Software-agent factory for energy

Turn legacy operations into software and agents.

Rules-based, high-risk workflows become deterministic software. Messy, contextual workflows become governed autonomous agents.

OPERATION MAP / 001 SYSTEM ONLINE

LEGACY OPERATION

fx
Calculation engine3,418 embedded rules
@
Exception inboxContext held by operators
db
Zombie vendor toolUnsupported since 2019
LYTTON OBSERVE
DECIDE
BUILD

PRODUCTION SYSTEM

DETERMINISTIC SOFTWARE
Rules execute exactly
Verified against 42 operating scenarios
GOVERNED AGENT
Context handled safely
Exception requires reviewAPPROVAL READY
Operator control at every boundary

The factory advantage

Six months of services.
Six weeks of product.

We built a software-agent factory that compresses six-month services engagements into six-week product deployments.

CONVENTIONAL SERVICES 6 months
M1Discovery
M2Requirements
M3-4Build
M5Testing
M6Handoff
LYTTON FACTORY 6 weeks
W1Observe
W2Prove
W3-4Build
W5Verify
W6Deploy

Where we start

The critical tools hiding inside energy operations.

We rebuild the zombie software, internal tools, and manual processes that energy teams cannot safely stop using.

01 / COMMERCIAL

Commercial workflows

Bid logic, contract exceptions, pricing decisions, and approvals that cross systems and teams.

  • Rules encoded as tested software
  • Exceptions routed to contextual agents
  • Every decision traceable

One transformation

We preserve what works. We replace what does not.

LEGACY TOOLREAD ONLY
FILEDATACALCULATEEXPORT
ABCD
Vendor support expired 2,431 days ago
42SCENARIOS
REPLAYED
BEHAVIORAL PARITY
LYTTON SYSTEMONLINE
Operating summaryLast run 2m ago
RESULT$12.8M
CONFIDENCE99.8%
All deterministic checks passed42 / 42
Agent

One commercial exception is ready for operator approval.

Powered by Cayu

The operating system behind the factory.

Cayu gives every Lytton deployment approvals, auditability, operator control, and knowledge that compounds.

Govern every consequential action Keep operators at the decision boundary Turn approved outcomes into institutional memory
Production / Project North HEALTHY
ACTIVE RUNCommercial exception review
RUN 1842
STEPS18 / 21
APPROVALS1 pending
KNOWLEDGE12 active
Rules enginePricing thresholds verified14:02
Agent analysisException context assembled14:03
Operator approvalNon-standard indemnity term
ACTIVE KNOWLEDGE
Compounding

Proven in enterprise energy

The factory was built in the field.

8 weeksFortune 500 rebuild
3 peopleCore delivery team
6 weeksFactory deployment standard

Our direction

Building the AI-native industrial enterprise, one operation at a time.

We combine industrial AI, operating leadership, and production infrastructure. We work beside the people who run the business, then remain accountable for what we build.

INDUSTRIAL AIENERGY OPERATIONSPRODUCTION INFRASTRUCTURE

Start with one operation

What critical workflow is still trapped in a legacy tool?

Show it to us. We will show you what should replace it.

Talk to Lytton