Team Rebuilds

Rebuild the teams that move money. Then the teams that run the machine.

Every team runs on people, technology and data. We start where growth is blocked, prove the pattern in revenue work, then apply it to operations and control so the whole system compounds.

Revenue teams Operating teams Control & depth

How we demonstrate value

Grow revenue. Then free capacity. Then lock control.

Value is shown in that order. Depth is proven where the pattern already runs.

Revenue in

Sales, marketing and customer teams that win, keep and expand work. Prove the pattern where money moves.

Capacity out

Finance, ops, people, procurement, legal, IT and data. Free judgement time from assembly work.

Control that holds

Risk, compliance and cyber. Growth only sticks when evidence and gates stay board-safe.

01 · Revenue in

Teams that sell, market and retain.

These rebuilds move the top line. Pipeline, demand, retention and expansion. Agents carry the repeatable work. Your people hold the deals and the relationships.

Sales

Close more, with better context earlier.

Research, follow up, proposals and pipeline admin stop eating the week. Sellers spend time on deals. Agents carry the repeatable work underneath.

See the rebuild

Marketing

Demand on, without a bigger headcount.

Content, campaigns, channels and attribution stop restarting from zero each cycle. Marketers own the story. Agents keep the machine running.

See the rebuild

Customer Support

Retain and expand, not just close tickets.

Triage, knowledge and escalations stop eating the team. Resolution quality holds. Retention risk shows up before churn.

See the rebuild

Strategy

Faster bets. Fresher evidence.

Research, market scanning and board narrative stop waiting on the next planning cycle. Strategy owns the thesis. Agents assemble the evidence.

See the rebuild

Sales Close more, with better context earlier. Close more, with better context earlier.

People · same six, every title moves up

Head of sales

Revenue operating leadSets growth priorities and governs the revenue agents

Account executive

Account strategistOwns relationship, negotiation and commercial judgement

SDR / BDR

Pipeline orchestratorSupervises research, outreach and qualification agents

Sales operations

Revenue systems architectKeeps CRM, workflow and reporting clean

Customer success manager

Expansion intelligence leadTurns customer signals into renewal and growth actions

Marketing operations

Signal and campaign ownerConnects market activity to account priorities

Technology · today

CRMEmailCalendarLinkedInMarketing automationProposal docsBI dashboards

Manual handoffs, swivel chair work, and context assembled by hand.

Technology · rebuilt

Same stack, keptAccount research agentMeeting prep agentProposal agentFollow up agentForecast agentHandover agent

Your people lead and gate sensitive actions. Agents carry the repeatable work underneath.

Data · today

CRM notes are uneven
Call transcripts are underused
Proposal knowledge lives in folders
Lost deals rarely become reusable learning
Forecasts depend on manual updates

Data · rebuilt

Account context continuously assembled
Objections, buying signals and next steps captured
Proposal patterns reused safely
Forecast risk updated from live activity
Customer handover becomes traceable

Conversion

Better context earlier in the deal

Cycle time

Research, prep and follow up run continuously

Coverage

More accounts without more admin headcount

People up

Sellers sell and decide; agents handle the grind

Marketing Demand on, without a bigger headcount. Demand on, without a bigger headcount.

People · same six, every title moves up

Head of marketing

Demand operating leadSets demand priorities and governs the marketing agents

Content marketer

Narrative and editorial leadOwns the story while the agent drafts and adapts to channel

Campaign manager

Campaign orchestratorSupervises setup, sequencing and channel agents

Performance marketer

Channel intelligence leadTurns spend and signal into where to lean in

Marketing analyst

Attribution and insight leadConnects activity to pipeline with traceable evidence

Brand manager

Brand and assurance ownerKeeps voice, claims and assets consistent and on brand

Technology · today

CMSMarketing automationAd platformsSocial toolsAnalyticsDesign toolsCRM

Manual handoffs, swivel chair work, and context assembled by hand.

Technology · rebuilt

Same stack, keptContent drafting agentCampaign setup agentChannel optimisation agentAttribution agentBrand check agentReporting agent

Your people lead and gate sensitive actions. Agents carry the repeatable work underneath.

Data · today

Content briefs rebuilt every time
Campaign learnings stay in people’s heads
Channel data sits in separate dashboards
Attribution stitched together by hand
Brand guidelines checked inconsistently

Data · rebuilt

Briefs and drafts assembled from proven patterns
Campaign learnings captured and reused safely
Channel signals monitored live in one place
Attribution maintained continuously with source links
Brand and claims checked before anything ships

Pipeline

More demand activity without more headcount

Speed

Briefs, drafts and setup run continuously

Quality

Brand and claims stay consistent everywhere

People up

Marketers own story and judgement

Customer Support Resolve faster. Keep the customer. Retain and expand, not just close tickets.

People · same six, every title moves up

Head of support

Support operating leadSets service priorities and governs the support agents

Support agent, tier 1

Resolution specialistHandles judgement cases while the agent drafts and resolves routine tickets

Support agent, tier 2

Escalation leadOwns the hard cases and supervises the triage agent

Knowledge manager

Knowledge orchestratorKeeps answers current as the agent learns from every resolution

Support analyst

Experience insight leadReads CSAT and volume signals to fix root causes

Team lead

Quality and assurance ownerReviews tone, accuracy and sensitive responses

Technology · today

HelpdeskKnowledge baseLive chatEmailCRMPhone systemSurvey tools

Manual handoffs, swivel chair work, and context assembled by hand.

Technology · rebuilt

Same stack, keptTriage agentDrafting agentKnowledge agentEscalation agentCSAT signal agentReporting agent

Your people lead and gate sensitive actions. Agents carry the repeatable work underneath.

Data · today

Tickets triaged by hand
Answers buried across articles and chats
Repeat issues solved again and again
Escalations tracked in spreadsheets
CSAT read after the fact

Data · rebuilt

Tickets triaged and routed in seconds
Best answers surfaced and kept current
Repeat issues captured as reusable resolutions
Escalations queued with full context for humans
CSAT and volume signals monitored live

Retention

Issues fixed before they become churn

Speed

Triage in seconds, drafts ready for review

Capacity

More resolved without more headcount

People up

Humans handle judgement cases, not repetition

Strategy Commercial decisions with current intel. Faster bets. Fresher evidence.

People · same six, every title moves up

Head of strategy

Strategy operating leadSets the strategic agenda and governs the strategy agents

Strategy manager

Insight and judgement leadOwns the thesis while the agent assembles the evidence

Market analyst

Market intelligence orchestratorSupervises scanning and synthesis agents

Research analyst

Research synthesis leadTurns scattered sources into decision ready briefs

Planning analyst

Planning and scenario leadReads signals into options and trade offs

Strategy associate

Narrative and assurance ownerReviews the board story and source quality

Technology · today

Research databasesMarket feedsSpreadsheetsPresentation toolsBI dashboardsEmailDocument store

Manual handoffs, swivel chair work, and context assembled by hand.

Technology · rebuilt

Same stack, keptMarket scanning agentResearch synthesis agentScenario agentBriefing agentBoard narrative agentReporting agent

Your people lead and gate sensitive actions. Agents carry the repeatable work underneath.

Data · today

Market scanning done in bursts
Research reassembled for every question
Competitor signals scattered across sources
Planning inputs gathered by hand
Board narrative rebuilt every cycle

Data · rebuilt

Market and competitor signals scanned continuously
Research synthesised with traceable sources
Scenarios modelled from live inputs
Planning evidence kept current
Board narrative maintained as the picture changes

Capacity

Broader scanning without a bigger team

Speed

Research and briefs assembled continuously

Quality

Decisions rest on current, sourced evidence

People up

Analysts move from gathering to thinking

02 · Capacity out

Teams that free judgement time.

Once revenue is moving, free the capacity that funds the next build. Less assembly. More decisions. Same people, agents underneath.

Finance Faster decisions. Cleaner numbers. Same team. Decision support that keeps pace with the business.

People · same six, every title moves up

CFO / finance lead

Finance operating leadSets the decision rhythm and governs the finance agents

FP&A analyst

Scenario and insight leadSupervises forecasting, variance and scenario agents

AP / AR officer

Cashflow orchestration ownerManages exceptions, approvals and working capital actions

Management accountant

Decision pack ownerTurns close and variance into executive narrative

Procurement analyst

Spend intelligence leadFinds leakage, supplier risk and savings opportunities

Compliance analyst

Assurance leadKeeps policy, controls and evidence current

Technology · today

ERPPayrollBank feedsInvoice OCRSpreadsheetsBISharePoint

Manual handoffs, swivel chair work, and context assembled by hand.

Technology · rebuilt

Same stack, keptClose agentVariance agentCash forecast agentScenario agentPolicy agentBoard pack agent

Your people lead and gate sensitive actions. Agents carry the repeatable work underneath.

Data · today

Close data spread across ERP and spreadsheets
Manual variance commentary
Supplier and contract data fragmented
Policy checks happen late
Board packs rebuilt every cycle

Data · rebuilt

Close evidence assembled continuously
Variance narrative drafted with source links
Cash and supplier signals monitored live
Policy exceptions queued for human approval
Board pack evidence maintained as work happens

Decision speed

Close, variance and cash context update live

Capacity

Less time assembling the same pack

Control

Sensitive approvals stay with humans

People up

Analysts move from collection to advice

Operations Operations team, rebuilt for self correcting flow. The same model works when the manual work is process execution, scheduling, exception handling, meeting SLAs and managing vendors.

People · same six, every title moves up

Head of operations

Operations operating leadSets flow priorities and governs the operations agents

Operations manager

Flow orchestratorOwns the process while the agent runs the routine path

Process analyst

Process intelligence leadTurns bottleneck signals into design improvements

Scheduler

Scheduling orchestratorSupervises planning and replanning agents

Operations analyst

Exception and SLA leadReads SLA risk and resolves exceptions before breach

Vendor coordinator

Vendor and assurance ownerReviews vendor performance and gates escalations

Technology · today

ERPWorkflow toolScheduling systemTicketingSpreadsheetsEmailBI dashboards

Manual handoffs, swivel chair work, and context assembled by hand.

Technology · rebuilt

Same stack, keptProcess agentScheduling agentException agentSLA monitor agentVendor agentReporting agent

Your people lead and gate sensitive actions. Agents carry the repeatable work underneath.

Data · today

Process steps tracked by hand
Exceptions noticed late
Schedules rebuilt when things change
SLA breaches found after the fact
Vendor performance reviewed occasionally

Data · rebuilt

Process flow tracked continuously
Exceptions surfaced and routed as they happen
Schedules replanned live when inputs change
SLA risk flagged before breach
Vendor performance monitored against terms

Capacity

More throughput without more coordinators

Speed

Exceptions caught and resolved continuously

Quality

SLAs held with fewer surprises

People up

Operators move from chasing to designing

HR People decisions without the admin drag. Hire, retain and develop without drowning in process.

People · same six, every title moves up

Head of HR

People operating leadSets people priorities and governs the HR agents

Recruiter

Talent strategistOwns hiring judgement while the agent screens and schedules

HR coordinator

Onboarding orchestratorSupervises the joining, equipment and access workflows

HR business partner

Performance and growth leadTurns continuous signals into coaching and development

HR analyst

People insight leadReads retention and engagement risk before it becomes attrition

Employee relations officer

Case and assurance ownerManages sensitive cases with full audit and human sign off

Technology · today

HRISATSPayrollLMSSurvey toolsEmailSpreadsheets

Manual handoffs, swivel chair work, and context assembled by hand.

Technology · rebuilt

Same stack, keptScreening agentOnboarding agentPerformance agentRetention signal agentCase intake agentReporting agent

Your people lead and gate sensitive actions. Agents carry the repeatable work underneath.

Data · today

Applications reviewed one by one
Onboarding checklists in spreadsheets
Performance notes scattered across managers
Engagement surveys read once a year
Case history lives in inboxes

Data · rebuilt

Candidate context assembled and ranked for human review
Onboarding tracked live across every team
Performance signals captured as work happens
Retention risk surfaced continuously, decisions stay human
Case records unified, sensitive actions gated and audited

Capacity

More roles and people covered without more admin

Speed

Screening, onboarding and follow up run continuously

People up

HR moves from processing to advising

Control

Sensitive people decisions stay with humans

Procurement Procurement team, rebuilt for intelligent sourcing. The same structure applies when the grind is sourcing, supplier risk checks, contract handling, spend analysis and approval routing.

People · same six, every title moves up

Head of procurement

Procurement operating leadSets sourcing priorities and governs the procurement agents

Category manager

Category strategistOwns commercial judgement while the agent runs market scans

Buyer

Sourcing orchestratorSupervises the request, quote and approval workflows

Contracts officer

Contract and obligation ownerReviews terms as the agent extracts and tracks obligations

Procurement analyst

Spend intelligence leadFinds leakage, savings and consolidation opportunities

Supplier risk officer

Supplier assurance ownerReviews and gates supplier onboarding and risk decisions

Technology · today

Procurement systemERPContract repositorySupplier portalSpreadsheetsEmailBI dashboards

Manual handoffs, swivel chair work, and context assembled by hand.

Technology · rebuilt

Same stack, keptSourcing agentSupplier risk agentContract agentSpend analysis agentApproval routing agentReporting agent

Your people lead and gate sensitive actions. Agents carry the repeatable work underneath.

Data · today

Supplier requests handled by email
Supplier risk checked once at onboarding
Contract terms buried in PDFs
Spend analysed in occasional reports
Approvals chased manually

Data · rebuilt

Requests captured and routed automatically
Supplier risk monitored continuously
Contract terms and obligations extracted and tracked
Spend and leakage surfaced live
Approvals queued for human sign off with full context

Capacity

More sourcing covered without more buyers

Speed

Requests, quotes and approvals move continuously

Risk

Supplier exposure watched all the time

Control

Spend and supplier decisions stay with humans

Legal Legal team, rebuilt for faster, safer counsel. The same structure applies when the repetitive load is contract review, tracking obligations, dispute handling, intake routing and matter management.

People · same six, every title moves up

General counsel

Legal operating leadSets legal priorities and governs the legal agents

Commercial lawyer

Counsel and judgement leadOwns advice while the agent drafts and redlines first passes

Contracts manager

Contract orchestratorSupervises review, extraction and renewal agents

Legal operations

Matter systems ownerKeeps intake, matters and workflow clean

Compliance counsel

Obligations and insight leadTurns contract and regulatory terms into tracked obligations

Paralegal

Intake and assurance ownerRoutes intake and gates sensitive matters for review

Technology · today

Contract repositoryMatter managementDigital signatureDocument storeEmailResearch toolsSpreadsheets

Manual handoffs, swivel chair work, and context assembled by hand.

Technology · rebuilt

Same stack, keptContract review agentClause extraction agentObligation tracking agentIntake routing agentMatter agentReporting agent

Your people lead and gate sensitive actions. Agents carry the repeatable work underneath.

Data · today

Contracts reviewed line by line
Obligations and renewals tracked manually
Precedent knowledge in folders and heads
Legal intake arrives by email
Matter status chased one by one

Data · rebuilt

First pass review and redlines drafted for counsel
Obligations and renewals tracked continuously
Precedent and clause patterns reused safely
Intake captured, triaged and routed automatically
Matter status maintained live, sensitive calls stay human

Capacity

More matters covered without more lawyers

Speed

First pass review and intake happen continuously

Control

Advice and sensitive matters stay with counsel

People up

Lawyers move from review to judgement

IT Service desk that clears the queue, not the calendar. Free IT from ticket grind so change work ships.

People · same six, every title moves up

Head of IT

IT operating leadSets service priorities and governs the IT agents

Service desk technician

Resolution specialistHandles judgement cases while the agent clears routine requests

Systems administrator

Reliability leadSupervises the incident and change agents

Asset manager

Asset and lifecycle ownerKeeps inventory accurate as the agent tracks every change

IT analyst

Service insight leadReads incident and demand signals to prevent repeat issues

Access administrator

Access and assurance ownerReviews and gates every access change, fully audited

Technology · today

ITSM ticketingAsset databaseMonitoringIdentity providerMDMEmailKnowledge base

Manual handoffs, swivel chair work, and context assembled by hand.

Technology · rebuilt

Same stack, keptService desk agentIncident agentChange agentAsset agentAccess request agentReporting agent

Your people lead and gate sensitive actions. Agents carry the repeatable work underneath.

Data · today

Tickets categorised by hand
Asset inventory drifts out of date
Incident history scattered across tools
Change records filled in after the fact
Access requests approved over email

Data · rebuilt

Tickets categorised and routed automatically
Asset inventory reconciled continuously
Incident context assembled in one place
Change records maintained as work happens
Access requests queued for human approval, fully audited

Capacity

More requests cleared without more technicians

Speed

Routine tickets resolved continuously

Control

Access and change stay with human approval

People up

IT moves from firefighting to engineering

Data & Analytics Data and analytics team, rebuilt for trustworthy AI readiness. The same structure applies when the grind is data quality, lineage tracking, governance, privacy controls and getting data ready for AI.

People · same six, every title moves up

Head of data

Data operating leadSets data priorities and governs the data agents

Data engineer

Pipeline reliability leadOwns design while the agent monitors and repairs pipelines

Data analyst

Insight and quality leadSupervises the quality and profiling agents

Data steward

Governance orchestratorKeeps definitions and ownership current as data changes

Privacy analyst

Privacy and assurance leadReads access and exposure signals against policy

Data governance lead

AI readiness ownerReviews and gates what data agents may see and use

Technology · today

Data warehouseETL toolsCatalogueBI platformQuality toolsAccess controlsSpreadsheets

Manual handoffs, swivel chair work, and context assembled by hand.

Technology · rebuilt

Same stack, keptQuality monitoring agentLineage agentGovernance agentPrivacy agentReadiness agentReporting agent

Your people lead and gate sensitive actions. Agents carry the repeatable work underneath.

Data · today

Quality issues found by downstream users
Lineage mapped occasionally by hand
Definitions drift across teams
Privacy classification done in spreadsheets
AI readiness assessed project by project

Data · rebuilt

Quality monitored continuously, issues caught early
Lineage tracked live across every pipeline
Definitions and ownership kept current
Privacy and access classified and enforced, fully audited
Data readiness for AI maintained as a living view

Capacity

More sources governed without more stewards

Speed

Quality and lineage stay current, not catch up work

Control

What agents may see stays governed and audited

Ownership

The team owns a trustworthy, AI ready foundation

03 · Control that holds

Growth only sticks if evidence and gates hold.

Risk, compliance and cyber use the same rebuild pattern, with named human gates. Below: cybersecurity as the depth case already running at scale.

Risk and Compliance Assurance that keeps pace with the business. Evidence live, not rebuilt for each audit.

People · same six, every title moves up

Head of risk

Risk operating leadSets the assurance rhythm and governs the risk agents

Compliance analyst

Obligations leadOwns interpretation while the agent maps and tracks obligations

Controls tester

Control assurance specialistSupervises continuous testing and reviews exceptions

Audit coordinator

Evidence orchestratorKeeps audit evidence current as work happens

Risk analyst

Risk insight leadReads control and incident signals to flag emerging risk

Reporting officer

Regulatory reporting ownerReviews and signs off reporting to the board and regulators

Technology · today

GRC platformControl spreadsheetsPolicy repositoryTicketingEmailEvidence foldersBI dashboards

Manual handoffs, swivel chair work, and context assembled by hand.

Technology · rebuilt

Same stack, keptObligations agentControl testing agentEvidence agentRisk signal agentReporting agentAudit prep agent

Your people lead and gate sensitive actions. Agents carry the repeatable work underneath.

Data · today

Obligations tracked in spreadsheets
Controls tested periodically by hand
Evidence gathered in a rush before audits
Sector and privacy obligations mapped by hand
Board and regulator reports rebuilt each cycle

Data · rebuilt

Obligations mapped and monitored continuously
Controls tested live, exceptions queued for review
Evidence assembled and current at all times
Sector and privacy obligations tracked against live controls
Reporting drafted with source links, humans sign off

Capacity

Continuous assurance without a bigger team

Speed

Control evidence stays audit ready, always

Risk

Emerging exposure surfaced before it bites

Control

Reporting and sign off stay with humans

Depth proof · already running

Cybersecurity depth case.

Not the commercial front door. The proof that the pattern holds under real governance. Agents take the grind. The team moves up to judgement, strategy and the boardroom. Same model as revenue and operations.

The team today

Security work is split across tools, tickets, dashboards, controls and board questions, with people stitching the picture together by hand.

The team rebuilt

The team runs through a governed security evidence lane: approved inputs, a security lead review, an evidence map, a control and action register, an approval gate and board ready output.

Inputs: Approved exports, policies, public sources, metrics, control evidence
Work: Classify, map, check, explain, escalate
Output: A board ready evidence pack
Gate: CISO signs off scope, evidence and claims before board release

People · same six, every title moves up

Jack Turner CISO Sets security strategy, governs the agents, owns the board narrative was Head of security

Priya Nair Detection engineer Builds detections, supervises the triage agent was SOC analyst, tier 1/2

Daniel Okafor Threat hunter Runs proactive hunting and deeper investigations was SOC analyst, tier 1/2

Sarah Mitchell Risk and assurance lead Reviews and signs off evidence was GRC analyst

Lachie Reid Orchestration architect Builds and runs the AI layer was Security engineer

Ben Wallace Exposure manager Owns outcomes and drives remediation was Vulnerability / IAM analyst

The full rebuild detail · tools and data, today and rebuilt

Technology · today

SIEM / log platformEDR / XDRSOARVuln scannerASM / EASMCSPM / CNAPPCloud consolesIAM / PAMMDMEmail securityDLP / CASBFirewall / WAFTicketingGRC / risk registerCMDB / asset inventoryThreat intel

Manual handoffs, swivel chair work, and too much time spent assembling context.

Technology · rebuilt

Same stack, connectedRead only connectorsSecurity evidence fabricPolicy gate engineAlert triage agentExposure correlationIdentity risk viewControl evidence agentRemediation trackerBoard pack generatorAudit trail

The control plane connects the stack, ranks the work, records the evidence and gates anything sensitive.

Data · today

Alerts, logs and detections across separate timelines
Vulnerability and exposure findings with disputed owners
Identity, device and cloud signals that rarely line up
Asset inventory, CMDB and crown jewel lists out of sync
Control evidence, exceptions and audit artefacts collected by hand
Incident notes, runbooks and decisions spread across tickets and docs
Remediation status buried in Jira, ServiceNow, email and spreadsheets
Board metrics rebuilt manually from whatever source is trusted that week

Data · rebuilt

Alerts, assets, identities, vulnerabilities and controls reconciled into one picture
Each finding tied to owner, business system, evidence source and current status
Agent work stays read only until a named human approves sensitive action
Control evidence and exceptions kept live instead of rebuilt for each audit
Remediation tracked from signal to ticket to closure to board metric
Every board claim carries source data, assumptions, reviewer and approval

Board speed

Evidence packs ready when the question lands

Coverage

Same team covers more ground without more grind

Ownership

The system and the judgement are theirs

People up

Every role moves from grind to judgement

Where depth is already live

Sixty nine builds running.

Same rebuild pattern as sales and finance, proven in the hardest governed environment. Live in the MosaicalAI showcase. We walk you through any of them.

builds running today in the cybersecurity rebuild

security functions, plus the CISO office above them

more teams designed across revenue and operations

Running today in cybersecurity · depth proof for the whole model

CISO Office9 running Board clarity in minutes. board reporting agents

IAM & Access5 running AI assisted identity review.

GRC, Risk & Compliance8 running From static compliance to live evidence.

SOC & Incident Response10 running Triage faster, escalate smarter.

Vulnerability & Exposure7 running From 13,000 findings to 5 decisions.

Offensive Security6 running Turn findings into business action.

Security Architecture7 running Secure by design acceleration.

Security Awareness & People5 running Personalised awareness, not checkbox training.

Third Party & Vendor Risk4 running Vendor risk without spreadsheet hell.

OT, CI & Critical Infrastructure4 running OT and IT, one converged picture.

The bigger picture4 running Cybersecurity, reimagined.

Start with one team

Start with the team closest to revenue. Foundation first. Then expand.

We define how the work runs, judge where AI belongs, and deploy what holds. Deployed engineers. Not a junior bench.

Get Started See how we work