Your AI Operating Partner.

Paid from savings.

Senior PE operators come inside your company and find the cost lines AI should be carrying. We build the systems and capture the savings.

Request a brief

Finance & accounting

Closing the books, every month, with fewer humans in the loop.

Most finance teams scale headcount with transaction volume. We replace that linear cost with agents that handle invoices, match transactions, categorize spend, and surface anomalies. The work that used to require junior staff and month-end overtime runs continuously, with the team supervising rather than typing.

Where AI takes over

+ Invoice handling
+ AP/AR automation
+ Reconciliation
+ Expense categorization
+ Forecasting

Where AI takes over

+ Invoice handling
+ AP/AR automation
+ Reconciliation
+ Expense categorization
+ Forecasting

Procurement & vendor management

Renewal cycles surface money already on the table.

Every contract renewal, vendor review, and RFP cycle is a chance to find savings hiding in unmonitored spend. Agents read the contracts, benchmark against alternatives, prepare the negotiation work, and flag the renewals nobody had time to look at. Procurement becomes proactive without growing the team.

Where AI takes over

+ Vendor analysis
+ Contract review
+ Spend categorization
+ RFP and renewal automation

Where AI takes over

+ Vendor analysis
+ Contract review
+ Spend categorization
+ RFP and renewal automation

Customer support

Tier-1 work resolved before it reaches a person.

Most tickets are routine: password resets, order status, refund requests, simple how-tos. Agents handle them end-to-end, route the genuinely complex ones to the humans who should see them, and cut volume by a measurable margin every month. Quality goes up because your team handles fewer, better-prepared cases.

Where AI takes over

+ Tier-1 ticket handling
+ Routing & triage
+ Knowledge management
+ Response drafting

Where AI takes over

+ Tier-1 ticket handling
+ Routing & triage
+ Knowledge management
+ Response drafting

IT & internal operations

Internal tickets that resolve themselves.

Internal helpdesks rerun the same fifty problems forever. We turn the runbook into agents that handle account access, software requests, and incident triage on contact. Incident response gets faster, post-mortems get written without anyone asking, and the team gets its time back for work that actually moves the business.

Where AI takes over

+ Helpdesk automation
+ Monitoring & alerting
+ Incident response
+ Internal documentation

Where AI takes over

+ Helpdesk automation
+ Monitoring & alerting
+ Incident response
+ Internal documentation

Sales & marketing ops

A pipeline that stays clean without anyone babysitting it.

Sales operations rot without constant attention: duplicate leads, stale data, untouched outreach, CRM hygiene nobody enforces. Agents enrich, route, draft, and clean continuously. Sellers spend their time on conversations rather than data entry, and marketing finally trusts the numbers it reports.

Where AI takes over

+ Lead enrichment
+ Outreach automation
+ Content generation
+ CRM hygiene

Where AI takes over

+ Lead enrichment
+ Outreach automation
+ Content generation
+ CRM hygiene

Compliance & reporting

Audits and board reports as a query, not a quarter.

Compliance and reporting work scales badly with regulation. Agents maintain audit trails, draft regulatory submissions, track policy changes, and prepare board materials. What used to consume a quarter becomes a button you press the morning of, and the underlying record-keeping is cleaner than it was before.

Where AI takes over

+ Document review
+ Audit trails
+ Regulatory monitoring
+ Board reporting

Where AI takes over

+ Document review
+ Audit trails
+ Regulatory monitoring
+ Board reporting

In the field

Latest partnerships.

A handful of operators have given us the keys. Here’s where we’re working now.

Real estate developer

Futureal

Hungary

PropTech · mortgage workflow

E4 Strategic

United Kingdom

Why us

Operators with an AI engine.

Three things make the work pay for itself. The people, the engine, and the deal.

01 · The operators

PE operators, not consultants.

We have run companies inside private equity for the last decade. Same eye for cost basis. Same impatience with talk. Now we bring AI inside yours.

02 · The engine

An AI engine of our own.

Working agents, integrated with the systems money flows through. We use it inside our own businesses first. Only then do we run it inside yours.

03 · The deal

Paid only when we save you money.

No upfront fee. No retainer. No platform charge. Our fee is a share of accountant-verified savings, and nothing else.

The process

How an engagement runs.

Four phases. Each is sized, scoped, and approved before we begin. You see the work before you ever see an invoice.

Phase 01
Brief

Tell us your company. We send a written report on where AI can cut your costs, and how much. Free. Two business days. Yours to keep.
Phase 02
Embed

Senior operators move into your business. We sit with your team, in your systems, and learn how money actually moves.
Phase 03
Build

We ship the AI that does the work. Connected to your data, your tools, and our own engine.
Phase 04
Share

Savings measured monthly. Our fee is a share of what your accountant signs off. If nothing moves, you owe nothing.

Start here

Send us your company. We’ll find the savings.

A free written brief in two business days. Yours to keep, even if we never speak again.

Request a brief

Your AI Operating Partner.

Finance & accounting

Procurement & vendor management

Customer support

IT & internal operations

Sales & marketing ops

Compliance & reporting

Latest partnerships.

Futureal

E4 Strategic

Be the next.

Operators with an AI engine.

PE operators, not consultants.

An AI engine of our own.

Paid only when we save you money.

How an engagement runs.

Brief

Embed

Build

Share

Send us your company. We’ll find the savings.