A deeper look at what she is, how she answers, what she can read and write, and why she gets sharper every week.
Molly is a Telegram bot. That sounds small, but every interface decision flows from it. No app to download. No password to remember. No dashboard to learn. If your phone has Telegram, Molly works. On a flight, in a parking lot, on a Chromebook, on your laptop, on your watch.
The chat window is the entire user interface. You can text. You can send a voice memo. You can send a photo. You can send a PDF. Molly handles all of it.
Run your own outbound. Molly knows your voice, your ICP, your past replies, your active campaigns. She drafts, you approve, she sends.
Or run a roster of clients (agency / white-label). Each client is a scoped tenant with its own briefing, voice profile, and account access. One Telegram chat per client, no cross-talk.
Molly is fluent in your meeting playbook. She can write meeting prep cards from notes you give her, draft pre-meeting messages, and reference past meeting context when crafting replies.
Important: Molly does not auto-ingest your meeting recordings or transcripts on its own. You upload notes manually — paste them into chat, or share a doc. From there, she remembers them and can reference them in future conversations.
Molly is powered by Claude Opus, the most capable available model, with a one-million-token context window. Every conversation she has, she has access to all of it: your client briefings, your voice profile, your past corrections, your active campaigns, your inbox, your dashboard, the platform's full documentation.
The knowledge base alone is 72 files. 1.4 megabytes of operational know-how. Campaign best practices. Inboxing playbooks. Objection handling. Pricing insights. Onboarding standard operating procedures. Voice profiles. Client testimonials. The full Sales Connector platform documentation.
39 of them. Some read, some write. She doesn't just answer questions, she does the work.
Most people building Sales Nav searches do it by hand. Click through the filters. Hope the encoding is right. Discover six hours later that the URL is malformed.
Molly doesn't do that. She has a taxonomy harvested from 4,051 production searches: 1,789 titles, 470 industries, 3,056 geographic regions, 26 functions, 10 seniority levels. Tell her what you want in plain English. She returns a fully-validated, properly-encoded URL. Every time.
This is the magic part. The one most people miss. When you correct Molly, those corrections don't disappear. She doesn't forget at the end of the conversation. She writes them to the playbook globally.
Type "we don't always need first-name openers." Molly updates the campaign best practices file. The next time anyone on your team asks her to write campaign copy, she remembers. The next campaign she builds, she applies the rule. If there's a campaign already running where the rule applies, she can update it in place.
This is why she gets sharper every week. Every conversation, every correction, every voice memo teaches her something specific about you, your business, your voice, your standards.
White-label clients have their own scope. Your accounts, your briefings, your conversations, your voice profile. Yours. When you're a Sales Connector client, Molly sees your data and only your data. When you're a white-label partner, your team's Molly sees your team's data. No leaks. No cross-talk. Enforced at the prompt level and the data level.
Real-time notifications. Right now, Molly is reactive: you message her, she responds. Soon, she'll be proactive. The moment a prospect replies on LinkedIn, you'll get a Telegram notification with their photo, their company, a fit score, and a draft response in your voice. Approve, send.
The pattern is already proven on the team's internal triage bot. We're bringing it to Molly next.
For the full feature set (live platform actions, campaign creation, real-time data) — yes. For the knowledge-base, drafting, and Sales Nav URL features alone, white-label and prospect access is possible. Apply with the form and we'll figure out the right scope for you.
Yes — this is one of the two main use modes. White-label partners and agencies use Molly with per-client scoping: each client has its own briefing, voice profile, and account access. One Telegram chat per client (or one shared chat that Molly switches contexts on). Whatever you can do inside Sales Connector for that client, Molly can do for you.
No. Meeting auto-ingestion is currently an internal pipeline used by the Sales Connector team for their own work, and it requires custom plumbing. For Molly users, you upload notes manually — paste them into chat, share a doc, or send a voice memo summarizing the call. From there, she remembers them and references them automatically.
Each tenant has a scoped configuration with explicit account-ID allow lists, per-tenant data directories, and per-tenant briefing files. Molly's prompt enforces scope-only access; the tools enforce it at the API layer.
Pricing is being finalized for the founding cohort. Apply, and we'll discuss seat terms personally — there's a free founding-seat track and a paid track depending on usage profile.
Yes. Molly supports multi-user tenants. Each user gets their own conversation history while sharing the team's briefings, knowledge base, and coaching corrections. Team members each connect via Telegram with their own user ID.
By default, write actions are gated behind explicit confirmation. You can opt into autopilot for specific narrow actions once your voice profile is dialed in. That's a per-tenant setting.
We add your Telegram user ID to the tenant configuration, set up your briefing files (10-15 minutes of guided intake), and send you a Telegram link to start the chat. End-to-end, most onboardings happen in under an hour.
A small group of seats are open. Apply once, and we'll handle the rest.
Apply for access