88%
of enterprise AI pilots never reach production
Source · Gartner, AI Adoption Benchmark Survey, 2024 Agentic Engineering Intelligence · The Sovereign Software Factory
Enterprise software delivery fails 88% of the time. Not because of the idea — because of what happens between the requirement and production.
From requirement to
a deployed application a working architecture a Fabric lakehouse a compliance pack a deployed application
in days.
Not a developer tool, but a sovereign software manufacturing line. Speak your requirements into Microsoft Teams, and a governed multi-agent factory builds it inside your own Azure tenant, with every step visible to you and approved at five human gates. You keep the source code, data and IP.
Microsoft Partner ISV Success Program 100% UK sovereign
Talastron 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 £2,100/mo, under your £2,500 cap.
Suggested next steps
Review the 1 high-severity finding
Approve Gate 5: release to production
Open the as-built reportSee the WAF breakdown
ISO 27001JOSCAR-registeredMicrosoft FabricAzure Verified ModulesUK SovereignMACC-eligibleEntra ID governedWAF-assessedCAF 2026Five human gates ISO 27001JOSCAR-registeredMicrosoft FabricAzure Verified ModulesUK SovereignMACC-eligibleEntra ID governedWAF-assessedCAF 2026Five human gates
The failure tax
The market the enterprise buyer actually lives in.
Loss-averse, board-scrutinised, and burned before. The numbers explain why.
~80%
of enterprise AI projects fail to deliver measurable value
Source · McKinsey Global Survey on AI, 2024 40%+
of agentic AI projects are forecast to be cancelled by 2027 on cost, unclear value or governance gaps
Source · Gartner, Hype Cycle for Artificial Intelligence, 2025 Agentic Platform Engineering for Azure
Not consulting. Not a coding tool.
Manufactured output.
Buyers have two boxes today. Neither delivers a finished, accountable result. Kinetic AI is the third.
| The two boxes you have today | |||
|---|---|---|---|
| Criterion | AI consulting Option one | AI coding tools Option two | Recommended Talastron Kinetic AI Manufactured, governed output |
| Cost shape | No: Human-hours economics | No: Fast, but unverified output | Yes: Fixed-price, gated delivery — no hourly billing, no scope creep |
| Time to value | No: 3–6 month timelines | No: Needs your own engineering team | Yes: Governance scan in hours · landing zone in days · agent in weeks |
| Architecture decisions | No: Roadmaps over production | No: 1.7× the defects; technical debt | Yes: Five human gates; adversarial review |
| Compliance | No: Accountability ends at the deck | No: Verification left to you | Yes: ISO 27001 · ISO 42001 · AI TRiSM at every gate |
| Entry point | No: Multi-month procurement cycle | No: Needs your engineering team | Yes: A governance scan or a fixed-price diagnostic — start today |
Why Talastron Kinetic AI wins
Three structural advantages.
01
Platform Rent + Reuse
A standing platform rent that compounds with every agent build. Build #1 establishes the middle trust layer. Builds #2–5 reuse it, at a fraction of the effort.
02Evergreen Managed Operations
The platform stays current without your team maintaining it. Azure API deprecations handled seamlessly. Deterministic guardrails updated as regulations shift. CAF/WAF drift remediated quarterly. A standing managed service, not a one-time delivery.
03The Sovereign Moat
100% UK sovereign, fully cleared, embedded on defence frameworks. Once an enterprise connects Teams, Copilot, and M365 to a middle trust layer governing all deterministic business rules and audit trails, replacing the platform becomes a major operational risk. Deep switching costs. High defensibility.
The factory
Eight specialist agents.
Five human gates.
In brief
Minerva captures the requirement and refuses to proceed until every ambiguity is resolved. Vitruvius designs the architecture against the Well-Architected Framework. Nemesis queries your live Azure Policy estate and makes every governance constraint binding. Fabricius converts the approved design into a build contract Vulcan cannot misinterpret. Vulcan generates production-ready infrastructure code. Themis challenges every output adversarially before it reaches a human gate — and executes the final handover.
In detail
Stage 01 · The specialist
Minerva
Requirements and discovery
⚔ Themis Dual-Judge challenge · 1c
Captures natural-language intent inside Microsoft Teams and locks it into a strict specification schema. She carries the weight of requirements and maps the landscape before a single line of architecture is drawn.
Emits a locked specification schema. Then Gate 1: a human approves the specification before any architecture is drawn.
specification.lock
REQ-001Ingest M365 estate → OneLake
SCOPEUK South only · zero egress
ACCEPTWAF ≥ 8 · 0 critical gaps
OWNERCustomer-controlled keys
Adversarially reviewed · Themis Dual-Judge + external auditor
GATE 1
Human sign-off
Stage 02 · The specialist
Vitruvius
Architecture and blueprint
⚔ Themis Dual-Judge challenge · 2c
Reads the approved schema, models the data topology, and designs the cloud architecture against the Well-Architected and Cloud Adoption Frameworks 2026. The master architect, instantly understood.
Emits a cloud architecture blueprint. Then Gate 2: a human approves the design against WAF before the build begins.
architecture.blueprint
Entra ID RBACKey Vault (CMK)AI SearchOneLakePrivate EndpointsAVM modulesLogic AppsLog Analytics
Topology · AVM-first · UK South perimeter
Adversarially reviewed · Themis Dual-Judge + WAF / CAF audit
GATE 2
Human sign-off
Stage 03 · Auto-called sub-agent
Plutus
Cost estimation and SKU manifest
Called by Vitruvius mid-design, Plutus prices the architecture against live Azure retail rates and returns a SKU-by-SKU cost manifest, so the budget conversation happens before the build, not after the invoice. Named for the god of wealth: nothing ships without a number attached.
Emits a live-priced SKU manifest and cost estimate. No separate gate — its manifest is folded into the Gate 2 review Vitruvius submits.
cost-estimate.manifest
SKU-014Azure AI Search · Standard S1
SKU-022OneLake capacity · F64
SKU-031Private Endpoints × 6
EST/MOWithin approved envelope
Adversarially reviewed · Cross-checked against the Azure Retail Prices API
SUB-AGENT
Auto-called by Vitruvius
Stage 04 · The specialist
Nemesis
Governance discovery and policy enforcement
Queries your live Azure Policy and Blueprints estate and folds every Deny and Modify effect into the architecture as a hard constraint, not a recommendation. Named for the goddess who ensures nothing escapes what it's due: non-compliant designs don't reach the build floor.
Emits a governance-constrained design, policy-verified. Feeds Gate 3: its constraint set is what Fabricius's build contract is checked against.
governance.constraints
Deny · Public IPDeny · Unencrypted storageModify · Tag enforcementDeny · Non-UK region
Pulled live from your Azure Policy assignments
Adversarially reviewed · Live Azure Policy · tenant-scoped
→ GATE 3
Human sign-off
Stage 05 · The specialist
Fabricius
IaC planning and build contract
Turns the governance-constrained design into a pinned, AVM-first build contract: exact module versions, parameters, and dependencies locked before Vulcan writes a line of Bicep. Named for the Roman statesman known for incorruptibility: the contract Fabricius signs off doesn't drift.
Emits an AVM-pinned infrastructure build contract. Then Gate 3: a human approves the build contract and its governance cross-reference.
build-contract.lock
MODULEbr/public:avm/res/search · pinned
MODULEbr/public:avm/res/key-vault · pinned
SECRETS0 hardcoded · Key Vault refs only
GATEReady for Fabricius sign-off
Adversarially reviewed · Themis Dual-Judge + compliance scan
GATE 3
Human sign-off
Stage 06 · The specialist
Vulcan
Build and manufacturing
Stamps out production-ready Bicep or Terraform using Azure Verified Modules. No hardcoded secrets. No loose access controls. The forge that manufactures and builds, never prototypes.
Emits production infrastructure as code. Then Gate 4: a human approves the manufactured artifacts before they touch your tenant.
main.bicep
// AVM-first · private by default
module search 'br/public:avm/res/search' = {
params: {
publicNetworkAccess: 'Disabled'
privateEndpoints: [ vnetSubnetId ]
cmkEnforcement: true
}
}
Adversarially reviewed · Cassandra what-if preview + compliance scan
GATE 4
Human sign-off
Stage 07 · Auto-called sub-agent
Cassandra
Deployment preview
Called by Vulcan before anything touches your tenant, Cassandra runs an az deployment what-if against the built templates and surfaces every resource that would change, delete, or fail: a true warning, this time acted on. Deployment is blocked until the preview is clean.
Emits a deployment what-if preview, pass or fail. No separate gate — a Gate 4 blocker. Vulcan cannot request sign-off until this preview is clean.
deployment.preview
// az deployment what-if
+ Microsoft.Search/searchServices
+ Microsoft.KeyVault/vaults/keys
~ Microsoft.Network/privateEndpoints (2)
// 0 deletes · 0 out-of-scope changes
Adversarially reviewed · az deployment what-if · dry-run only
SUB-AGENT
Auto-called by Vulcan
Stage 08 · The specialist
Themis
Quality assurance and governance
The adversarial Challenger Agent reviews every output before it can advance, while Kinetic AI Shield runs compliance cross-referencing in parallel. Justice and order. Nothing ships unreviewed.
Emits an audited, gate-ready release. Then Gate 5: a human signs the final handover, and the factory disconnects.
as-built-audit.report
✓ AVM modules verified
✓ 0 hardcoded secrets · private endpoints enforced
✓ As-built runbook + compliance report
WAF score 8 / 10 · 0 critical · 1 high
Adversarially reviewed · Kinetic AI Shield
GATE 5
Human sign-off
Nothing advances unreviewed. Every gate requires a human to sign off before the next stage begins.
How we work with you
Three ways to run the factory.
What changes is who sits at the approval gates, and how much runs autonomously. The eight specialist agents, five human gates and governed output stay constant across all three.
Proof of output
As delivered.
Measured, not projected.
The as-built report the factory writes on every engagement: speed, governance, posture and cost, from one real delivery.
- Factory delivery time
- 96
- To production ready
- 4
- Human gates exercised
- 5
- Critical compliance gaps
- 0
WAF pillar scores · target 8
- Operational Excellence 7
- Cost Optimization 7
- Performance Efficiency 9
- Reliability 7
- Security 8
As-built posture & cost
- 0 Critical
- 1 High
- 2 Medium
- 2 Low
Monthly run cost · under cap
£2100 / mo £2500 cap
From a real engagement
A sovereign defence client needed a classified Microsoft Fabric lakehouse, ISO 27001-aligned and validated to JSP 440. The factory delivered it through five human gates in 96 hours, where a legacy SI had quoted four months.
Illustrative figures from a representative engagement, not customer data.
Read the full NorthBridge Bank engagement →Natively integrated with Microsoft Fabric — lakehouses, OneLake, and real-time intelligence, provisioned and governed from day one inside your own tenant.
See the Fabric platform →Platform Alignment · 2026 Microsoft AI Standards
Built to the frameworks Microsoft examiners validate.
The Talastron agentic platform is designed and operated against the same technical standards that underpin Microsoft's 2026 AI certification programme. Not aligned in name — aligned in architecture.
AB-731
AI Transformation Leader
Strategic AI adoption, governance frameworks,
and organisational change — the blueprint for
how Talastron structures every engagement.
AB-100
Agentic AI Business Solutions
End-to-end agentic AI solution design —
multi-agent orchestration, human-in-the-loop
governance, and business outcome framing.
AB-620
Integrated AI Agent Solutions in Copilot Studio
Copilot Studio orchestration, agent routing,
and Microsoft Teams integration — the surface
layer through which requirements enter the factory.
AI-102
Azure AI Engineer Associate
Azure OpenAI, Azure AI Search, Azure ML —
the AI services the factory calls at every
step of the pipeline.
DP-700
Fabric Data Engineer
Microsoft Fabric, OneLake, and real-time
intelligence pipelines — provisioned and
governed from day one inside your tenant.
AZ-104
Azure Administrator
Identity, governance, networking, and storage —
the operational foundation every Talastron
deployment runs on.
AZ-305
Azure Solutions Expert
Enterprise-scale cloud architecture —
the design layer Vitruvius operates against
on every engagement.
AB-410
Intelligent Applications Builder Associate
Building AI-infused apps on Power Platform —
the surface layer behind Certaria and the
other IP Licensing tools.
AI-103
Azure AI App & Agent Developer Associate
Building and deploying AI apps and agents on
Azure AI Foundry — the pro-code path the
factory falls back to for complex builds.
GH-300
GitHub Copilot
AI-assisted software engineering practice —
part of how the factory's own tooling is
built and maintained.
DP-600
Fabric Analytics Engineer Associate
Semantic models and analytics engineering in
Microsoft Fabric — pairs with DP-700 across
the data plane.
PL-300
Power BI Data Analyst Associate
Reporting and dashboarding — the layer that
turns as-built scorecards and audit evidence
into something a board can read.
PL-200
Power Platform Functional Consultant Associate
Power Platform solution configuration — the
foundation Certaria and the IP Licensing
packs are built on.
Applied Skills
Power Platform, three credentials
Microsoft's hands-on, scenario-based Applied
Skills track — practical proof alongside the
role-based certifications above.
Accreditations & memberships
The credentials behind the factory.
Microsoft programs, UK cyber accreditation, a defence-sector commitment, and data-protection registration. Held today, not aspirational.
Microsoft Partner
Partner ID 7100919, in the AI Cloud Partner Program.
Microsoft ISV Success Program
Engineering and Marketplace publication support.
Cyber Essentials
UK NCSC cyber security baseline.
Armed Forces Covenant
Proud signatory supporting the armed forces community.
ICO registered
Registration ZB804967, UK GDPR.
Clear your backlog before your Azure commitments expire.
Stop letting your Azure commitments
go to waste.
Because the factory runs entirely inside your native Microsoft ecosystem, 100% of your subscription costs count toward your Azure MACC burn-down. Stop waiting six months for a systems integrator to draft an architectural plan. In a single afternoon, build a working operational solution together.
Start with the fixed-price diagnostic →