UK · London Productised Consulting · Agentic Execution

AI Lighthouse Partners Productised consulting for the human-led, agent-operated enterprise.

We combine deep industry knowledge, senior consulting judgment and agentic execution capabilities into repeatable advisory systems. We call this codified industry knowledge in an agentic fabric: a new model for helping organisations design, adopt and operate human-led, agent-operated ways of working.

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Defined scope · named output Evidence traced to source Accountability stays with people Quality independent of staffing
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Human-led
Agent-operated
01 / Who We AreThe firm, not the product

A next-generation productised consulting firm.

AI Lighthouse Partners exists to move consulting beyond bespoke advice and manual execution. We turn specialist knowledge, proven consulting methods and sector insight into productised systems that can run repeatedly, consistently and with evidence built in.

01

Senior judgment stays human

02

Execution becomes agentic

03

Knowledge becomes codified

04

Outcomes become repeatable

The modelOur signature concept

Codified industry knowledge in an agentic fabric.

It does not replace expertise. It operationalises it. It gives organisations a way to run complex knowledge work with more consistency, speed and evidence, while keeping accountability with the people responsible for the decision.

04 Human Control Layer 03 Agentic Fabric 02 Consulting Method 01 Industry Knowledge
Knowledge rises · method shapes it · the fabric executes · people stay in control
02 / What We DoThe delivery model

We help organisations design, adopt and operate human-led, agent-operated models.

Consulting has always scaled the same way. Put a partner at the top, widen the base with people, and capacity, cost and quality all move together — because all three are functions of headcount.

We keep the senior layer and replace the base. Judgment stays with experienced people. Execution moves to an agent layer that does not tire, does not drift, and does not have to be recruited before the work can start.

The traditional pyramid Capacity = headcount Human-led, agent-operated Capacity without headcount Judgment at the top, effort at the base Unchanged Agent execution layer Judgment at the top, elastic execution beneath
The pyramid was a staffing model · it is no longer the only way to build capacity
01

Outcome, not effort

We scope around a result and a named output rather than a day rate and a staffing plan. What you are buying is the thing that arrives, not the hours it took to produce — which means the incentive to take longer disappears.

02

Non-linear by default

Workstreams run in parallel and re-run whenever the evidence changes, instead of queueing behind a sequential phase gate. New information at any point refreshes the view upstream and downstream, so the answer stays live rather than ageing between milestones.

03

Human-led

Senior people set the question, challenge the evidence and own the recommendation. There is always a name against the answer, and it is never an agent's. Accountability is the one thing we will not productise.

04

Agent-driven execution

Reading everything, reconciling it, drafting it and running it again — at a scale and consistency headcount cannot reach, under human direction at every step. Capacity becomes something you configure rather than something you hire.

What we are for

A diligence process that once took three weeks now runs in days — every finding traced to its source, every recommendation owned by a person.

03 / DiligenceIQThe model, running on a live deal
Flagship product

DiligenceIQ: human-led, AI-executed diligence.

Our productised consulting model, applied to the highest-stakes knowledge work in private capital. The deal team frames the questions, challenges the evidence and owns the recommendation; the fabric does the reading, the reconciling and the drafting.

Explore DiligenceIQ → Request a demo →
01

Human-led, AI-executed diligence

Brings data room documents, external market intelligence and key deal questions into one workflow.

02

Source-backed outputs

Produces findings, red flags and IC-ready outputs with evidence traceability and human review built into the process.

03

More capacity for deal teams

Helps teams manage more deals in parallel and work more consistently, while giving senior teams more time for judgment, challenge and client advice.

04

Built specifically for diligence

Runs specialist diligence workflows rather than acting as another interface for a general-purpose chat assistant.

05

Institutional memory across deals

Previous diligence, investment decisions, playbooks and post-deal outcomes can inform future transactions.

06

Works with existing tools

Sits alongside research and market intelligence tools while keeping confidential client data private.

The platform site

See the full workflow, workstreams and security model.

How the workflow runs phase by phase, the full set of diligence workstreams, the evidence coverage and gap map, security and deployment — all of it sits on the DiligenceIQ site.

Explore DiligenceIQ →
Request a demo → How it works ↗ Workstreams ↗ Security ↗
License Agentic CDD

Put Agentic CDD on your next deal.

Two ways to bring the engine into your process — a 30-day trial on a live deal, or a fund-wide production licence. Both are subject to senior approval and backed by partner-led onboarding.

04 / Pre-Deal SolutionsFROM STRATEGY TO PRODUCTISED CDD

Senior judgment,
amplified by
agentic execution.

A connected set of productised capabilities — spanning strategy, the deal and diligence — each pairing senior advisory framing with an agent-operated execution layer. The result is evidence-backed, defensible decision support, delivered at the pace of capital.

Flagship
S/01Pre-deal → Investment Committee

Agentic CDD

AI-automated commercial due diligence producing IC-ready, fully-sourced memos. Humans frame the thesis and own the recommendation; a family of specialist agents ingests the data room, runs every workstream in parallel and drafts decision-ready outputs — the hero engine for private capital decision advantage.

→ IC-ready memo & appendices, every claim traceable to source
↓ Explore more
43
specialist agents across five lifecycle phases
−75%
time to first insight versus manual diligence
99%
claim traceability across the IC pack
S/02Boardroom

AI Strategy for CXOs & Boards

A practical boardroom guide for turning AI ambition into measurable business value. The paper sets out how leaders can prioritise the right opportunities, prove impact, scale responsibly and build lasting competitive advantage. It combines strategy, governance, operating model and adoption into a clear executive playbook.

→ Board-ready AI strategy & roadmap
↓ Explore more
S/03Pre-close · 100-day window

AI Due Diligence Operating System

The AI Due Diligence Operating System runs a target through an evidence-led assessment across five dimensions, flags contradictions, and keeps valuation uplifts locked until the evidence supports them. The judgement stays with the human — the tool just makes it defensible.

→ Weighted AI DD report + 100-day plan
↓ Explore more
05 / Post-Deal SolutionsWHERE AI AMBITION BECOMES EBITDA

AI ambition,
turned into
measurable value.

A growing set of productised offerings that move AI from boardroom intent to operating reality. Each one targets a specific part of the business — releasing margin, capacity or trapped cash — with the rigour of a value-creation case leadership can stand behind.

S/04 Operating model · holding period

Value Creation from Process Agentification

We find the processes that consume the most human effort and rebuild them as agent-operated workflows — releasing margin and capacity without adding headcount, and turning AI ambition into measurable EBITDA.

What we do

Process audit → agentification roadmap → in-flight delivery → measured EBITDA capture, in 90–180 days.

What you get

Agent-operated workflows live in production, a margin-uplift dashboard, and a value-creation case for the next exit.

↓ Explore more
S/05 Finance function · CFO office

CFO Working Capital Agent

An agentic finance control tower that monitors receivables, payables and cash to surface and release trapped working capital — flagging overdue collections, early supplier payments and billing leakage, with a board-ready action queue.

What we do

Connect ledger data → run the working-capital agents → surface prioritised cash-release opportunities → drive action through CFO workflows.

What you get

A live executive dashboard, audit-traceable agent analysis, a scenario simulator, and a generated CFO board pack.

↓ Explore more
06 / The Evidence BaseWhy first movers compound the advantage

The firms that move first run more diligence, on more assets — and decide earlier.

84%
of PE & VC firms now use AI in some form — but only 36% track defined KPIs.
35–85%
productivity gain achievable across diligence and operational workflows (EY benchmark).
2–3×
EBITDA improvement for companies with mature AI programmes versus sector peers.
5–20%
EBITDA margin improvement achievable by rebuilding core processes as agent-operated workflows.
07 / InsightsThe PE Agenda

Thinking for partners and investment committees.

Briefs, working papers and field guides on the shift to agentic diligence — written for the people who carry the decision.

Briefing · No. 01
Executive Brief

The Sovereign Operating Model: Deploying Agentic CDD at Scale

How modern financial institutions and enterprises are utilising agentic workflows to redesign core operations, integrate disparate data sources, and reduce operational effort by 80%.

Read the brief →
Briefing · No. 02
Executive Brief

Redesigning the Enterprise Operating Model

How organisations move from scattered AI experimentation to a Human-Led, Digitally Operated model, using datafication as the engine and Intelligent Automation to run the standard path.

Read the brief →
Briefing · No. 03
Executive Brief

Securing the Federated Agentic Pipeline: Governance & Controls

An executive briefing on safe execution, runtime validation, workflow boundaries, and security controls for autonomous systems.

Read the brief →
08 / ContactUnited Kingdom

Tell us what you are trying to change.

Speak with AI Lighthouse Partners about productised consulting, agentic operating models, DiligenceIQ, or how your organisation can move from AI experimentation to human-led, agent-operated execution.

Email
info@ailighthousepartners.comFor all enquiries — licensing, engagements, press and partnerships.
Registered office
AI Lighthouse Partners Limited42–46 Station Road
Edgware, England, HA8 7AB
Registered in England & Wales
See DiligenceIQA walk-through on your sector and deal process, arranged on the platform site ↗ Follow our thinkingField notes on agentic operating models and productised consulting ↗