ClearFrontier AI

In retail, the gap between insight and action is where margin disappears.

Every function optimizes with the data they can see. The compound patterns that cross departments and systems surface too late, if they surface at all. ClearFrontier AI uses machine learning and agentic AI to watch across your existing systems continuously. Detecting. Synthesizing. Delivering decision-ready intelligence to every leader before the meeting starts. Not dashboards. Not copilots. The decision layer that was never possible until now.

Built on 60+ years of retail technology experience at Luxottica, GNC, Chico's, WH|BM, Soma and dozens more. Technology leaders who spent decades making retail operators more effective, now building the platform we always wished existed.

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The Problem We Solve

Your teams are strong.
Your systems are mature.
The gap between them is expensive.

Merchandising × Marketing
Pricing discounts what Marketing is about to promote.
Merch doesn't see what Marketing is about to launch. Marketing doesn't see what Pricing just marked down. A campaign drives traffic to a category that was quietly repositioned last week. Each team made a rational call. The customer sees the collision.
Planning × Digital
Markdown on product that's actually misallocated, not overstocked.
The excess is in three regions. The other five are at target. E-commerce conversion is up 14% but store-level planning doesn't see it. Art Basel is two weeks out and Miami is over-allocated for a reason, but the system only sees the overage. The markdown was avoidable.
The Monday Meeting
No one on your team can watch everything, all the time.
Your BI and analytics investments work. But the patterns that span departments require someone watching the intersections continuously. Not checking dashboards. Watching, detecting, and synthesizing across every system, around the clock. No team has that headcount.

Imagine you had an unlimited budget and a 24/7 team of your best analysts, watching every system, detecting patterns across departments, and briefing your leaders before every meeting with a synthesized picture. Not replacing your BI or your dashboards. Reading across all of them continuously, surfacing what no single solution can see, and telling you what the numbers really mean together and what's not obvious until you hold all the signals at once. That's what SentinelSignals does. And it's just the starting point.

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Start Here

SentinelSignals

Intelligence that reads across your existing systems of record and turns fragmented signals into shared, actionable clarity. Teams align faster and act with confidence instead of partial context.

AskSentinel
Cross-system answers. Evidence-grounded. 15–30 seconds.
SentinelSignals surfaces the signals. Your team drills into them: what's driving this pattern, which regions are affected, what changed since last week. Every answer is scoped to your configured intelligence, grounded in evidence, and consistent regardless of which department asks.
Pulse Briefs
Proactive intelligence. Before the meeting.
Synthesized narratives delivered on your cadence, by function, configured per user. Every stakeholder gets the same picture at the same time. Walk in aligned. Decide faster.
SmartAlerts
Compound patterns. Early warning.
Surfaces patterns that no single system can detect, before they become crises. A promo is driving velocity on a category, but return rates on those same SKUs are climbing, and the inventory position is already thin going into next week's campaign. That pattern lives across POS, promo, returns, and inventory data. Flagged while there's still time to coordinate a response.
How it works: SentinelSignals connects to the systems you already run (POS, inventory, e-commerce, promo calendars, purchase orders, EDI) and reads across them. It can also pull in external signals: supplier data, customer reviews, weather, local events, social trends. It never writes back. It doesn't replace any system your teams use. It doesn't change who makes decisions. It gives every function the context that currently lives in the gaps between systems, where alignment is most expensive and most invisible.
Deployment: Configuration-only. Sits above your existing systems of record. Value in weeks, not quarters. No integration project. No rip-and-replace.
The Platform

SentinelSignals is where you start.
The platform is where it goes.

Start here
Know before the meeting
SentinelSignals
Synthesizes what your existing tools already capture into decision-ready signals that span every system and department.
Act on it systematically
SignalCommand
Move from shared clarity to coordinated action with structured recommendations, staged execution, and approval workflows.
Earn autonomy with evidence
Governed Autonomy
Automation that proves itself before you give it more responsibility, earning expanded authority through measured performance.

Every step is an unlock, not a migration. Organizations that start with SentinelSignals today build the evidence base, the organizational muscle, and the operational calibration that make each next step faster and lower-risk. The compounding starts now.

Built For

Operators who've already
done the hard work.

Your Operation
Retailers with real operational complexity.
Whether multi-store, omnichannel, or pure-play e-commerce. Allocation trade-offs, markdown timing, promotional commitments, replenishment decisions, and fulfillment coordination that directly move the P&L.
Your Systems
Mature systems already in place.
ERP, POS, e-commerce, EDI, supply chain. The internal signals exist. We also bring in what your systems can't see: supplier data, reviews, social signals, weather, local events. The difference is not more reporting. It's intelligence that reasons across all of it and finds the patterns no single system was built to detect.
Your Team
Experienced operational leaders with clear decision rights.
You're not looking to replace your people. You're looking to give them the context, the leverage, and the time back to focus on the work that drives the most value.
Your Standard
Evidence over claims. Proof before expansion.
You want a partner that starts by listening, proves value against your own success criteria, and earns the right to do more based on measured outcomes, not slide decks.
Let's Talk

We take the first
conversations ourselves.

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60+ combined years in retail technology · CIO, CTO, VP Applications, VP IT roles supporting leaders at Luxottica, GNC, Chico's, WH|BM, Soma, Charming Charlie, Spencer Technologies · Consulting for dozens more · Analytics company built and sold to private equity

Everywhere we went, the same gap: strong leaders, strong systems, and no way to synthesize across them at the speed the business required. The synthesized picture always depended on a handful of people who could hold it all in their heads. That doesn't scale, and until recently, there was no way to automate it. The convergence of LLMs, agentic AI, and modern data connectivity finally made it possible. ClearFrontier AI is the intelligence layer we kept trying to build inside other organizations and never could.

Your systems already have the signals.
Your teams already make the decisions.
The layer between them is the unlock.