
  • • Trust & safety triage queue + policy prompts
  • • Marketplace / entitlements architecture
  • • AI feature design with cost + safety controls

Contact

Let’s build something resilient

If you’re shipping a creator-facing platform (or internal tooling that supports one), we can help you design, build and operate it with clarity.

Preferred: email with a brief overview + target timeline.
We can also align on a small “first wedge” delivery.
Email

Email Senti-Forge

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