The best FDD on the market. Your foundation for AI-powered facilities.

The same information model and expert-system diagnostics that make Clockworks the most trusted FDD platform in the industry are what make real AI-powered automation possible — not a chatbot bolted onto basic data.

THE INDUSTRY'S BEST BUILDING ANALYTICS SOFTWARE.

Clockworks’ Fault Detection and Diagnostics (FDD) platform plugs into existing building systems, analyzes thousands of data points, and pinpoints the highest impact performance issues, complete with diagnostics.

OPTIMIZE ENERGY PERFORMANCE

Reduce consumption, cut carbon, meet sustainability targets.

IMPROVE INDOOR ENVIRONMENT

Deliver consistent comfort and healthy air across every space.

ENHANCE EQUIPMENT RELIABILITY

Catch faults before they become critical failures.

"This is the essential foundation for AI-Powered Facilities that AI-wrapper software can't provide. Clockworks combines meaningful knowledge with automated action to deliver valuable outcomes"

OUR FOUNDATION

ONE GLOBAL MODEL, 50+ EXPERT SYSTEMS

We’ve taken the largest, connected asset portfolio in the world and normalized it against a physics-based global information model. The result in the most accurate root-cause diagnostics on the market today.

01 — The Global Model

A consistent way to describe every asset, everywhere

99% of the built environment contains completely unstructured data, with no standard applied. The same sensor can be described twenty ways. Clockworks normalizes it all into one machine-readable model, and it gets smarter with every building onboarded.

600,000+ pieces of equipment modeled
5.8M+ data points classified daily

02 — Expert Systems AI

Physics-based models, running continuously

Expert systems encode real engineering knowledge—thermodynamics, heat transfer, control logic—instead of statistically guessing. Clockworks has 50+ expert systems that have been growing more intelligent over the past fifteen years with every new building or piece of equipment onboarded.

50+ expert systems, purpose-built per system type
27,000+ air handlers · 5,000+ chillers · 380,000+ zone equipment

AI on basic data

Built on shaky building data

AI
5 AHU 1 AHU-3 or AH3? point_47291 BAS 1, BAS 2, BAS 3 SAT, DischargeTemp, SupplyTemp SPREADSHEET v7 DUPLICATE ASSET Paper As-Builts

Agentic AI turning basic data into more noise

AI on Clockworks data

Built on trusted building data

AI
Trusted Asset Health
Operational intent Sequences, setpoints, schedules
System context How assets serve each other
Equipment model Points assembled into real assets
Point typing Every point knows what it measures
Data quality Stuck, missing, implausible flagged
Coverage Every asset connected, gaps documented

Engineering-grade insights on transparent, validated data

A LIFETIME OF ASSET INTELLIGENCE FOR EVERY PIECE OF EQUIPMENT

Clockworks creates a trusted historical record of health for all your assets that powers informed decision-making across all facilities functions.

Maintenance Management

Balance and implement reactive, preventive, condition-based and predictive strategies

Who acts on it Maintenance Mgr., planner/scheduler

Asset Management

Better decisions on replacement timing, system sizing, deferring or escalating work, and capital plans

Who acts on it Asset manager, capital planner

Building Automation

Systematically find and fix BAS issues, at any level of in-house controls expertise

Who acts on it BAS and controls engineers

Energy & Sustainability

Targeted, measurable and defensible savings through a data-driven workflow

Who acts on it Energy manager, sustainability lead

Risk Management

Assess and adapt to risk—from production, to compliance, to business, to services

Who acts on it Reliability engineer, operations director

Compliance Management

Proactively manage deviations and record compliance conditions for regulators

Who acts on it Quality, EHS and compliance leads

Business Management

Correlate asset health with business outcomes such as patient satisfaction, manufacturing reliability, student outcomes, utilization, and profitability

Who acts on it CFO, COO, facilities executive
Clockworks Asset Intelligence
Connected assets · Data quality · Point typing · Equipment modeling · System context · Operational intent

A validated foundation providing asset intelligence to every stakeholder.

— WHAT THE FOUNDATION PRODUCES

EXPERT AI OUTPUTS — THE FUEL FOR REAL ACTION DOWNSTREAM.

Four real examples of what runs on top of the foundation above.

01

Leverage the data to reduce work

The ask

“Review all my ASHRAE 180 tasks this year and show me which can run continuously, shift to condition-based, be deferred safely, or must stay manual.”

16.5%

Automated outright

3,919 task instances a year now performed continuously by the analytics

25.3%

Converted to condition-based dispatch

6,019 instances, sent to named equipment instead of a route

27.2%

Deferred when healthy, under §4.5.4

6,471 instances, longer intervals backed by a documented record

31.0%

Irreducibly manual

7,373 instances of safety, chemistry, combustion and physical work

69%

Of that load can be automated, made condition-based, or deferred — while the equipment stays healthy.

02

Prioritize your day — Sprocket, Clockworks’ AI chat

“What should my team focus on today?”

Sprocket

  • AHU-3 static pressure holding 72–91% below command — cascading to VAV airflow shortfalls downstream
  • Hot water loop running ~15°F above reset schedule on 100% of days this month
  • 79% of terminal-box PM load now eligible for exception-based dispatch instead of a calendar visit

Worst offenders — avoidable cost, trailing 30 days

Unoccupied AHU shutdown $53.7K
Simultaneous heat/cool $49.0K
Heat-pump loop shutdown $43.4K
VFD retrofit (capital) $22.1k
03

ANALYZE YOUR BUILDING — MCP + CLAUDE

“Run an energy audit summary for our campus and flag the top control-sequence issues.”

Sprocket

Analyzed 40 buildings, 1.88M sq ft, using 12 months of operational data. Found $340,867 in avoidable cost — 91% is a control-sequence fix, not a capital project. Top 3: AHU unoccupied-period shutdown, eliminating simultaneous heating/cooling, heat-pump loop shutdown optimization.

Energy Auditing Chiller Optimization Facility Condition Assessment Zone Comfort Context ASHRAE 180 Maintenance Automation Zone Comfort Context Zone Comfort Context Zone Comfort Context
04

Get the context you need

“Show me the history on AHU 3, open tasks, and current issue diagnostic.”

Diagnostics

Portfolio-wide results, ranked by avoidable cost — click Bldg2_AHU-3 to drill into its report below.

592

Equipment with Faults

$188,464

Energy Waste

192

Equipment with High Priorities

  • Energy
  • Comfort
  • Maintenance

23

Active Tasks

31

Critical Equipment with Faults

Equipment – Building Diagnostic results Cost E / C / M Active tasks Completed
Bldg2_AHU-3 South Office AHU simultaneous heating and cooling. … $33,657
10 10 6
Open (8) 0
AHU-3 Hospital Fan speed constant at high speed. Pre-h… $20,586
10 9.8 6
On Hold 0
AHU-7 Fareham Fan speed constant at high speed. Supp… $17,718
10 9.8 6
In Process (2) 1
Bldg2_AHU-3 Sydney Out of range sensor error. Supply air stat… $15,212
10 9.8 6
1
AHU-8 Sydney Over-aggressive AHU freeze prevention. … $12,641
10 4.2 6
In Process 0
AHU-8 Fareham Missing sensor(s). Missing sequence(s). … $10,280
10 1.3 6
OpenIn Process 2

592 more results — viewing top 6 by avoidable cost

Clockworks diagnostic report panel for Bldg2_AHU-3 showing daily result details and possible causes

PROVEN AT SCALE. BUILT FOR WHAT’S NEXT.

4,200

BUILDINGS MONITORED

800k

TONNES OF CARBON SAVED

70k

COMPLETED TASKS

$60M

DOLLARS SAVED

Clockworks Analytics serves healthcare, universities, real estate, and facility management providers in over 30 countries worldwide.

Kaiser Permanente
GK
Johns Hopkins
Harvard Business School
University of Iowa
University of Arizona
Harvard Medical School
University of Pittsburgh
ISS
MD Anderson