Your AI Operating Partner.

Paid from savings we deliver.

Senior Private Equity operators working directly inside your business to reduce operating costs with AI. We find where costs are running too high in your back office, build the systems, and capture the savings.

Request a brief

Where we work

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

Learn more

Where AI takes over

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

Procurement & vendor management

Renewal cycles are full of savings nobody's looking at.

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

Learn more

Where AI takes over

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

Customer support

Routine tickets resolved before they reach 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

Learn more

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

Learn more

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

Learn more

Where AI takes over

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

Compliance & reporting

Board reports in hours, not months.

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

Learn more

Where AI takes over

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

In the field

Latest partnerships.

Here are some companies that placed their trust in us.

Real estate

Futureal

Hungary

PropTech

E4 Strategic

United Kingdom

Investment

Davies +
Harrison

United Arab Emirates

Manufacturing

Liss

Hungary

Why us

Operators with an AI engine.

Three things set us apart. The people, the engine, and the deal.

01 · The operators

PE operators, not consultants.

We spent a decade in US Private Equity buying distressed companies and turning them around. Not advising. Operating, with our own money at risk. Now we use AI to fix the same problems in your business.

02 · The engine

An AI engine of our own.

We built AI systems inside our own company before running them for clients. Nothing is off-the-shelf. Every system is built around your tools and processes. We stay alongside you once it's live.

03 · The deal

Paid only when we save you money.

No upfront cost. We find the savings, build the systems, and take a share of what you save. You pay once per opportunity. From year two onwards, the full saving is yours at no further cost. If we don't deliver, you don't pay.

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
Find

We go through your entire operation: software, vendors, headcount, processes. We find where costs are too high. Every opportunity is sized and written up. No charge.
Phase 02
Build

We build the solution custom to your tools and processes. You and your finance team agree the numbers and sign off the baseline before we start.
Phase 03
Implement

We embed the solution directly inside your business. Not a handover - we stay alongside your team through rollout until everything is running reliably.
Phase 04
Maintain

After the engagement, the systems keep running with ongoing support. You can bring us back in for new work at any time.

More ways to start

Not ready for a full partnership?

Start with our product, or with a single bill.

Our product · early access open

Meet Transcript.

An AI interviewer that talks with every person in your company, understands what they know, and shows you how work actually gets done.

Meet Transcript

A Transcript conversation: an employee describes how order exceptions really get handled, and Transcript asks the follow-up a great interviewer would

Our focused service · success fee only

Start with your AWS bill.

Our forward-deployed engineers cut your AWS bill, and we only get paid from what you save. We cut one production bill nearly in half in a year. Many partnerships start here.

Cut your AWS bill

Start here

Tell us about your business.
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

Davies +Harrison

Liss

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.

Find

Build

Implement

Maintain

Not ready for a full partnership?

Meet Transcript.

Start with your AWS bill.

Tell us about your business.We’ll find the savings.

Davies +
Harrison

Tell us about your business.
We’ll find the savings.