DevX House

Built to

We turn fractured tools, data and infrastructure into dependable systems that earn their place in your organisation.

01 / Paradigm Shift

Evolution of AI

Current

Isolated Prototypes

A promising model demo still needs reliable retrieval, access controls, evaluation, and a deployment path before enterprise teams can depend on it in daily mission-critical workflows.

Target — DevX House Standard

Governed AI Systems

Connect approved knowledge stores and scoped MCP tools directly to enterprise workflows. Evaluate releases against representative benchmark tasks, trace failures deterministically, and enforce approval policies before consequential actions execute.

Engineered for scale.

Five capabilities connect useful AI to knowledge, people and the systems your work depends on.

Grounded intelligence01 / 05

Knowledge, at the right moment.

Connect models to approved sources and task-specific context, then keep the evidence close to every answer.

Approved sources / task-specific context

Knowledge base
Product data
Team guidance
Context
Relevant evidence
Grounded answer
RetrievalSource-aware answers
Bounded actions02 / 05

Useful agents. Clear boundaries.

Shape what an agent can do with identity, scoped permissions, policy checks and human approval when a decision calls for it.

Identity / policy / approval

Agent identity
Requested action
Resource scope
Policy gate
Allowed tool
Approval path
IdentityPolicyHuman review
Connected workflows03 / 05

Move work through real systems.

Coordinate models, tools, services and people through explicit steps with task ownership and run state visible.

Run sequence / observable handoffs

01Plan
02Route
03Execute
04Record
Tool routingHuman handoffs
Measured behavior04 / 05

Make quality inspectable.

Review answer quality, tool activity and failure paths with practical evaluation signals and traces.

Review signals / no assumed score

Grounded in approved context
Actions stayed in policy
Outcome can be traced
EvaluationObservability
Production integration05 / 05

Fit the stack you already run.

Connect AI capabilities to existing applications and data through controlled interfaces built around the systems teams rely on.

Existing stack / connected capability

Applications
Services
Data
Integration layer
AI capability
System record
APIsExisting applications
05 / Trust & Safety

Secure By Design.

01ENFORCING

Tool Integration

Expose internal APIs and SQL tools through Model Context Protocol (MCP).

02ACTIVE

Boundary Policies

Enforce identity, scope, and action policies directly at the application boundary.

03LOCKED

Call Authorization

Primary directive: Authorize and audit every single agentic tool call.

API
MCP
LLM
[SYS.BOUNDARY]SECURE
[POLICIES]ENFORCING
[LAST_CALL]AUTHORIZATION GRANTED
> EVALUATING TOOL INTEGRATION... OK
01 / System architecture

The Neural Core.

01Ground
02Authorize
03Execute
04Observe
Governed agent workflowStage 01 / 04
CONTROL PLANEIdentity · policy · observability01 / GROUNDApproved context02 / AUTHORIZEPolicy gate03 / EXECUTEAgent runtime04 / OBSERVEVerified response
Retrieve permitted evidence from approved knowledge sources.

Capabilities & Services.

01

AI Integration

Enterprise-grade artificial intelligence systems built for scale and precision.

02

Cloud Architecture

AWS Bedrock and scalable infrastructure powering production workloads.

03

Web Engineering

Modern front-end frameworks crafting seamless digital experiences.

04

Motion Design

GSAP-powered animations and interactive canvas effects.

05

3D Visualization

Immersive environments and architectural visualization at scale.

06

DevOps Pipeline

Advanced containerization and deployment automation.

DevX House / Product 01

KronosAI

A product from the DevX House ecosystem, built to bring advanced processing into a focused, accessible experience.

Explore Kronos AI
04 / Core Architecture

Agentic Stack

01Reason

The model proposes a structured answer or candidate tool call.

02Authorize

Policy checks user scope, identity context, and required approvals.

03Execute

Permitted requests reach internal tools through MCP adapters.

04Observe

Tool execution outputs return as verified context feed.

Inference API
Tool Gateway
MCP Server
Enterprise Data
Status :: Reason
05 / The Interface

A clearer way into complex systems.

Explore your goals, the systems involved, and a practical next step with the DevX House team.

Agentic Chat

DevX House project assistant

Customer assistant
AAgentic Chat

Hi. Tell me what you are trying to build or improve, and I can help you explore whether DevX House is a fit.

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