Industry solution

Professional Services

Knowledge assistants, delivery platforms and margin analytics for consulting, legal and accounting firms.

Firm knowledge assistantDocument generationDelivery and utilisation platformEngagement analytics

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Sector pressures

What is squeezing this sector.

Higher utilisation, faster delivery, protected margin.

Knowledge trapped in past engagements

Manual document production

Utilisation visibility

Margin erosion

Enterprise challenges

What actually breaks in professional services and what it costs.

A firm intelligence layer that turns past engagements into reusable capability while protecting confidentiality.

Challenge 01

Knowledge dies with the engagement

Precedent, models and methodology sit in individual drives and inboxes.

Business impact: The firm re-solves problems it has already solved.

Challenge 02

Document production consumes senior time

Proposals, reports and agreements are drafted from scratch.

Business impact: Chargeable capacity is spent on formatting and assembly.

Challenge 03

Utilisation is visible only in arrears

Resourcing decisions are made without live capacity data.

Business impact: Benches form while other teams burn out.

Challenge 04

Margin erodes silently

Scope creep is absorbed rather than priced.

Business impact: Profitability by client and service line is discovered at year end.

Challenge 05

Confidentiality limits shared tooling

Client walls and privilege rules constrain any shared knowledge system.

Business impact: Firms avoid AI rather than architect for it.

Solution modules

The Professional Services enterprise module stack.

Each module is deployable on its own and composes into one governed platform. Most programmes start with one module carrying a measurable number, then extend.

Firm Knowledge Module

Grounded retrieval across precedent, methodology and deliverables, respecting client walls.

Matter-scoped retrieval
Ethical wall enforcement
Citation-backed answers
Knowledge gap analytics

Document Automation Module

Assisted drafting from templates and prior work with reviewer control.

Proposal and report drafting
Clause and precedent libraries
Version and review workflow
Brand and quality checks

Delivery Platform Module

Engagements, resourcing and timesheets on one system.

Resource planning
Time and expense capture
Milestone and WIP tracking
Client portal

Margin Analytics Module

Live profitability by client, partner, service line and engagement.

Realisation and leakage analysis
Scope-change tracking
Pricing benchmarks
Partner scorecards

Confidentiality Controls Module

Architecture and controls that satisfy privilege and conflict obligations.

Conflict checking
Data residency and isolation
Retention policies
Access audit trail

Use cases

Where technology earns its place.

Firm knowledge assistant

Grounded answers across precedent, methodology and past work.

Document generation

Drafting from templates and prior work with reviewer control.

Delivery and utilisation platform

Resourcing, timesheets and margin in one system.

Engagement analytics

Profitability visibility by client, partner and service line.

Outcomes

Numbers this work moves.

Faster document production

0 pts

Utilisation improvement

Live

Engagement margin visibility

Compliance and controls

Client confidentiality boundaries
Conflict-of-interest controls
Retention and privilege handling

Related services

Enterprise AIAI that runs inside your business, under your control.Custom SoftwarePlatforms engineered around your process, not the other way round.Data EngineeringTrusted data feeding decisions leaders actually use.Business AutomationRemove manual effort from the workflows that carry your business.Cyber SecuritySecurity posture you can evidence to a board or a regulator.

Technologies we use here

Capabilities we deploy in Professional Services

RAG SystemsRetrieval-augmented generation grounded in your authoritative documents with citations.Generative AIApplied generation for drafting, summarising, extraction and content operations.Project ManagementDelivery, resourcing and margin tracking for project businesses.Document AutomationExtract, validate and file documents without manual keying.InventoryMulti-location stock control with accurate, reconciled positions.DevOpsDelivery practice, tooling and culture that make change routine.

Related insights

AI governance framework: a practical operating model for enterprise AIA working AI governance framework — principles, roles, controls, risk tiers, model lifecycle gates and metrics — that lets an enterprise ship AI faster, not slower.Why enterprise AI pilots stall — and what changes when they do notThe gap between a working demo and a production system is organisational, not technical.Automation that survives auditDesigning RPA and document automation with controls, logging and ownership from day one.

Assess and plan

AI Readiness AssessmentScore your organisation across six readiness dimensions in about ten minutes.Enterprise AI Readiness ChecklistThe seven-dimension checklist we use before committing to an enterprise AI programme.Downloads centreCapability statement, readiness checklist and other practitioner material.

Frequently asked questions

We scope a first increment that can reach production inside a quarter and carry a measurable number, then scale on the same platform.

Yes. We staff professional services engagements with people who already understand the operating model, data structures and compliance load of the sector.

Downloadable guide