We make companies AI-native.

Paid from the value we create.

Senior Private Equity operators embed in your business for a 12-month partnership. Together with your team, we tear down how the company actually works, rebuild it AI-native, and get paid purely from verified results.

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Trusted by Futureal

Where the value lands

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

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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

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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

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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

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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

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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

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Where AI takes over

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

The engine

We see what others can't.

How your company really works lives in your people's heads, and nobody else goes after it. Transcript talks with everyone, digs into the details, and hands us insights no outside firm has ever had.

Our own AI interviewer · the engine behind every partnership

Meet Transcript.

You can't optimize what you can't see. Transcript, our AI interviewer, talks with everyone, understands what they know, and shows how work actually gets done: an X-ray of your organization, and the source of every opportunity we deliver.

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

The loop

How an engagement runs.

A continuous loop. Every opportunity is sized and approved before we begin, and verified before anything is invoiced.

Phase 01
Understand

Transcript interviews your whole organization and maps how work actually gets done. Every opportunity is sized and written up. No charge.
Phase 02
Deliver

We build each improvement custom to your tools and processes, and embed it alongside your team until it runs reliably.
Phase 03
Measure

The value of every improvement is measured and signed off with your team. You see the result before you ever see an invoice.
Phase 04
Repeat

The value builds piece by piece, not as one big bet. Opportunity after opportunity, your company becomes AI-native, and the systems keep running with ongoing support.

See the full service offering

The deal

Paid from results only.

We spent a decade in US Private Equity turning more than fifty companies around. Betting on our own work is nothing new. This deal is the same bet: we get paid purely from the value we create.

01 · The fee

$0 upfront, no retainer.

We carry the cost of the work until the value lands. Your first invoice from us arrives after your team has seen the result.

02 · The proof

Verified on your numbers.

Every improvement is measured on your numbers and signed off by your team before we invoice a share of it.

03 · The alignment

If we don't deliver, you don't pay.

We only make money when you do: the incentive is the contract.

Request a brief

In the field

Latest partnerships.

Here are some companies that placed their trust in us.

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

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

Request a brief

We make companies AI-native.

Finance & accounting

Procurement & vendor management

Customer support

IT & internal operations

Sales & marketing ops

Compliance & reporting

We see what others can't.

Meet Transcript.

How an engagement runs.

Understand

Deliver

Measure

Repeat

Paid from results only.

$0 upfront, no retainer.

Verified on your numbers.

If we don't deliver, you don't pay.

Latest partnerships.

Futureal

E4 Strategic

Davies + Harrison

Liss

Be the next.

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

We make companies AI-native.

Finance & accounting

Procurement & vendor management

Customer support

IT & internal operations

Sales & marketing ops

Compliance & reporting

We see what others can't.

Meet Transcript.

How an engagement runs.

Understand

Deliver

Measure

Repeat

Paid from results only.

$0 upfront, no retainer.

Verified on your numbers.

If we don't deliver, you don't pay.

Latest partnerships.

Futureal

E4 Strategic

Davies + Harrison

Liss

Be the next.

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

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