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How Talastron Kinetic AI works

One requirement in.
A deployed application out, through five human gates.

Spec-driven, not vibe-coded. Every stage is adversarially reviewed; nothing progresses without explicit human approval.

Book the live demonstration See the pipeline
On the factory floor

Now follow one requirement down the line.

AI agents prepare. Humans decide. Azure delivers. What follows is every stage on that line, with the human gate that stands between them.

Stage 1: ListenNatural Language Ingestion

Minerva · Requirements & discovery

We meet your business users where they already work, inside Microsoft Teams.

Stakeholders describe their application requirements, data models, or workflow intents to the chat interface. No lengthy, multi-week requirements workshops.

Microsoft Teams · #new-app

We need an approvals tracker for purchase orders over £5k, with an audit trail.

Got it. Entities: PurchaseOrder, Approver, AuditEvent. Confirm a PO can need multiple approvers?

Yes, finance then director above £25k.

Human Gate 1: Specification Sign-Off

Your product owner reviews and approves the generated markdown schema in Teams before a single line of infrastructure logic is mapped.

Stage 2: SpecifyBlueprint Generation

Minerva · Requirements & discovery

Minerva ingests the natural language stream and translates it into strict, unambiguous markdown specification schemas.

Minerva maps out data entities, workflow logic, and integration targets.

spec / purchase-orders.md 
# Entity: PurchaseOrder
fields:
  id: uuid
  amount: decimal
  status: enum[draft,pending,approved]
rules:
  - amount > 25000 # director approval
  - immutable audit_event[]
Human Gate 2: Well-Architected (WAF) Sign-Off

Your security or enterprise architect inspects the automated posture check, verifying that network isolation, encryption, and performance metrics meet target thresholds.

Stage 3: AuditPre-Flight Compliance

Vitruvius · Architecture & blueprint, Themis · Compliance review

Vitruvius reads the approved schema, couples it with advanced high-reasoning models, and designs the required cloud topology.

Simultaneously, Themis and the Kinetic AI Shield cross-reference the design against your organisational boundaries, including ISO 27001 and ISO 42001 controls. For sovereign and defence sector deployments, additional posture models apply.

Defence deployments
Kinetic AI Shield · pre-flight
  • ISO 27001 controls mapped
  • ISO 42001 AI governance verified
  • Network isolation & encryption enforced
  • RBAC & policy within tenant boundaries
Human Gate 3: Artifact and Code Sign-Off

Your lead developer or security architect reviews the static source files. They see the exact code blueprint before it ever touches a compiler.

Stage 4: BuildThe Coding Floor

Vulcan · Build & manufacturing

Vulcan's control plane orchestrates specialised Compiler and Logic Agents to translate the audited blueprints into production-ready deployment templates.

The system generates clean, auditable Bicep or JSON configurations and application components, entirely free of hardcoded secrets or arbitrary code variations.

infra / main.bicep 
// Azure Verified Module · Microsoft-hardened
module app 'br/public:avm/res/web/site:0.3' = {
  name: 'po-approvals'
  params: {
    kind: 'app'
    httpsOnly: true
  }
}
Human Gate 4: Deployment Authorisation

Your IT operations lead releases the gate, allowing the secure pipeline to provision the application infrastructure into your live environment.

Stage 5: DeploySovereign Provisioning

Vulcan · Build & manufacturing

The factory triggers your native Azure DevOps CI/CD pipelines to execute the deployment.

Resources are physically stamped out directly within your corporate Azure Sovereign Cloud perimeter (UK South Geo) using customer-controlled cryptographic keys.

Azure DevOps · deploy · UK South
  • resourceGroup · rg-po-approvals created
  • keyVault · customer-managed keys bound
  • appService · httpsOnly provisioned
  • deployment succeeded · your tenant

Stage 6: HandoverIntellectual Property Capture

Themis · Quality assurance & governance

The application is brought live and Themis executes final adversarial checks to catch runtime misconfigurations.

Full source control, deployment lineages, and compliance logs are transferred directly to you. The deployment history is indexed back into your secure Corporate Knowledge Base inside Microsoft Fabric OneLake, ensuring the system retains its design intelligence for future iterations.

TAL-X AI · Microsoft TeamsGate 5 · As-built

Your requirement is manufactured and deployed to your Azure tenant. WAF readiness 76%, with Performance and Security at target. 0 critical gaps; 1 high and 2 medium flagged for sign-off. Projected run cost £431/mo, under your £500 cap.

Suggested next steps
Review the 1 high-severity finding
Approve Gate 5: release to production
Open the as-built reportSee the WAF breakdown
Human Gate 5: Final Acceptance

Your team signs off on the running, verified system. You retain 100% ownership of the generated code and intellectual property. The factory disconnects.

Human Gate 2 · Well-Architected sign-off

Every build is scored before it ships.

At Gate 2, the design is scored against the five Azure Well-Architected pillars. Your security or enterprise architect reviews the posture check, and nothing deploys until the targets are met.

Azure Well-Architected pillar scores. Bars show each pillar's score from 0 to 10; minimum is 6, target is 8.
PillarScore
Operational Excellence7.0
Cost Optimization7.0
Performance Efficiency9.0
Reliability7.0
Security8.0
Scale · 0 to 10 · higher is better Illustrative · WAF assessment pattern
What you get

Yours to keep, the moment the factory disconnects.

Infrastructure as code

Production-ready Bicep or Terraform templates using Azure Verified Modules.

Well-Architected design

WAF-aligned architecture with cost estimates and governance compliance.

Reviewed at every step

Automated validation, linting, and adversarial reviews at every step.

Full as-built handover

Complete as-built documentation, runbooks, and deployment summaries.

How we work with you

Three ways to run the factory.

The same four specialist agents and five human gates power every engagement. What changes is who sits at the gates.

Meet the four specialist agents
Mode 01

Managed delivery

A Talastron consultant owns every gate. No AI output reaches you unreviewed.

Full accountabilityTalastron approves
Mode 02

Self-service

Your team holds the gates, notified in Microsoft Teams. Talastron supports the platform.

You approveTalastron supports
Mode 03

Automated factory

No human gates. Inputs enter, deliverables exit, on AI-only quality scoring.

Fully autonomousPlatform licence
Compare the three delivery modes
Ready to see it?

Book the 1-hour Executive
live demonstration.

Bring a real requirement. We build a working architecture together and you walk out with a spec and a fixed-price commitment.

Book the live demonstration

Or email us directly at [email protected]