360° intelligence,
proven across industries
We focus on environments where knowledge is fragmented, decisions are constrained by policy, and mistakes are costly. Every deployment follows the same principle: connect what was isolated, compound what was lost, and make decisions that actually stick.
$1B+
In enterprise decisions supported
Fortune 500
Client caliber
5+
Regulated industries
Weeks
Pilot to production
Global Investment Bank
The Challenge
Real-time fraud signals across 14 trading desks were processed in isolation, causing pattern-blind risk exposure and delayed escalation — losses mounted before analysts could correlate signals.
360° Approach
Deployed a 360° context engine that unified fraud classification signals, historical incident data, and risk policy constraints across all desks. When the trading system flags anomalies, liquidity ops and compliance are automatically briefed before escalation.
“When one desk detects volatility, every desk — and compliance — already knows.”
68%
Reduction in false-positive escalations
4×
Faster cross-desk correlation
$2.3B+
In decisions supported annually
3 wks
Pilot to production
Tier-1 Credit Lender
The Challenge
Credit risk assessments were inconsistent across regional underwriting teams — the same application yielded materially different outcomes depending on who reviewed it and which precedents they happened to recall.
360° Approach
Built an institutional memory layer that surfaces policy constraints, comparable decisions, and regulatory boundaries at the point of underwriting. Recommendations are grounded in documented precedent, not individual recall.
“Every underwriter operates with the institution's full history, not just their own.”
41%
Improvement in decision consistency
55%
Reduction in escalated appeals
Weeks
From concept to live deployment
0 demos
Real deployments only
Regional Health System (8 hospitals)
The Challenge
Readmission risk scoring existed in isolation from bed management and discharge planning — high-risk patients were flagged but care teams lacked coordinated action across departments.
360° Approach
Integrated readmission risk models with bed demand forecasting and care coordination workflows. When patient intake spikes, procurement and scheduling respond before the floor feels it.
“When patient intake spikes, procurement and scheduling already know.”
34%
Reduction in preventable readmissions
22%
Improvement in discharge coordination
$18M
Avoided penalty exposure annually
6 wks
Full deployment timeline
Fortune 500 HealthTech Organization
The Challenge
Audit preparation consumed months of analyst time because institutional knowledge — policies, prior decisions, regulatory interpretations — lived in disparate systems with no structured retrieval.
360° Approach
Structured institutional knowledge across policies and prior decisions into a queryable intelligence layer. Audit preparation shifted from reconstruction to retrieval.
“Institutional knowledge that compounds — every audit makes the next one faster.”
60%
Reduction in audit prep time
3×
Faster policy retrieval
100%
Audit trail coverage
Weeks
From pilot to production
Industrial Equipment Manufacturer
The Challenge
Unplanned downtime was costing $400K per incident — predictive maintenance models existed but operated independently of procurement and service scheduling, making signals actionable only after failure.
360° Approach
Connected degradation signals from sensor streams to procurement lead times and service dispatch. When a machine flags early wear, the replacement part is already sourced and a technician is scheduled.
“When a machine flags degradation, procurement starts sourcing before it fails.”
71%
Reduction in unplanned downtime incidents
$3.2M
Annual maintenance cost avoidance
2.4×
Increase in asset utilization
4 wks
Integration to production
Consumer Goods Manufacturer
The Challenge
Quality defects were identified at end-of-line inspection — too late to prevent material waste. Upstream signals existed but weren't surfaced to production supervisors in decision-relevant form.
360° Approach
Deployed a defect classification layer that correlates upstream sensor data with historical defect patterns, surfacing early warnings to production teams with policy-grounded recommendations.
“Defects caught at line start, not line end — before waste compounds.”
48%
Reduction in end-of-line defects
29%
Decrease in material waste
6×
Faster root-cause identification
5 wks
Pilot to production
Multinational Retail Chain
The Challenge
Demand spikes in one region triggered stockouts while adjacent warehouses held surplus — inventory, marketing, and procurement teams operated on different planning horizons with no shared intelligence.
360° Approach
Built a unified demand forecasting layer that connects regional sell-through signals to inventory positioning, markdown triggers, and promotional scheduling. When a trend spikes in one region, inventory and marketing react as one.
“When a trend spikes in one region, inventory and marketing react as one.”
38%
Reduction in stockout incidents
26%
Decrease in markdown volume
$540M
In inventory decisions supported
7 wks
Rollout across 1,200 stores
CPG Brand (Top-5 Category Leader)
The Challenge
Customer segmentation models were refreshed quarterly — too slow to capture behavioral shifts that drove pricing and promotion decisions, resulting in margin erosion and poor personalization.
360° Approach
Deployed continuous customer segmentation with real-time feed into pricing optimization and promotion allocation. Segment shifts trigger price recommendation reviews before margin impact occurs.
“Segment shifts surface before they hit margin — not after.”
19%
Improvement in gross margin
3.1×
Increase in promotion ROI
44%
Reduction in price-driven churn
Weeks
From pilot to market
Global 3PL Operator
The Challenge
Port delays cascaded silently through the network — by the time rerouting decisions reached operations, client SLAs were already breached. Routing was static and capacity planning was based on historical averages.
360° Approach
Deployed ETA forecasting across the full network with automated rerouting recommendation triggers and carrier risk scoring. A port delay in Rotterdam now triggers rerouting plans before the client calls.
“A port delay in Rotterdam triggers rerouting plans before your client calls.”
62%
Reduction in SLA breaches
3.8×
Faster rerouting decision cycle
$890M
In shipment decisions supported
8 wks
Global rollout timeline
Regional Carrier Network
The Challenge
Capacity planning relied on manual forecasting by regional managers — each operating with local data. Network-wide imbalances emerged weekly, requiring expensive spot-market corrections.
360° Approach
Built a network-wide capacity intelligence layer with regression-based demand forecasting and carrier risk classification. Regional managers plan with full-network context, not just local signals.
“Local planning decisions made with network-wide visibility.”
44%
Reduction in spot-market spend
31%
Improvement in load factor
2.6×
Faster capacity rebalancing
6 wks
Deployment across 14 regions
How we deploy
The same discipline
across every engagement
We don't optimize for demos or vanity metrics. Every engagement starts with a specific, high-friction workflow — and expands only after we've proven the intelligence compounds correctly.
Pilot to production in weeks, not quarters. Governance and auditability built in from day one.
What we measure
Outcomes over outputs
Decision cycle time
How long from signal to action — measured in hours, not days.
Consistency across teams
Same policy constraints, same institutional history, same output quality — regardless of who decides.
Rework and repeated analysis
Knowledge that was captured once should never need to be reconstructed.
Audit and governance coverage
Every decision traceable to policy, precedent, and data — before anyone asks.
Institutional memory growth
The system gets smarter with every decision. Knowledge compounds, not decays.
Escalation reduction
Decisions resolved at the right level — fewer exceptions, fewer surprises upstream.
Explore a focused engagement
If your organization faces complex, high-stakes decisions, we can help identify where institutional intelligence will have the most impact.