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ENTERPRISE AI / OVERVIEW

We turn complicated operations into working software.

We find the expensive, manual, fragmented work inside a business, then build software that performs it.

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IN PRODUCTIONACTIVE DEPLOYMENTS
1.2sMEAN RESOLUTION
99.98%UPTIME
INPUTINPUTINPUTSYSTEM / ACTIVEOUTPUT / RESOLVED

Reality becomes structured input. The system decides. The output is resolved.

INPUTINPUTINPUTSYSTEM / ACTIVEOUTPUT / RESOLVED

Reality becomes structured input. The system decides. The output is resolved.

The loop does not end at the output.

Every result is measured, every exception is a lesson, and what produced it is the thing we change.

01 INPUTA request arrivesCHANNEL · CONTEXT
02 SYSTEMContext, logic, toolsAGENTS · MEMORY · POLICY
03 OUTPUTThe request is resolvedWRITTEN TO YOUR SYSTEMS
04 LEARNINGThe outcome is evaluatedCONFIDENCE · EXCEPTIONS
05 IMPROVEThe system updates itselfPOLICY · WORKFLOW · MODEL

Automate what the system knows. Escalate what needs judgement.

REQUESTS HANDLED AUTONOMOUSLY94%
ESCALATED FOR REVIEW6%
AVERAGE CONFIDENCE ON AUTO-RESOLVE0.97
AVERAGE TIME TO ESCALATE1.8s
EVALUATION
CONFIDENCE97%
EXCEPTIONS0.4%
ESCALATION PATHROUTED

Every output is scored before it ships, and every exception routes to a person, not a retry.

EVALUATION
CONFIDENCE97%
EXCEPTIONS0.4%
ESCALATION PATHROUTED

Every output is scored before it ships, and every exception routes to a person, not a retry.

The ability is not industry-specific.

Understand an operation, connect its tools, and build software that performs the work.

AVIATION
LOGISTICS
RETAIL
RESTAURANTS
WASTE MANAGEMENT
MANUFACTURING
HOSPITALITY
TRANSPORTATION
CONSUMER GOODS
PROFESSIONAL SERVICES

Systems we build

EACH ONE RUNS THE LOOP
01Customer OperationsHandling requests, complaints and account changes end to end.01 INPUT
02Workflow AutomationReplacing manual handoffs between people, tools and processes.02 SYSTEM
03AI AgentsSoftware that reads context, decides, and acts inside your tools.02 SYSTEM
04Knowledge SystemsA single source of truth pulled from documents, tickets and people.02 SYSTEM
05Operational IntelligenceLive visibility into what's happening across the business.03 OUTPUT
06Internal ToolsPurpose-built software for the teams generic tools don't fit.03 OUTPUT
07Decision SupportSurfacing the right information at the point a call gets made.04 LEARNING
08Sales OperationsPipeline, quoting and follow-up that runs itself between reps.04 LEARNING
09System IntegrationMaking the tools you already own actually talk to each other.05 IMPROVE
RANGE

One discipline. Any surface a business runs on.

Sales pipeline, deploy reliability, treasury, clinical ops, a power grid control room. Different data, different density, same discipline underneath: read the real signal, put the right number in front of the right person, in time to act on it.

Lattice, a backbone network operations center with a link-utilization heatmap
LatticeMax
Backbone NOC · 1,056-cell heatmap
99.982%DELIVERY, 4.2M FLOWS/S

22 circuits × 48 half-hour buckets. 3 degraded, 1 saturated, 41 routing events in the last 15 min.

Cadence, a sales pipeline workspace with kanban stages and deal value bars
CadenceDense
Sales pipeline · kanban value bars
$4.62MPIPELINE · 63 OPEN OPPORTUNITIES

2.7× coverage on a $1.7M quarterly target. Committed $1.19M, weighted $2.04M, slipped $318K.

Relay, a deploy delivery console with service reliability and a recent-deployments log
RelayOperator
Deploy delivery · rings + log stream
318DEPLOYS · LAST 7 DAYS

42 services across 4 environments. Freeze window Fri 18:00 UTC.

Vaultline, a treasury dashboard showing total cash position and cash flow
VaultlineExec
Treasury · one number, area + flows
$42.8MTOTAL CASH POSITION

14 accounts, 6 currencies. Up $337K (0.8%) versus last month.

Roster, a people operations dashboard with reporting structure and headcount
RosterBalanced
People ops · org tree + donut
418PEOPLE · 12 DEPARTMENTS

14 joiners in the last 30 days. Voluntary attrition 8.4% annualized, down 1.2 points.

Freightline, a dispatch console with route progress and fleet coverage
FreightlineDense
Dispatch · progress rails + map
94%FLEET COVERAGE · PLANNED MILES

312 stops tracking. 18 of 24 routes complete, 6 in transit.

Signal, a product analytics dashboard with DAU/MAU trend and an activation funnel
SignalBalanced
Product analytics · trend + funnel
80,510DAU · 111,900 MAU

124.8k events/min streaming from 18 sources. Cohort of 12,807 signups since Aug 1.

Bulwark, a risk and fraud triage queue with an exposure-versus-score scatter plot
BulwarkOperator
Risk & fraud · scatter + triage queue
148OPEN ALERT QUEUE

12 critical, 41 high, 95 review. 3 SLA breaches, auto-refresh every 5s.

Wardview, a clinical operations bed board with theatre schedule and ED arrivals
WardviewDense
Clinical ops · bed board + gantt
62 / 78BEDS OCCUPIED

6 pending discharge, 4 in clean. ED peak 14:00 — 21 arrivals, 2 above staffing model.

Voltmark, a power grid control room with load telemetry and substation sparklines
VoltmarkMax
Grid control · sparkline telemetry wall
59.98 HzFREQUENCY · 2 ALARMS

1,240 MW reserve. Generation mix 61% carbon-free, 214 substation nodes polled every 4s.

Stocklight, a merchandising dashboard with sell-through and inventory heat by region
StocklightExec
Merchandising · treemap + heat grid
$128.4MNET SALES · QUARTER TO DATE

Up 7.2% year over year across 412 stores, 18 regions. Inventory cover tracked tight to overstocked.

Enterprise work

RELATIONSHIP AND SCOPE PER ENTRY
AB InBevPARTNER
Aerolíneas EjecutivasCLIENT
MatproCLIENT
CCCMCLIENT
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Which operation is the most expensive to run?

Bring us the problem. We'll build what changes the outcome.

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