Five AI agents. One Slack.

Your whole team,
in Slack.

Tally is a suite of five AI agents that share one Slack workspace: TallyBot for data, TallyBrain for memory, TallySales for outbound, TallyTasks for work, and TallyCode for source control. Every one is reviewed by real human analysts and guided by senior PMs and data scientists.

Get Early Access Meet the Suite

TallyBot

Ask your data questions
in Slack.

TallyBot connects to BigQuery, Redshift, or Snowflake and answers plain-English questions with SQL, charts, decks, and exports — right in the thread where your team is already talking.

Natural-language → SQL against your warehouse, narrated with the key insight
Auto-generated charts, CSV / XLSX exports, and multi-slide PowerPoint reports
Follow-up in threads — it reads the history and refines the analysis

# analytics

Dave 10:32 AM

@TallyBot what's our DAU by platform for the last 2 weeks?

TallyBot 10:33 AM

DAU by Platform (Apr 1 - 14)
Total DAU averaged 847K/day, iOS at 62% of the base.

Platform Avg DAU Peak Trend iOS 525,100 581,200 +3.2% Android 261,800 294,100 +4.6% Web 60,100 71,400 +12.4%

Daily Active Users

Memory queue Pending review

Captured"Revenue excludes refunds before Oct 2025"

From#data-team thread

Suggested byClaude (auto-summary)

Once approved Searchable by every agent

TallyBrain

Institutional memory,
reviewed by humans.

TallyBrain captures what your team already knows — every Slack interaction, plus the docs you already keep in Notion, Google Drive, Confluence, and beyond. Candidate memories go through a human review queue, and approved entries become semantically searchable across the whole Tally suite.

Auto-captured from Slack threads, Notion, Google Docs, and other knowledge sources
Approve / edit / reject queue — nothing goes live without a human
Semantic recall via Titan V2 embeddings, surfaced back to every Tally agent automatically

TallySales

Outbound pipeline,
researched by AI.

TallySales tracks companies and contacts, runs Claude-powered research with live web search, and drafts multi-step outreach sequences. A human review queue catches anything off before it sends.

Company and contact enrichment from structured sources and live web
AI-generated research briefs per account (Sonnet + web search)
Multi-step sequences with a review queue before any message ships

Acme Robotics Researched by AI

StageProspecting

ContactDana Ortiz · VP Data

SignalShipped 2 new data roles in Q1

Next stepOutreach #2 · queued for review

Board · Growth Agent-native

Todo

Pull churn cohort for Q1

Review pricing page copy

In Progress

Weekly KPI digest⏱ Runs every Mon 9am

Done

Drop-off funnel v2

TallyTasks

Tasks the bot can actually
run on a schedule.

TallyTasks is a lightweight task tracker that works the way your team already does — kanban, comments, priorities, assignees — plus agent-native tasks the bot picks up and executes autonomously on cron triggers.

Slack-first CRUD and a clean web kanban board
Comments, priority, assignees — the expected stuff, without the bloat
Agent-native tasks the bot executes on a cron — digests, checks, reports that run themselves

TallyCode

Your code,
in the bot's context.

TallyCode gives each company its own sandboxed container with GitHub repos (and Perforce workspaces) cloned and current. The bot searches and reads your real code during answers, and can draft a GitHub PR without leaving Slack.

Per-company repo sandbox — your code never mingles with another tenant
Live code lookups during bot answers, with file + line citations
Draft GitHub PRs straight from a Slack thread

Code search Cited in answer

lib/revenue.py:42

def monthly_revenue(year, month): # excludes refunded orders return sum( order.total for order in orders_for(year, month) if order.status != "refunded" )

Human-in-the-loop

Real people behind
every Tally product.

Tally isn't a black box. Human analysts, product managers, and data scientists review answers, approve memories, screen outreach, and shape the judgment across the whole suite.

🚩

Flag Anything

Every Tally output has a flag button — a bot answer, a memory suggestion, a drafted outreach message. Hit it and a human reviews, corrects, and teaches the relevant model for next time.

👥

Guided by Senior PMs & Data Scientists

Tally is steered by product managers and data scientists with decades of combined experience. Every product inherits their instincts for what matters, how to say it, and when to stop.

📈

Gets Smarter Every Week

Every flag, memory edit, and review decision folds back into the system. The whole Tally suite sharpens as your team uses it, with humans curating the corrections behind the scenes.

How it works

Live in your Slack in days,
not months.

Tally connects to the systems your team already uses — data warehouse, code repos, Slack workspace. Nothing gets copied out; everything is queried in place under your control.

Connect Your Systems

Grant read-only access to your BigQuery, Redshift, or Snowflake, and (for TallyCode) your GitHub org. Your data and code stay in your cloud, queried in place. Nothing is copied.

We Learn Your Business

We write a business-context document that teaches Tally your tables, columns, metrics, and terminology — the same document all five agents use, so "revenue" means the same thing everywhere.

Install Tally in Slack

Add the Tally app to your workspace. @mention TallyBot for data, TallyBrain for memory, TallySales for pipeline, or drop a task — all in the channels your team already uses.

No data yet? No problem.

Start from nothing,
still get value in a week.

No warehouse, no pipeline, no data team? We stand up a custom HTTPS ingest endpoint and host the storage behind it. Your events become queryable by TallyBot the same week — and once the data lands, the rest of the Tally suite has something to work with.

📮

One HTTPS Endpoint

POST JSON events from anywhere — your app, website, backend, webhooks, cron jobs. No SDK to install, no schema to design up front. Send what you've got and iterate from there.

🗃️

We Host the Warehouse

We provision and manage the warehouse behind the endpoint. Schema adapts as your events evolve, and everything is queryable from the moment it lands. No DBAs, no pipeline engineers, no infra to own.

⚡

Zero to Insight in a Week

Wire up the endpoint, start sending events, and TallyBot answers questions about them the same week. No data platform project, no backlog — just real answers from real events, end to end.

Your team, your Slack,
the full Tally suite.

Get early access to all five Tally products. We'll set up your Slack workspace, connect your data, and have the lineup live in under a week.

Get Early Access

Your whole team,in Slack.

Five agents,one Slack workspace.