Stone pillars and curved facade of the Radcliffe Camera

Working AI in your firm, in five days.

We build AI that takes the repetitive work off your team's hands. Made for your firm, connected to your tools, and owned by you.

Having AI stopped being the edge.

Every firm is picking up the same models. What they cannot pick up is your firm's internal knowledge and its AI-native processes.

From manual work to an AI operating system.
From manual work to an AI operating system. Manual Review, Chat Assistants, Copilots, Curated AI Workflows and Context-Native on a rising timeline from 2019 to 2027. Manual Review Human-hours Chat Assistants Single-document Q&A Copilots Per-document retrieval Curated AI Workflows Memos without firm memory Context-Native Firm memory built into every interaction 201920212023202520262027 From manual work to an AI operating system. A vertical timeline from 2019 at the top to 2027 at the bottom. Manual Review, Chat Assistants, Copilots, Curated AI Workflows and Context-Native appear beside the curve as it moves to the right. 201920212023202520262027 Manual ReviewHuman-hours Chat AssistantsSingle-document Q&A CopilotsPer-document retrieval Curated AI WorkflowsMemos without firm memory Context-NativeFirm memory built into every interaction

Where Firms are with AI agents:

Manual ReviewHuman-hours
~36%
Chat AssistantsSingle-document Q&A
~39%
CopilotsPer-document retrieval
~17%
Curated AI WorkflowsMemos without firm memory
~7%
Context-NativeFirm memory built into every interaction
~1%

the next ~3%, making the jump within 6 months. The firms the rest will be chasing.

Your firm's knowledge should be your advantage.

Things we've built:

Research your market, spot buying signals and prepare relevant outreach. Score prospects, route them to the right brand and keep the CRM up to date, with your team approving the next step.

Build this for my firm

Lead generation agent

Find the right prospects, understand why now and prepare an introduction worth sending.

Find your next clientLive business signals converge from a radar of companies into a researched opportunity and a prepared introduction. Expanding team4 new roles this week New officeA reason to reach out Your next clientProspect researchedStrong fit for your firmNew office · Growing teamThe right moment.A relevant introduction, withthe research to back it up.Review introduction

Marketing agent

Turn your firm’s expertise into posts, campaigns and newsletters your team can approve in one place.

Your expertise, beautifully presentedAn original editorial social graphic sits beside a content calendar and a prepared email newsletter, connected as one campaign. Your content, planned.NovemberMTWTFSS4567891011121314155Ready for your approval Your firmA freshperspective.THE NOVEMBER EDIT Thoughts worth sharing. In your voice. The monthly noteEmail newsletter · Draft readyA little clarity for the month ahead.On-brand. On time.

Speed-to-lead agent

Respond while the enquiry is fresh. Qualify the request, find the right person and get the next step booked.

From first enquiry to a booked conversationAn incoming enquiry flows through a personal response to a confirmed calendar appointment. ANew enquiryJust now · Your website“Can we talk about coverfor our growing team?” Your firm“Thanks, Alex. We can help.Shall we find a time to talk?”Matched to the right adviser NOV12A conversation, confirmed.Thursday · 10:30 amWith your team No enquiry left waiting.

Document review agent

Pull the important facts out of contracts, policies and reports. See what needs attention, and the source behind every answer.

The important details, brought to the surfaceA highlighted policy document is scanned, with renewal dates, cover limits and a point for review extracted into clear cards. Your firmCommercial policyPolicy schedule · November 202601 / SUMMARY OF COVERRenewal date: 15 November 2026Limit of indemnity: £2,000,000Policy schedulePage 1 / 18 Renewal15 NovemberSource: page 1 Policy limit£2,000,000Source: page 1 One clause needs your review.The detail, with its source.

Form-filling agent

Turn the information you already have into completed applications and intake forms, ready for a person to check.

Enter it once. Use it everywhere.Client information from an email and policy document flows into a clean application form. Each filled field links to its source. Client detailsBusiness nameNorthline StudioTeam size24 employeesRenewal date15 November 2026Policy schedule · Page 1 A client email“Our postcode is CB2 1TN.” Your firmPaperwork, already started.Client application Business nameNorthline Studio Number of employees24 Renewal date15 November 2026 Business postcodeCB2 1TN Ready for your review

Company brain

Ask a question across your firm’s records. Get a useful answer with the emails, documents and notes behind it.

Company brainA client question is answered using firm knowledge, with clearly linked source cards for meeting notes, an email thread and a policy schedule. What did we agree with this client? Your firm’s answer3 sources foundKeep the existing cover.Review the limit before renewal.Agreed at the last meeting and confirmed by email.The answer is only a click from its source. Client meetingNotes · 24 October Email threadClient · 25 October Policy scheduleDocument · Page 4

AI Operating System

Your people, knowledge and agents in one workspace. Built around your firm, with your name on the door.

Your firm’s AI operating systemA central workspace bearing your brand connects your inbox, documents, CRM and calendar to a team of AI agents. Inbox Calendar Documents Your CRM Your firmConnected A good day, already underway.Your team’s work, in one place. New leads12For review3Completed28 Your agents are working.

And the work around them.

Proposal & RFP agent

Use past proposals to draft a response in your firm's voice, check requirements and flag upcoming deadlines.

Meeting preparation

Bring client history, market context and open questions into one useful brief before the call.

Sales playbooks

Put your team's objection responses, follow-ups and cross-selling opportunities in reach when they need them.

CRM refresh & reactivation

Clean up stale records and find the clients and candidates worth reconnecting with.

Candidate marketing

Match great candidates to target employers and prepare an introduction to the right person.

Market & competitor intelligence

Keep track of your market and turn relevant changes into useful briefs for the team.

Alumni & relationship tracking

Know when a past placement or client moves into a role that opens a new conversation.

Search & AI visibility

Make your expertise easier to find across search engines and AI answers.

Marketing performance

Bring campaigns, content and enquiries together so you can see what generates leads.

Your software.
Your name on it.

Your logo in the corner. Your team in control. We build and maintain it. You own it.

  • Your code and workflows
  • Your accounts and credentials
  • Your data and documentation
  • A team that knows how to use it
Your firm
You
OverviewClientsWorkflowsKnowledgeSettings

Good morning, Alex.

Everything in hand.

✓
New client enquiryReply prepared for your review
↗
✓
Application draftSource documents attached
↗
✓
This week's contentReady for approval
↗
Built and maintained by us. Owned by you.

The proof is in production

Humanis Executive Search

Humanis Executive Search replaced three separate SaaS tools with a single Cambridge Agents workflow that handles candidate research, decision-maker identification, and personalized outreach.

“We used to pay for tools that only did pieces of the job. Cambridge Agents gave us one system that actually understands our candidates and our clients — and we own it.”

Janine HillManaging Partner, Edmonton · Humanis Executive Search
Annual SaaS savings
$180K+
Time to prepare targeted outreach
down 75%
CRM records actively worked
3× more
IQ PARTNERS

IQ PARTNERS built a custom candidate-marketing and relationship-tracking system in a five-day sprint, retiring two external platforms.

“The first question we now ask is whether Cambridge Agents can do it. Most of the time the answer is yes — and we have the code and the data at the end of the week.”

Peter ZukowManaging Partner · IQ PARTNERS
Tools retired
2
Placements influenced by automated intros
40+in the first quarter
Hours saved per search
15–20
BrokerUnion Insurance

BrokerUnion Insurance replaced its application-prep and renewal SaaS stack with agents that pull client documents, flag missing information, and draft submissions.

“Cambridge Agents didn’t just save us money. It gave our brokers something that actually knows our book of business and our carriers. Support tickets basically disappeared.”

Muqit AzizPresident · BrokerUnion Insurance
Annual contract savings
$240K+
Reduction in application-related support tickets
80%
Renewals prepared without manual re-keying
92%
Dorchester Insurance Brokers

Dorchester Insurance Brokers deployed firm-wide agents for intake, document review, and speed-to-lead after cancelling multiple point solutions.

“With Cambridge Agents the constraint is no longer software or headcount — it’s how many good ideas we can feed it. We’ve retired systems we thought we were stuck with.”

Derek ThorntonInsurance Broker & Managing Partner · Dorchester Insurance Brokers
SaaS systems retired or on track to be retired
6
New client applications fully prepped
in under 48 hours
Brokers freed from repetitive admin
entire team of 28

Who it's for.

Firms with valuable expertise and too much work between them and their clients.

Insurance brokers

Applications, renewals and client documents, prepared for your brokers to review.

Recruitment agencies

Candidate matching, relationship tracking and outreach that opens a conversation.

Law practices

Client intake, document review and firm knowledge, ready when the matter needs it.

Clinicians' offices

Referrals, forms and appointment administration, organised around your staff.

Search funds & family offices

Company research, deal sourcing and diligence documents, brought together.

Why a guided
sprint wins.

A clear scope, working software and a system your team owns.

A typical AI agency

  • Six-to-twelve-week discovery phases before anything is delivered.
  • An open-ended scope, with costs growing as the project goes on.
  • Proprietary platforms that tie your workflows to their software.
  • Payment upfront, with the delivery risk left to you.

Cambridge Agents

  • A focused, five-day sprint with the scope agreed on day two.
  • Written deliverables and a fixed price before the build begins.
  • Your code, accounts and documentation. We build and maintain it; you own it.
  • Final payment only when the agreed scope is delivered.

Works with your stack.

Slack Salesforce Affinity DealCloud Snowflake Google Drive Jupyter Atlassian

The Leadership team

Thomas Lynch

Thomas Lynch

Co-founder · Technology

  • Cambridge PhD in Engineering (Computer Vision)
  • Founder of an AI software company worth $6M
  • Twice winner of the Oxford–Cambridge Boat Race
Benjamin Lynch

Benjamin Lynch

Co-founder & COO

  • Leads sales, marketing and overall operations as COO
  • Led capital-raise transactions of $20M+ across healthcare, dental, blue-collar and real estate
  • Canadian National Team athlete — top 10 in halfpipe skiing at the 2026 Winter Olympics

A few things
you might ask.

What can you really build in five days?

A focused workflow with a clear finish line. We use the first two days to choose the work and agree the scope. Larger systems are broken into separate pieces, so each sprint delivers something useful.

Do we own the software?

Yes. We hand over the custom code, workflows, documentation and accounts. We can maintain and improve it for you, while you retain ownership. Any third-party software remains subject to its own licence.

What does it cost to keep running?

We agree the build fee and estimate ongoing AI, data-tool and hosting costs before you commit. Those services run in accounts you control. Ongoing development and support are optional and scoped separately.

How do you handle client information?

We agree which systems and records the workflow can access, who can use it and what needs human approval. Data handling and provider settings are part of the scope, so your firm can check the design against its obligations.

Will our team need to learn a new tool?

We work with your existing systems wherever practical. If a custom workspace is useful, we put your branding on it and train your team before handover.

Five days. Working AI in your firm.

Book a 30-minute call. Bring a workflow you'd like to improve, and we'll talk through what we can build.

30 minutes. No obligation.