Tanto.ai

AI Consulting

We ship AI into production.
Not into a deck.

Tanto embeds forward-deployed engineers directly in your workflows — writing real code against your real systems — until it runs without us in the room.

Most enterprise AI pilots never make it past the pilot.

Tanto exists to be the exception — engineers embedded in your systems until the thing actually works, not a strategy memo shelved after the kickoff.

Operator-Led

Led by people who've run diligence and integrations themselves — not career consultants learning your business on the clock.

Production-First

Working software in your stack from week one. The slide deck is a byproduct, not the deliverable.

PE + VC Fluent

We speak the language of deal teams, portfolio companies, and venture-backed operators natively — not translated from a generic playbook.

Embedded

Forward-deployed inside your team, accountable for outcomes, until it runs without us in the room.

Services

Full spectrum, start to finish

We don't hand off a strategy deck and disappear. Tanto stays through implementation and enablement, so the work survives after the engagement ends.

02

AI Strategy & Roadmapping

We assess your workflows, data, and team, then prioritize the initiatives that actually move the numbers — not the ones that just look good in a deck.

03

Team Enablement & Training

Hands-on training for your people so they can extend, maintain, and trust what we build — long after Tanto is off the clock.

04

Fractional AI Leadership

Embedded, senior AI leadership for teams that need direction now and aren't ready to hire a full-time AI executive.

How We Work

Forward-deployed, not slide-deployed

Most consulting stops at the recommendation. Our engineers sit inside your team, write code against your production systems, and stay accountable for what happens after we ship — not just what we hand off.

01

Build against real data from day one — not a sandboxed export.

02

Ship early, iterate in production — value in week one, not quarter three.

03

Work inside your tools, not around them — no shadow system to migrate later.

04

Judged by what changed, not what we delivered.

1

Discovery in your workflows

We spend real time where the work actually happens before writing a line of code.

2

Data & pipeline access

We work against your production systems, not a sanitized export.

3

Working prototype

An end-to-end version your team can react to within weeks, not quarters.

4

Production hardening

Monitoring, error handling, and audit trails — the unglamorous work that makes it safe to run.

5

Operational handover

We train your team to own it, and step back once you don't need us in the room.

Forward-Deployed Traditional Consulting
Accountability Outcomes in production A completed deliverable
Data access Your real systems Anonymized samples
Engagement Embedded, iterative Phased, episodic
Success measured by What changed afterward What got delivered

Where this isn't the right fit

  • You need a second opinion, not a build.
  • Your change-control process can't move at the pace we work.
  • You're not ready to give an engineer real access to real data.

Industries

Built on operating experience

We work with growing companies across industries, with the deepest experience across PE, VC, and portfolio companies.

Growing Mid-Market Companies

Wherever your team is spending hours on work a machine could accelerate, we help you find it, build it, and make it stick.

About

Built by operators who got tired of watching AI pilots die on the vine

Tanto exists because we lived the problem before we tried to sell the solution.

Before Tanto, our team ran diligence processes, integrated acquisitions, and scaled operating businesses — work where sloppy execution shows up in the numbers within a quarter, not a strategy deck. When we started experimenting with AI inside those businesses, we watched the same pattern play out everywhere: promising pilots, impressive demos, and almost nothing that survived contact with a real production system.

Our mission is simple: bring AI out of the pilot and into the parts of a business that actually run it. We do that by embedding — engineers and operators inside client teams, writing real code against real systems, staying accountable for what happens after the demo ends. Not a slide. Not a proof of concept. The thing itself, running in production.

Let's talk about what AI could actually do for your business

Tell us where the friction is. We'll tell you honestly whether AI is the answer.

info@tanto.ai