Admin AI Copilot
Announcement drafts, SEO meta, logo and favicon generation, visual-editor section rewrite. Content-safety filters, operator approval, credits-based usage. Built into FirmForge, not a bolted-on tool.
Credits are tracked per operator, not per seat.
What it does
Announcement drafts, SEO metadata, logo variants, visual-editor rewrites. Each surface works where you already work, inside your admin, not in a separate AI tool.
Forge AI covers both the copy you write and the visuals your traders see.
Announcement drafts for traders, SEO meta for every landing page, section rewrite inside the visual template editor. The copy slot you were about to fill, filled for you with a draft you can edit.
Logo in 4 variants (main, light, dark, email), favicon, typography selection from a 24-font whitelist. Generate from a prompt, iterate, publish all variants in one click.
Announcement Drafts
Describe the announcement in a sentence. Forge AI drafts the full copy at the length and tone your platform uses, with a title, body, and audience hint. Edit before publishing. Content-safety filter rejects financial-claim and injection-pattern inputs with no credit charged.
Draft
40+
Title + body
50+
2 credits
80+
Content safety
20+
No-debit on reject
15+
Audience hint
10+
SEO Meta
In your admin SEO Tools, hit Generate on any page row. Forge AI produces an optimized title, description, OG tags, and Twitter tags for that specific page. One click to apply, revisable in place.
Brand Studio
4 logo variants (main, light, dark, email), favicon, typography selection from a 24-font whitelist. Generate from a prompt or upload your own. Publish promotes everything staged in a single transaction so your admin, portal, and emails all update together.
Logo variants cost 5 credits each on high tier. Favicon costs 2. One click publishes everything staged across admin, portal, and emails.
Section Rewrite
In the tenant controller's template editor, highlight a block, add a short instruction (shorter, more professional, warmer, add compliance disclosure), hit Rewrite. The block is replaced in place with the rewrite, with the original available in an undo stack.
Credits Model
Every call consumes credits from the operator's balance. Announcement draft is 2 credits, SEO meta is 1, logo variant is 5 on high tier, favicon is 2, section rewrite is 1. Buy credits in your Billing tab in your platform wallet. Starter grant seeded on first signup.
Common questions
Transparent about what it costs and how it works.
Forge AI uses OpenAI's text and image models under the hood. Specifically, the latest chat model for text generation and gpt-image-1 for logo and favicon generation. Credits abstract the model costs so your billing is predictable.
No trader PII and no trade data is sent to the AI. Prompt scope is admin-only content: announcement topics, SEO page context, brand prompts, section-rewrite instructions. Content-safety filter rejects prompts that would leak trader identifiers.
Financial-claim injection (promises of returns, performance guarantees), prompt injection against the system prompt, trader PII references, and off-brand instruction patterns. Rejections are explicit and operator-visible, with no credit debited.
Not in the v1 release. Credits abstract the model costs so you do not need to maintain a key, monitor rate limits, or deal with provider billing. Bring-your-own-key is on the roadmap for operators who want full key control.
Credits top up from your platform wallet in tiered bundles. Prices scale down with larger bundles. Credits never expire. The admin running credit balance shows exact per-action cost before every click so you know what each generation will debit.
Failed generations do not debit credits. Rate-limit exceeded, content-safety reject, model error, timeout, all return explicit errors with no credit charge. Only successful generations debit.
AI inside the admin
Announcement drafts, SEO meta, logo and favicon generation, section rewrite. Content safety and credits-based pricing. Built into every FirmForge admin.
AI content and brand assist, under your platform.
