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1,286,616 TOKENS PROCESSED TODAY

// AI, RUN BY OPERATORS

Your AI department.

Most brands buy AI tools and let them rot. We run the whole layer — recaps, forecasting, creative localization, audience scoring — fed by real field data and watched by operators. You get the output. We run the models.

Plan your AI build →See how it works

ignite-ai / orchestrator

recap.agent

Compiling 4,212 field photos → market recap

forecast.agent

Phoenix sampling demand ▲ 18% — reallocating

creative.agent

Localizing 12 market scripts · ES + EN

5 AGENTS · HUMAN-IN-LOOP ● ALL SYSTEMS LIVE

AUTOMATED RECAPS◆ DEMAND FORECASTING◆ CREATIVE LOCALIZATION◆ AUDIENCE SCORING◆ OOS VISION DETECTION◆ LEAD ROUTING◆ MEDIA MIX MODELING◆ FIELD INTELLIGENCE◆ AUTOMATED RECAPS◆ DEMAND FORECASTING◆ CREATIVE LOCALIZATION◆ AUDIENCE SCORING◆ OOS VISION DETECTION◆ LEAD ROUTING◆ MEDIA MIX MODELING◆ FIELD INTELLIGENCE◆

// THE GAP

Everyone bought AI. Almost nobody runs it.

A graveyard of seats

You're paying for five AI tools. Two people log in. The licenses renew anyway.

Recaps still take weeks

Thousands of field photos sit in a drive. The deck is built by hand, three weeks late.

Generic in, generic out

Off-the-shelf models don't know your brand, your markets, or your shelf. So the output sounds like everyone else.

No one to own it

Marketing isn't a data team. Prompts, pipelines, governance, and review have no home — so AI stays a toy, not a system.

// THE AGENTS WE RUN

Six workers that never sleep.

Run as a managed layer — connected to your Spark field data, governed, and reviewed by operators before anything ships.

Automated activation recaps

Thousands of GPS-stamped photos and check-ins become a branded, same-day recap — KPIs, highlights, market notes, all written for you.

Same-day Photo-backed Brand voice

Demand & sell-through forecasting

Model which markets and SKUs need more sampling, staffing, or inventory — before the week goes sideways.

By market By SKU Reallocation

Creative & script localization

One brief becomes market-specific scripts, signage copy, and social — in English and Spanish — in minutes, on brand.

EN + ES Per market On-brand

vision.agent

Shelf & compliance vision

Computer vision reads store photos for out-of-stocks, planogram gaps, and competitive sets — flagged automatically.

OOS Planogram Competitive

audience.agent

Audience scoring & lead routing

Score and route leads from sampling and sweepstakes into your CRM, ranked by intent, in real time.

Lead score CRM sync Real-time

mix.agent

Spend & media-mix modeling

Tie field activity to outcomes and model where the next dollar of activation budget actually moves the needle.

Attribution Budget ROI

// HOW WE PLUG IN

From audit to autopilot.

01

Audit

We map your data, tools, and the workflows eating your team's time. You get a prioritized AI build plan — no jargon.

02

Build

We wire the models, prompts, and data pipes — connected to Spark field data — and set the human-in-the-loop review gates.

03

Deploy

Workflows go live behind your brand. Recaps generate, forecasts publish, creative localizes, leads route — automatically.

04

Optimize

We monitor accuracy, tune the models against real outcomes, and add agents as the program grows. You get a monthly read.

// THE DIFFERENCE

A tool vs. a team that runs it.

DIY AI TOOLS

✕ You staff the prompting and the cleanup

✕ Generic models that don't know your brand

✕ Output nobody reviews before it ships

✕ Disconnected from real field data

✕ Renews whether you use it or not

IGNITE AI MANAGEMENT

✓ We run the prompts, pipes, and governance

✓ Tuned to your brand, markets, and shelf

✓ Human-in-the-loop review before anything ships

✓ Fed live by GPS + photo-verified Spark data

✓ You pay for outcomes, not idle seats

257,000

Field force feeding the models

<48hr

Recaps, not 3 weeks

EN + ES

Localized in minutes

Human

In the loop, always

// STOP BABYSITTING TOOLS

Let the AI do the work.

Tell us where your team is drowning — recaps, forecasting, creative, leads. We'll scope the AI build, wire it to your data, and have the first workflow live in weeks.

Plan your AI build →Explore Spark

Pairs with Spark · Event Reporting · Field Marketing

Frequently asked questions

What is AI management for CPG marketing?

It's a managed service where Ignite deploys and runs the AI layer of your marketing operation — automated activation recaps, demand and sell-through forecasting, market-by-market creative localization, audience scoring, and always-on field intelligence. You get the output and the oversight; we run the models, prompts, data pipes, and humans-in-the-loop.

How is this different from buying an AI tool?

Tools are software you still have to staff, prompt, govern, and babysit. We run the whole layer for you — connected to your real field data from Spark, reviewed by operators, and tuned to your brand. You don't hire a prompt engineer or a data team. You get results.

Is our data safe and is the output reviewed by humans?

Yes. Every model runs inside a governed workflow with human-in-the-loop review before anything brand-facing ships. We don't train public models on your proprietary data, and we document data handling, retention, and access for your legal and brand teams.

What can AI actually do for a CPG activation program?

Turn thousands of field photos and check-ins into a same-day recap. Forecast which markets and SKUs need more sampling. Localize creative and scripts per region in minutes. Score and route leads from sweepstakes and sampling. Flag out-of-stocks and compliance issues from store photos automatically.

Do we need Spark to use this?

Spark makes it far more powerful because the AI is fed live, GPS- and photo-verified field data. But we can also connect to your existing data sources, retailer portals, and creative systems. Spark is the fastest path to clean inputs.

How fast can you stand up an AI workflow?

A single workflow — like automated recaps or OOS detection — can be live in 1 to 2 weeks. A full managed AI layer across recaps, forecasting, creative, and audience is typically a 30 to 60 day build, then we run and optimize it.