Delivery models · Dedicated AI Team

A dedicated AI product team, composed to your build.

Not a single generalist — a full pod of specialist role-agents (analyst, architect, designer, developers, data, QA) led by a project manager, delivering on a steady sprint cadence. The same composed team we run our own company on.

Composed delivery podteam board
PM
Project Managerowns cadence, scope & delivery
pod lead
BABusiness Analystrequirements & RTM
SASoftware Architectstack & ADRs
UXUI/UX Designertoken-driven UI
DEVSoftware Devproduction code
DEData Engineerpipelines & ETL
QAQA Engineership / no-ship gate
Composed on demand from 135+ agents & workers
Why it matters

Real products need a team, not a prompt.

Shipping software takes requirements, architecture, design, engineering, data, and QA working in concert. We compose that whole team from our fleet and point it at your build.

One clever generalist can prototype; a composed team ships production software. For each engagement we assemble a pod from our role-agent fleet — a business analyst to turn intent into verifiable requirements, a software architect to decide the stack and record the trade-offs, a UI/UX designer working from design tokens, software and data engineers to build it, and a QA engineer who owns the ship / no-ship gate — all coordinated by a project manager. Every role composes on the ones around it rather than working in isolation, which is exactly how we build and run our own fleet of 46 products, 19 of them live. You get the throughput of a team without standing one up yourself.

46
products built by composed pods
19
live in production
135+
role-agents to compose from
0
core roles per pod
What we deliver

The whole delivery team, assembled for you.

Every role a product build needs — composed from real role-agents, coordinated as one pod, and pointed at your outcome.

Project management
one owner of delivery
Sprint cadenceScope & backlogStandups & demosWritten status reports
Requirements
business analyst
BRD & user storiesAcceptance criteriaTraceability matrixGap analysis
Architecture
software architect
Stack selectionDecompositionADR decision recordsNFR envelope
Design
UI/UX designer
Token-driven UIWireframes & flowsWCAG 2.2 AADev handoff
Engineering
software & data developers
Frontend & backendAPIs & data accessPipelines & ETLProduction-complete code
Quality
QA engineer
Ship / no-ship gateSecurity & onboarding checksRegression setsCircuit breaker
The team, in full

Meet the AI product team — a complete org, composed on demand.

Two autonomous leaders and every delivery role a real product build needs. This is the same fleet we run our own company on — pointed at your project.

Autonomous leadership
Autonomous CEO

Autonomous CEO

Sets direction and gates every build — strategy, prioritisation and budget.

Strategy & directionBuild gatesPrioritisationBudget approvalIncident command
Works with
CEO governanceCloviScoutbuilder-ragCloviTrack
Autonomous COO

Autonomous COO

Runs day-to-day operations and fleet health — keeps delivery moving.

OperationsFleet healthEscalationTicketingSLA tracking
Works with
CloviCOOCloviTrackFleet Health MonitorCEO signal
Leadership & deliveryWho owns your outcome
Virtual CTO

Virtual CTO

Technical leadership on demand — owns roadmap, architecture direction and build risk.

Tech strategyRoadmapArchitecture directionRisk & trade-offsStack decisions
Works with
software-architectbusiness-analystbuilder-ragCEO pipeline
Staff-Aug Lead

Staff-Aug Lead

Matches the right roles to your engagement and runs the delivery cadence.

Role-fit matchingEngagement proposalDelivery cadenceRisk registerBench & continuity
Works with
CloviScoutbuilder-ragCloviTrackCEO signal
Project Manager

Project Manager

One owner of delivery — decompose, sequence, dispatch, gate and track.

Sprint cadenceDecompositionDispatch & gatingStatus reportsUnblocking
Works with
CloviTrackCloviScoutbuilder-ragCEO signal
Business Analyst

Business Analyst

Turns founder intent into verified, traceable requirements.

RequirementsBRDINVEST storiesGherkin criteriaTraceability (RTM)Gap analysis
Works with
prompt-engineersrs-document-writerCloviScoutbuilder-rag
BuildWho ships the product
Software Architect

Software Architect

Decides the WHICH — stack, decomposition and decision records.

Stack selectionSystem decompositionADR recordsNFR envelopeInterface contracts
Works with
builder-ragsrs-document-writersrs-verifierCloviCode
Software Developer

Software Developer

Production-complete code — no stubs, guard-enforced before delivery.

Frontend & backendREST / RPC APIsData-access layersUnit & integration testsRefactors & bug-fixes
Works with
CloviCodeCloviDOScode_ragclovicode-debug-agent
Mobile Developer

Mobile Developer

Native & cross-platform apps — store pipeline, offline-first, OTA.

iOS / AndroidOffline-firstPush & device APIsApp-store pipelineOTA updates
Works with
CloviCodecode_ragDevice test cloudsclovicode-debug-agent
UI / UX Designer

UI / UX Designer

Token-driven interfaces that meet accessibility standards.

Token-driven UIWireframes & flowsDesign systemWCAG 2.2 AADev handoff
Works with
CloviDOSclovimenu-agentbrand-agentbuilder-rag
Data & AIWho builds the intelligence
Data Engineer

Data Engineer

Pipelines, warehouses and data-quality contracts.

ETL / ELT pipelinesWarehouse modelingData qualityOrchestrationLineage
Works with
software-architectqa-engineerbuilder-ragCloviCode
AI / ML Engineer

AI / ML Engineer

Model evaluation, serving architecture and MLOps.

Model evaluationServing architectureMLOps pipelinesRAG optimisationBenchmark harness
Works with
CloviModelWatchbuilder-ragCloviCodeGPU on-demand
NLP Engineer

NLP Engineer

Language understanding — entity extraction, PII and sentiment.

NER & extractionPII detectionSentimentText classificationspaCy / Presidio
Works with
builder-ragCloviScoutDHS-Sentinelsecurity-agent
Computer-Vision Engineer

Computer-Vision Engineer

Vision — OCR, image classification and visual QC.

OCRImage classificationVisual QCObject detectionGPU serving
Works with
builder-ragCloviScoutCloviCodeGPU on-demand
RL / Fine-Tuning Engineer

RL / Fine-Tuning Engineer

Adapter training — LoRA / QLoRA, SFT and DPO / RLHF.

LoRA / QLoRASFT datasetsDPO / RLHFReward modelsTuned-model eval
Works with
ai-ml-engineerTRL / PEFT / axolotlbuilder-ragGPU on-demand
Quality, security & reliabilityWho guards the release
QA Engineer

QA Engineer

The ship / no-ship gate — orchestrates every pre-release check.

Spec conformanceSecurity gateOnboarding gateRoot-cause debugCircuit breaker
Works with
srs-verifiersecurity-agentonboarding-agentbuilder-rag
Security Agent

Security Agent

Pre-deploy audit — auth, secrets, injection and CORS.

Auth reviewSecrets scanningInjection checksCORS & policyPre-deploy audit
Works with
platform_preflightcredential-vaultDHS-SentinelCEO signal
SRE Engineer

SRE Engineer

Reliability — self-healing, monitoring and incident response.

MonitoringSelf-healingIncident responseRunbooksSLOs
Works with
Fleet Health MonitorDHS-SentinelCloviCOOpm2 / systemd
Rules Engineer

Rules Engineer

Deterministic business logic — policy rules and decision tables.

Rule authoringPolicy enginesDecision tablesValidation logicGuardrails
Works with
CloviCodebuilder-ragqa-engineerCEO signal

19 real role-agents — every one already running in the CloviTek fleet, each retrieval-grounded, quality-gated and composed on demand. No humans to recruit, onboard or wait on.

See the full company org →

A steady cadence, not a black box.

The pod delivers in short sprints with visible checkpoints — so you always know what shipped, what’s next, and where the risks are.

  • Two-week sprints from discovery to demo
  • Standups and a working demo every cycle
  • A written status report you can forward to a board
  • The QA gate every increment must clear before it ships
Two-week delivery cadencesprint rhythm
Discover
BA · requirements
Design
Architect · UX
Build
Dev · Data
QA gate
gate
Ship
demo
Standups, sprint demo & a written status report every cycle
How it works

From brief to a shipped increment.

The pod composes each role in sequence, with QA as the gate no work skips.

step
Brief
your outcome
step
Requirements
BA · RTM
step
Architect & design
stack · UI
step
Build
dev · data
gate
QA gate
ship / no-ship
One pod · every buildBuilt & run on our own fleet
Project ManagerBusiness AnalystSoftware ArchitectUI/UX DesignerSoftware DeveloperData EngineerQA EngineerFoodAgri AI
46 built · 19 live · 135+ agents
Proof we can deliver

We run our own company on this.

This is a composed team of autonomous role-agents, coordinated by a project manager with a founder approving direction — not a staffing agency. The proof is our own company: every one of our 19 live platforms was built by a pod assembled exactly this way from our 135+ agents.

  • business-analyst → architect → developer → qa-engineer, coordinated by project-manager
  • Every role composes on the next — requirements trace to code to tests
  • Real platforms — FoodAgri AI, AudiobookSmith, SpectroScience — built by these pods
  • Proof is dogfood — no borrowed logos or invented client rosters
Powered by our fleet

The real platforms behind this service.

This service is delivered by real role-agents in our fleet — the same ones that build our own products.

Delivery lead
project-manager
Cadence & backlogStatus reportingRisk & escalation
Analysis & architecture
business-analyst + software-architect
Requirements & RTMStack & ADRsDecomposition
Build
software-developer + data-engineer + ui-ux-designer
Production codePipelinesToken-driven UI
Quality gate
qa-engineer
Ship / no-shipSequenced checksCircuit breaker
FAQ

Questions we get asked

An assistant answers prompts; a dedicated team ships products. We compose a full pod — analyst, architect, designer, developers, data, and QA — coordinated by a project manager, so requirements trace all the way through to tested, shipped code.
A project-manager role-agent owns the cadence, backlog, and reporting. You get standups, a sprint demo, and a written status report each cycle — the same rhythm we run internally.
Yes. You own the code, the architecture decisions, and the IP outright. Everything is built production-complete — no stubs, no throwaway scaffolding.
Dogfood proof: our own fleet of 46 products, 19 live, was built by pods composed exactly this way. We don’t show client logos or testimonials we don’t have.
Our stack

The technology behind this.

The real, relevant stack we build this with — model-agnostic, open-source-first, production-grade.

Keep exploring

Related capabilities

Every technology below is delivered by the same composed engineering team.

Ready when you are

Need a whole product team, without hiring one?

Tell us what you’re building. We’ll compose the pod, run the cadence, and ship it end to end — gated the same way we build our own platforms.

Start a project →