SDSSmart Driven StudioPreview
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Channeling Infrastructure

Turn diagnostics into executable code. In days, not months.

70-88% of digital transformations fail because no one translates strategy into implementation. SDS is the operating system that bridges that gap — with full traceability from the first assessment to the last commit.

Framework published in academic research·
Multiple transformation disciplines·
Domain-specialized agents·
Multilanguage · Es, En, Pt
SDSSmart Driven Studio
Launcher
Disciplines · Integrations
M
Transformation Disciplines
Hyperautomation
Change Management
CX & MarTech
Legacy & Tech Debt
ESG & Sustainability
Cloud & FinOps
Open Finance
Cybersecurity
Enterprise AI
Integrations & Platforms
M
Microsoft 365
G
Google Workspace
AWS
Google Cloud
A
Azure
Channeling
Context
Flows
Quarks
Spectrum
Nexus
Agents
Hive
Disciplines & PlatformsMultiple consulting domains + integrations

Access specialized disciplines and enterprise integrations from a unified interface. Each discipline includes pre-trained agents ready to operate.

Hive · Agent Task OSAgents as operating system processes

Visualize AI agents as OS processes. Monitor status in real time. Orchestrate complex flows with full visibility.

SDSSmart Driven Studio
Pied PiperEnterprise AI Transformation
Sun Feb 22
M
Agent Process Manager
💬 Chat
Agent Curator
8 agents. 3 running, 3 idle, 1 waiting, 1 queued. Gap Analyzer at 45% CPU.
Why is Gap Analyzer high?
138 evaluations in progress. Goes idle in ~12 min. Throttle?
Message...
PIDPROCESSSTATUSUPTIME
AGT-001SmartChat
running
4h 23m
AGT-002Assessment Agent
running
2h 10m
AGT-003Gap Analyzer
running
0h 48m
AGT-004Context Builder
idle
4h 23m
AGT-005Flow Orchestrator
waiting
1h 55m
AGT-006Spec Generator
queued
AGT-007MCP Bridge
idle
4h 23m
AGT-008Export Engine
idle
4h 23m
3 Running
3 Idle
1 Waiting
1 Queued
Total: 8 agents · 128 calls/h
Channeling
Context
Flows
Quarks
Spectrum
Nexus
Agents
Hive
SDSSmart Driven Studio
Pied PiperPortfolio Audit
Sun Feb 22
M
MCP Bridge → Claude Code● connected
MCP Bridge
MCP connected. 3 specs. 16 tools active.
Pull SPEC-041 to Cursor
.cursorrules + context.md + stories.json generated. Traceability preserved.
Status?
Sync OK. GitHub webhook active.
Message...
$ claude
Claude Code v1.2.0 · MCP: sds-bridge ✓
> /mcp sds list-specs --workspace pied-piper
3 specs:
SPEC-041 Agent Orchestration PRD ready 12 stories
SPEC-042 Observability Pipeline Draft 8 stories
SPEC-043 Context Memory Mgr In review 6 stories
> /mcp sds pull SPEC-041 --format cursor
✓ .cursorrules (2.4KB)
✓ context.md (8.1KB)
✓ stories.json (12 stories)
✓ Traceability preserved
> /mcp sds gaps --P0
P0 Gaps linked to SPEC-041:
GAP-07 No observability 22→75 $180K
GAP-12 Context overflow 38→80 40% deg
> implement SPEC-041
Starting with SDS context...
Channeling
Context
Flows
Quarks
Spectrum
Nexus
Agents
Hive
MCP Bridge · Claude CodeFrom diagnostics to IDE, frictionless

Connect specs, gaps, and diagnostics directly to your IDE via MCP. From analysis to code with full traceability at every step.

What will your next transformation really cost?

Enter your project data and discover the real cost — plus the statistical probability it won't work.

SDSSmart Driven Studio
Spectrum · Cost Calculator
Your transformation project
50–200
Mediana
200–500
Mid-Market
500–2K
Enterprise
2K–5K
Large
First time
We tried and it failed
$250,000
$50K$2M
What it will really cost you
Initial diagnosis
3–6 months
$75,000
Implementation
6–12 months
$187,500
3 additional consultancies
no shared context
$112,500
Coordination overhead
15–25% invisible
$75,000
Estimated total cost
$450,000
Estimated time
1122
months
Failure probability70–88%
Capital at risk
$355,500
with 70–88% probability of not delivering results

What if that number could be drastically reduced?

* Estimates based on industry benchmarks (Gartner, McKinsey, BCG).
* All values in US dollars (USD).
THE DIFFERENCE
Without intermediation
With Smart Driven Studio
DIAGNOSIS

80-slide PowerPoint that nobody reads after the presentation

Interactive assessment with quantified score and automatically prioritized gaps

STRATEGY → EXECUTION

6 months between diagnosis and the first line of code. Gap documents lost.

From assessment to executable specs in 2-4 weeks. Full traceability.

CONSULTANCIES

3-5 different vendors: one diagnoses, another designs, another implements. Nobody has context from the previous one.

One OS orchestrates diagnosis, specs, and handoff to development. All context preserved.

TRACEABILITY

"Why did we make this decision?" Nobody remembers. The doc is in a SharePoint nobody can find.

Every spec links to the gap it solves. Every gap links to the assessment. All queryable, all versioned.

IMPLEMENTATION

The developer gets a 40-page PRD and starts guessing what to do first. 0% business traceability.

The developer gets .cursorrules + stories with acceptance criteria and business context. MCP Bridge syncs automatically.

OUTCOME

Months of overhead, meetings, and documents with no concrete deliverables.

Measurable deliverables in weeks. Traceable ROI from day 1.

CONCRETE RESULTS
Days, not months

From assessment to technical specs

The assessment agent evaluates multiple indicators across 6 domains. Generates prioritized gaps, business case, and specs ready for development — in a fraction of the traditional time.

Full lineage

Every decision has lineage

Gap → Initiative → Spec → Story → Commit. When the CEO asks 'why are we doing this?', the answer is one click away.

9+ disciplines

And growing

No need for multiple consultancies to cover Data, AI, Cloud, Cybersecurity, and Change Management. One OS with domain-specialized agents — with new disciplines on the way.

RESEARCH

Channeling Infrastructure: A Theoretical Framework for Bridging the AI Investment–Impact Gap in Organizational Transformation

SDS isn't an idea we came up with yesterday. It's the implementation of a published academic framework that identifies why 70-88% of transformations fail and proposes the intermediation layer as a solution.

Read the paper →

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Smart Driven Studio - Intelligent Digital Transformation | Smart Driven Studio