AI agents that
actually ship to production.

We build agentic workflows that connect to your systems, execute real work, and deploy with governance controls your security team will approve—in weeks, not quarters.

Book a Discovery Call See Workflow Library
OWASP LLM Top 10 checklist · NIST AI RMF-mapped
SOC 2-aligned controls (readiness path)
agent.workflow" — Live Run
Running
→ Initializing Claims Processing Agent...
✓ Connected to Salesforce CRM API
✓ Connected to ServiceNow ITSM API
→ Processing incoming claim #CLM-2847...
⚡ Extracting policy data from documents
🔍 Running fraud detection checks...
✓ Risk score: LOW (0.12) PASS
⏳ Awaiting human approval... HITL
✓ Approved by Sarah M. (Supervisor)
✓ Run complete (timing varies by workflow) Run
📋 Audit log saved to compliance store
Target Items Processed
Target Accuracy (PoV)
Target Cost Impact
67%
Target KPI lift (scoped PoV)
4-6 wks
Target to production
100%
Target audit trail coverage

Integrates with your enterprise stack

The Problem

Most AI pilots never reach production

70% of agentic AI projects stall between "impressive pilot" and "deployed system." Not because the AI doesn't work—but because they lack governance, integration discipline, and measurable outcomes.

Security Blocks Deployment

Your CISO needs threat models, OWASP mitigations, and audit trails. Most vendors can't provide them.

Pilot ≠ Production

Cool pilots with mocked data don't survive real integrations, edge cases, and operational requirements.

No Owner for AI Ops

After the vendor leaves, who monitors drift, handles failures, and validates ongoing accuracy?

Our Approach

Engineering discipline for agentic systems

We treat AI agents like the production software they are—with proper architecture, security controls, testing harnesses, and operational runbooks.

Interaction Layer Chat, queues, workflows
Orchestration State, retries, coordination
Tools Layer CRM, ITSM, ERP integrations
Knowledge RAG, citations, freshness
Controls Approvals, audit, evaluation
Production signals Live
Approval gates 3 checkpoints
Audit coverage 100% traceable
Target to production 4-6 weeks
Governance Built-In Active
✓ OWASP LLM Top 10 mitigations
✓ NIST AI RMF alignment
✓ Human-in-the-loop gates
✓ Full audit trail
✓ Evaluation harnesses
Security Lead Reviewed by Security Team
Market Reality

The AI services market is exploding

Enterprise spending on AI is accelerating—but success requires engineering discipline, not just experimentation.

$588B
AI Services Market 2026
29%
YoY Market Growth
70%
Pilots That Stall
#1
Blocker: Governance

Integrates with common enterprise stacks

+50 more
Our Services

Packages built for speed and clarity

A small menu that ladders from discovery to production to ongoing operations. Each engagement has defined triggers, deliverables, and acceptance criteria.

7-10 Days

Opportunity Sprint

Map your workflows, identify the best automation candidate, and define success metrics before building anything.

4-6 Weeks

Proof of Value

Working agent on one workflow with real integrations, approval gates, and evaluation metrics. Run on live cases.

8-12 Weeks

Production Launch

Hardened runtime with RBAC, secrets management, audit trails, load testing, and operational runbooks.

Monthly

AI Operations

Ongoing monitoring, evaluation regression testing, cost optimization, and incremental workflow expansion.

View All Packages
Proof You Can Inspect

Artifacts that show rigor before you buy

Audit trail target

Inputs, retrieved context IDs, tool calls, approvals, and final actions—fully logged and reviewable.

Approval gates map

Explicit human sign-off for high-impact actions like customer comms, record changes, and payments.

OWASP LLM Top 10 checklist

Mitigations documented for prompt injection, data exposure, excessive agency, and access control.

Evaluation harness

Reproducible test set with completion rates, error classes, and cost envelope visibility.

Risk & controls packet

NIST AI RMF mapping with control ownership, evidence, and mitigations.

Runbook readiness

Escalation paths, rollback steps, and on-call ownership defined.

Cost guardrails

Budget caps, token tracking, and alert thresholds per workflow.

Data access map

System permissions, read/write scope, and approval boundaries documented.

Quality gates

Acceptance criteria tied to KPIs, error classes, and review thresholds.

Change control

Prompt/tool updates tracked with rollback plans and evaluation checks.

Observability

Latency, accuracy, and drift dashboards with alerting thresholds.

Security checklist

OWASP LLM Top 10 checklist with mitigation status per workflow.

Audit trail target

Inputs, retrieved context IDs, tool calls, approvals, and final actions—fully logged and reviewable.

Approval gates map

Explicit human sign-off for high-impact actions like customer comms, record changes, and payments.

OWASP LLM Top 10 checklist

Mitigations documented for prompt injection, data exposure, excessive agency, and access control.

Evaluation harness

Reproducible test set with completion rates, error classes, and cost envelope visibility.

How We Work

Stage gates that prevent "cool pilot" trap

Each phase has explicit acceptance criteria signed by the business owner. We don't move forward until outcomes are validated.

1

Qualification

Free • 30 minutes

15-minute fit check followed by a qualification call. We assess workflow complexity, KPI availability, data access, and risk posture before committing.

✅ Fit Check
2

Opportunity Sprint

7-10 days • Fixed fee

Gate: KPI definition signed by business owner. We don't build until success metrics are agreed and baseline measurements are captured.

🚦 Sign-off Required
3

Proof of Value

4-6 weeks • Fixed fee

Gate: Security review against OWASP LLM Top 10 and operational readiness checklist. Run on real cases with benchmark vs baseline.

🛡️ Security Review
4

Production Launch

8-12 weeks • Milestone-based

Gate: Governance mapping (NIST AI RMF + ISO 42001 style controls). SLOs met, rollback plan ready, incident playbook documented.

📋 Governance Mapping
5

Operate & Expand

Ongoing • Monthly retainer

Monthly KPI reporting, drift detection, change log maintenance, and backlog burn-down. Continuous improvement, not one-time delivery.

♻️ Ops Ownership
Current Engagement Active
Qualification
Sprint
PoV
Launch
Operate
Week 4 Current
Target Efficiency Gain (PoV)
3 Gates Passed
Industries

Where we deliver the most value

We prioritize verticals with high labor cost in knowledge work, measurable cycle-time metrics, and strong integration surfaces.

$Running KYC check...
+Risk: LOW (0.12)
+Compliance verified
Largest AI Spend

Financial Services

KYC/AML case research, customer correspondence, compliance lookup, fraud operations triage.

Scoped PoV Approval gates
Claim In
->
Extract
->
Triage
High Doc Volume

Insurance

Claims intake and triage, document extraction, subrogation research, customer service automation.

Scoped PoV Audit trail
@Ticket #4521 received
+Auto-routing to L2...
+Resolution drafted
Fast Adoption

SaaS & IT

IT helpdesk automation, ticket triage, SDLC workflows, internal knowledge copilots.

Scoped PoV Approval gates
Customer
->
AI Agent
->
Resolved
Clear CX Metrics

Retail & E-commerce

Customer service automation, order exception handling, merchandising content, supplier comms.

Scoped PoV Evaluation harness
!WO #892 - Priority: HIGH
+Parts lookup...
+Scheduled for AM
Clear Productivity

Manufacturing

Work order triage, maintenance planning, parts lookup, QA documentation assistants.

Scoped PoV Audit trail
Email
->
Classify
->
Route
Fast Time-to-Value

B2B Services

Email and ticket triage, document routing, CRM enrichment, customer communication workflows.

Scoped PoV Evaluation harness
See Industry Details
Free Assessment

What could agentic automation save you?

Book a 30-minute discovery call. We'll map your highest-value workflow and produce a preliminary ROI hypothesis—no commitment required.

Get Your Free Assessment
FAQ

Common questions

An Opportunity Sprint takes 7-10 days. Proof-of-Value builds take 4-6 weeks. Production launches typically run 8-12 weeks depending on integration complexity. We can often start within 1-2 weeks of agreement.

We're engineers, not slide-makers. Every engagement ships production code with real integrations. We include governance controls (OWASP, NIST) as core deliverables, not afterthoughts. And we define success metrics before building—not after.

Every production launch includes an OWASP LLM Top 10 checklist, NIST AI RMF mapping, full audit trails, and configurable human approval gates. We provide documentation and artifacts to support your security review process.

Sprint and PoV builds are fixed-fee for scope certainty. Production launches are milestone-based with payments tied to acceptance gates. Retainers are monthly. Model/API costs are passed through transparently with agreed caps.

We're vendor-portable and integrate with your existing investments—OpenAI, Anthropic, AWS Bedrock, Azure OpenAI, Google. We can also extend platforms like Copilot Studio, Salesforce Einstein, or ServiceNow with custom agentic capabilities.

Team member Team member Team member

Ready to ship AI that actually works?

Book a discovery call to discuss your workflows. We'll identify the highest-value automation opportunity and show you the fastest path to production.

Book a Discovery Call View Workflow Library

Ready to automate? Book a free discovery call and get a preliminary ROI hypothesis.

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