Golden Gate Bridge, San Francisco

88% of enterprise AI pilots never reach production.
The data behind them isn't ready.

Bain Automation & AI Pathfinder Survey 2026 · n=951 companies

TekCapitol's Kyklos360 tells you whether your AI agent workflow is ready, where the blocks are and how to fix it — with your team or ours — your choice.

Run Free Readiness Audit →

20 minutes · No raw data required

Book Managed Assessment

$25,000–$50,000 · TekCapitol-led

88% of AI pilots never reach production — Bain 2026
95% deliver zero measurable P&L impact — MIT NANDA 2025
43% of CDOs cite data readiness as #1 barrier — Informatica 2025
40%+ of agentic projects cancelled by 2027 — Gartner
The Problem

The platforms work.
The agents don't.

You invested in Snowflake, Databricks, Salesforce, SAP, proprietary systems, or custom internal tools. Pipelines succeed. Dashboards load. But AI agents still can't reliably use that data, because the data readiness layer was never built.

01
Disconnected Identity
"Customer" in your CRM. "Client" in your ERP. Your agent thinks they're two different people. No prompt engineering fixes this.
02
False Validation
Your pipeline ran successfully. The data is still wrong. ELT validates schema, not business logic. Agents treat every row as ground truth.
03
Locked Knowledge
Your institutional knowledge lives in PDFs, contracts, and reports. No ELT tool indexes documents for agent retrieval. That layer was never built.
04
No Workflow Design
Orchestration platforms execute workflows. They don't design them. Most companies buy the platform before answering what the agent should actually do.
05
Zero Monitoring
Data drifts. Schemas change. Business rules evolve. Your agent doesn't know. Without monitoring, you find out something went wrong when a customer calls.
06
No Governance
Once agents can write records, trigger orders, and send emails, who gave it access? What did it change? Can you prove it? Most teams never ask until something breaks.
Kyklos360® — AI Workflow Readiness Engine

Before your AI agent acts,
know it's ready to be trusted.

Kyklos360 doesn't just diagnose. It takes your agent workflow through the full pre-production journey — step by step, system by system, gap by gap.

Your Existing Platforms
Databricks
Snowflake
Salesforce
SAP / NetSuite
SharePoint
APIs & Documents
Proprietary & EDA systems
readiness
by TekCapitol
Assess
Connect
Validate
Transform
Orchestrate
Govern
Monitor
Outcome
Trust
AI agent workflows your business can rely on
production
Production AI Agent Workflows
AI Agents
Automation
Copilots
Multi-agent routing
Governed insights
01 ASSESS
02 CONNECT
03 VALIDATE
04 TRANSFORM
05 ORCHESTRATE
06 GOVERN
07 MONITOR
Per-step readiness score
Phased remediation roadmap
Model recommendation per step
NIST AI RMF mapping
Kill switch specification
Monitoring runbook
SP 800-53 compliance
Branded PDF report
30-min expert review
Self-Service Audit
$5,000 per workflow

Full 7-phase report · Automated · 20 minutes
Branded PDF · 30-min review call

Start Free Audit →
Managed Assessment
$25,000 – $50,000

TekCapitol-led · One workflow
Standard $25k or Complex $50k
2–4 week engagement · Board-ready deliverable

Book Scoping Call →

No raw data required. Schema exports and metadata only.
Nothing sensitive leaves your environment.

Technical Depth
Want to see exactly how we build this?
Real-time pipelines, RAG infrastructure, preprocessing steps, and the full tool stack, explained in plain English.
Our Technical Approach → Try Sample Agent Workflows →
How It Works

Three steps from pilot
to production.

We fix the data foundation. We build the governed AI workflows on top. No 18-month engagement. No platform replacement. End to end, on what you already have.

1
Diagnose Agent Workflow Readiness
Start with Kyklos360 — free self-serve audit at tekcapitol.com/kyklos/ (~20 min, no raw data) or a TekCapitol-led Managed Assessment ($25K–$50K). Kyklos360 scores your agent workflow across all seven phases and delivers a prioritized remediation roadmap.
Data quality scoring across all sources
Identity resolution gap analysis
Document & unstructured data audit
Prioritized roadmap delivered
2
Integrate with Existing Platforms
We clean, connect, validate, and transform your data layer, without replacing your existing investments. Your platforms stay. We make them agent-ready.
Entity resolution across systems
Vector embeddings & RAG setup
Business logic validation rules
Real-time sync architecture
3
Operationalize AI Workflows
We design and deploy governed AI workflows, agents, automation, copilots, with access controls, human approval gates, audit trails, model routing, and kill switches built in from day one. Not bolted on after.
Multi-agent workflow design & deployment
Model routing map, right model per task
Human-in-the-loop approval gates
Kill switch, rollback & audit trail
Governance & audit infrastructure
Who This Is For

Already on the platform.
Not yet in production.

TekCapitol serves mid-market companies that invested in data infrastructure and now need someone to make AI workflows actually run on it.

Snowflake
Databricks
Salesforce
SAP
NetSuite
SharePoint
Any data warehouse
✓
You have existing data platforms but AI workflows haven't reached production
✓
You don't have an internal data engineering team to operationalize AI
✓
You can't justify an Accenture or Deloitte engagement at $1M+
✓
You've run AI pilots and they haven't moved to production
✓
You want to know exactly what's broken before spending more on AI
✓
You need a partner, not a platform vendor or a slide-deck consultant
Managed Assessment

Kyklos360 tells you what's broken.
TekCapitol fixes it.

For enterprises where a PDF report isn't enough and you need a partner embedded with your team. TekCapitol principals work directly with your data and engineering team. Kyklos360 is the methodology backbone. Every finding is grounded in your actual systems.

Standard · $25,000
One workflow · Up to 6 steps · Up to 4 platforms
1 compliance framework · 2-3 week engagement
  • Full Kyklos360 7-phase report
  • Schema ingestion from all systems
  • Stakeholder interviews (2-3 sessions)
  • Remediation roadmap with effort estimates
  • Architecture design session
  • Final CDO/CTO presentation
Complex · $50,000
One workflow · 6+ steps · 5+ platforms
2+ compliance frameworks · 3-4 week engagement
  • Everything in Standard
  • Regulated industry workflows
  • Compliance documentation (HIPAA/FINRA/GDPR etc.)
  • Kill switch reviewed with legal and CISO
  • Board-ready executive presentation
  • 30-day post-delivery support

Standard — Contract Renewal, Procurement, Support Triage, Churn Prevention, Supply Chain
Complex — KYC Onboarding, Prior Authorization, Trade Compliance, Claims Triage, Network Fault Detection

Book 30-Min Scoping Call →

Tier determined in the scoping call. No commitment until scope is agreed.

About TekCapitol

Silicon Valley based.
Mid-market focused.

TekCapitol is a technology services firm helping mid-market teams move AI agents from pilot to production. We work at the intersection of data engineering and AI, fixing the data readiness layer on infrastructure you already have, then building and governing the workflows on top.

We don't replace your data team or sell new platforms. We make what you have agent-ready, entity resolution, validation, semantic context, governance, then operationalize production AI workflows.

Kyklos360® is TekCapitol's proprietary AI workflow readiness engine — built from years of enterprise AI delivery experience at Tech Mahindra, Xoriant, and with Fortune 500 clients across fintech, manufacturing, healthcare, and financial services.

Bay Area based · Serving US enterprise clients

San Francisco Peninsula
Founded 2020
USA + India Teams
Kyklos360® Methodology
Golden Gate Bridge, San Francisco, TekCapitol
San Francisco Peninsula
California · United States
A Question We Always Get

Will we need to give you
access to our data?

Yes, and no. You choose the access model you are comfortable with. We have designed the assessment to deliver full value at every level.

Model 01
Metadata Only
We see schemas, field names, and row counts. Never a single row of actual data. Like reading a filing cabinet label without opening the drawer. Covers 80% of the assessment.
Most restrictive
Model 02
Read-Only VDI
Client provisions a locked virtual desktop inside their own network. We log in remotely and see data on screen. Nothing can be downloaded or extracted. You control the environment.
Most common
Model 03
Client Laptop
A member of your team controls the keyboard throughout. Our engineer directs what to look at. Data never leaves your control. Full assessment delivered with zero external access.
Maximum control
Model 04
Credentialed Access
Read-only service account scoped to specific schemas. Standard practice for IT services engagements. Monitored, audited, and revocable at any time. Same model used by every major consulting firm.
Standard practice
Before Any Engagement Starts
NDA
Non-disclosure agreement. Everything seen is legally confidential. Signed before we look at anything.
MSA
Master services agreement covering liability, intellectual property, and data handling obligations.
DPA
Data processing agreement specifying exactly what data is accessed, how it is stored, and how it is deleted after the engagement.
The Honest Comparison
"Your Snowflake vendor has more access to your data than we will ever need. The difference is we sign an NDA before we look at anything and we work under your security team's supervision."
Every enterprise already shares data with their cloud provider, SaaS vendors, auditors, and system integrators. TekCapitol operates under the same standard, with more explicit legal protections.