Gigawatt AI vs. GridX

Discover why Gigawatt is the AI-native suite for execution beyond rate intelligence

Which modernization path fits your utility

Gigawatt modernizes utility functions in weeks, not years.

gigawatt ai logo
gridx logo

What it is

An AI-native operating platform for utility work. A rules engine catches exceptions, AI agents work them with a human approving what matters, and agents answer questions against live account and usage data.

An Enterprise Rate and Data Platform for the rate and program lifecycle, operating alongside the CIS.

Complex rate calculation

Headless rating engine on your existing CIS. Tariff and jurisdiction engines, native interval billing, continuous calculation, shadow billing in production isolation, AI-assisted tariff configuration from regulatory documents.

Rate engine with in-engine interval calculation and a stated penny-level accuracy.

What it covers

Revenue, customer and contact center, field service, outage and market operations on one platform.

 

The rate and program lifecycle: design, analysis, implementation, customer rate guidance and forecasting.

Where it runs

On-premise, SaaS, or inside your own cloud tenancy.

Delivered alongside your existing systems.

 

System of record

Your choice. In add-on mode your CIS keeps the receivables sub-ledger and Gigawatt performs rating. In replacement mode Gigawatt becomes the CIS and MDM.

The CIS remains the system of record. GridX has no CIS product.

How you buy it

Modular. Priced per module. Turn on what you need, when you need it.

Product modules across the rate and program lifecycle.

Comparisons use publicly available information to interpret each competitor’s documented core platform scope.

When Gigawatt is the better fit

Gigawatt delivers measurable workflow modernization without core-system migration or operating-model change.

Gigawatt may fit when

Your exception queues must shrink instead of recycling every cycle

Your CSRs need accurate high-bill answers from live account data

You need AI agents resolving work, not simply scoring outcomes

You want reusable AI agents across multiple utility workflows

Your rate work is handled, but operational execution is not

You need deployment in your own cloud or on-premises environment

You want to start modernization before committing to CIS replacement

GridX may fit when

You need to build rates directly from cost-of-service inputs

You need full-population bill impact analysis to support a rate case

You need meter-level load forecasting and planning

How Gigawatt’s operating model works

Start with one workflow. Add the next when it earns its place.

Why utilities choose Gigawatt over GridX

Gigawatt is built for utility-wide execution. Where workflows cross systems, Gigawatt is the better answer.

Gigawatt

Kraken

AI agents that work exceptions to resolution under human review

✅

❌

Ask an AI agent why a bill is high, grounded in live account and usage data

✅

❌

Stop an exception class recurring, not just clear today’s queue

✅

❌

Carry the same agents into service, outage, credit, fraud and market work

✅

❌

Turn on the next module without a new implementation

✅

❌

Marks reflect each vendor’s published product scope as of the review date, not an assessment of what either product could be made to do.

Common questions about Gigawatt vs. GridX

What is the main difference between Gigawatt and GridX?

GridX is a rate platform: rate design, billing-grade calculation, rate analytics and load forecasting, operating alongside your CIS. Gigawatt is an operating platform. It performs the same rating function as an add-on, and the same deployment extends into billing exceptions, customer operations, field service, outage and market work.

Both platforms handle billing exceptions. What is actually different?

What Gigawatt does with them. Rules catch the exception, then AI agents work it: root cause, a proposed or executed fix, and human approval on what matters, with analysis aimed at stopping that exception class from recurring.

Does Gigawatt replace the utility's CIS or rate engine?

Only if you want it to. In add-on mode Gigawatt takes over the rating portion of billing and your CIS remains the system of record, including the receivables sub-ledger. In replacement mode Gigawatt Revenue is the CIS, MDM and rate engine. The boundary is set per engagement.

How does the add-on actually work?

Gigawatt reads the data required to calculate a bill from your CIS and returns the calculated result. Exceptions are captured in Gigawatt and pushed to your systems through event notifiers.

How does Gigawatt govern AI decisions?

Tariffs, eligibility rules and thresholds stay deterministic. Agents decide when to invoke a rule and never recompute one. Autonomy is set per action and per tenant, from read-only through approval-gated to reversible autonomous action, and every action is recorded with its inputs, rule version, approver and escalation path.

How is Gigawatt priced?

Modular, priced per module. You turn on what you need and add capability as it earns its place.

We already run GridX. Can Gigawatt work alongside it?

Yes. Utilities running GridX for rate design and forecasting can add Gigawatt for the operational work: exceptions, customer service, field and outage. GridX stays the rate specialist and feeds into how the work actually runs. If Gigawatt later becomes your CIS, GridX can continue to operate against it.

How should a utility choose between Gigawatt and GridX?

Start with the outcome you are buying. Choose GridX when rate design, rate case analysis or load forecasting is the goal. Gigawatt does not do those. Choose Gigawatt when the goal is changing how the operational work runs, and complex rating is where you want to start.

Ready to modernize your utility with Gigawatt AI?

See how Gigawatt fits your modernization path.