The Product Family 6 PRODUCTS · 1 PROMISE

Intelligence
that shows
its work.

Six products, each named for an instrument that earned Victor a place on the desk: and each built on one rule: every answer arrives with a tape you can read, cite and check. Here's what they actually do.

01Models

TALLY

The calculator that reasons.

Victor's frontier reasoning model, tuned for the quantitative and technical work most models fumble: mathematics, code, financial modelling and engineering. Where chat-first models hand you a verdict, Tally is trained to externalise every step, so its answers arrive as a trail you can follow, not a guess you have to trust.

  • Step-by-step quantitative & symbolic reasoning, verified against live tools
  • Native function-calling with strict, typed (JSON-schema) outputs
  • 200K-token context: whole codebases, filings and datasets in one pass
  • Ships as a managed API or self-hosted in your VPC / on-prem
Models · Tally-1 / Tally-1 Mini Context · 200K Deploy · API / VPC / on-prem ● Early access
Tally · Reasoning Tape
Forecast Q3 gross margin
step 1 · revenue$4.20M  +8% QoQ
step 2 · COGS$1.97M
step 3 · gross profit$2.23M
step 4 · margin2.23 / 4.20
= 53.1%✓ checked
02Trust Layer

TAPE

Every answer prints its work.

A provenance and observability layer that records each step, source and tool call your models make: and renders it as a replayable, exportable tape. When an AI decision gets questioned, you don't reconstruct how it happened; you read the receipt. Tape wraps Tally and any third-party model alike.

  • Full reasoning-trace capture across any model, agent or chain
  • Inline source citations with document- and row-level provenance
  • Replay, diff and annotate runs; export straight to your audit log
  • Policy-driven PII redaction before a trace is ever stored
Wraps · Tally + 3rd-party LLMs Export · PDF / SIEM / JSON Retention · configurable ● Beta
Tape · Run #4827
14:02:11model  tally-1
14:02:11tool  sql.query()
14:02:12source  [Q2-filing.pdf p.14] ▸ cited
14:02:13policy  redacted 2 PII spans
14:02:13output returned · trace sealed ✓
03Agents

LEDGER

Calculation you can sign off on.

A team of autonomous agents for finance and accounting: reconciliation, the monthly close, variance analysis and FP&A. Ledger plugs into your ERP and spreadsheets, does the legwork, pauses for human approval exactly where it matters, and attaches a Tape to everything it touches.

  • Connectors for NetSuite, QuickBooks, Xero, SAP and Excel / Sheets
  • Multi-step close, reconciliation and anomaly detection
  • Human-in-the-loop approvals with a SOX-ready audit trail
  • Drafts board-ready variance, cash and close reports
Workflows · Close / Recon / FP&A Controls · SOX-ready log Powered by · Tally + Tape ● Pilot
Ledger · Month-End Close
INV-2231$12,400  matched ✓
INV-2232$8,150  matched ✓
INV-2233$3,990  anomaly ⚑
ACH-0098$21,000  matched ✓
312 / 3131 flagged for review
04Agents

DESK

Your desk, thinking.

A copilot that sits quietly across the tools you already use: docs, mail, sheets, calendar: drafting, organising, summarising and surfacing the one thing you needed before you ask. Context-aware and private by design: Desk runs retrieval on-device wherever it can, so nothing leaves your machine without consent.

  • Unified context over your files, mail and calendar
  • Drafting, rewriting and meeting summaries in your own voice
  • Retrieval-grounded answers, every one citable through Tape
  • Local-first: on-device retrieval, opt-in cloud
Surfaces · macOS / Windows / Web Privacy · local-first Powered by · Tally + Clip ● Early access
Desk · Morning Brief
3 emails need a replydrafts ready
Q3 deck · due 4:00 PMoutline drafted
1:1 with Priyaconflict at 2:00
summaryAcme renewal on track · 2 risks noted
05Education

SLATE

It explains: it doesn't just answer.

A patient tutor for students and a tireless aide for teachers. Slate works problems step by step, generates practice and lesson materials, and grades with written rationale: built on Victor's century in the classroom, and designed to teach the method, never just hand over the result.

  • Socratic, step-by-step tutoring with fully worked solutions
  • Auto-generated practice sets, quizzes and lesson plans
  • Rubric-based grading with a reason for every mark
  • Integrates with Canvas, Google Classroom and Schoology
For · K-12 & higher-ed Safety · age-appropriate guardrails Powered by · Tally ● Pilot
Slate · Worked Solution
Solve  3x + 7 = 22
step 1 · subtract 73x = 15
step 2 · divide by 3x = 5
why?undo each operation to isolate x
check3(5)+7 = 22 ✓
06Platform

CLIP

The smallest tool, holding everything together.

The connective tissue. Clip is Victor's integration layer: a governed library of connectors that binds every Victor product to your apps, databases and tools, with auth, permissions and rate limits handled for you. It speaks the Model Context Protocol, so anything you build plugs straight in.

  • 100+ prebuilt connectors, MCP-native out of the box
  • Granular per-tool permissions and managed secrets
  • One layer across Tally, Ledger, Desk and Slate
  • Self-host the registry for air-gapped environments
Protocol · MCP + REST Auth · OAuth / SSO / SCIM Deploy · cloud / self-host ● Generally available
Clip · Connectors
NetSuiteQuickBooksSalesforceSlack PostgresSnowflakeDriveNotion ExcelGitHubJiraS3 + 90 more · MCP

One promise across all six.

Every Victor product ships with its tape: traceable, citable, built to be checked. Partner with us while it's early.

Request Early Access