Watchlight AI
Implementation Services

Agent Runtime Governance Implementation

A workshop produces a blueprint. We turn it into production: policy library deployed, runtime controls instrumented, agents discovered, evidence flowing. Practitioner-led, sprint-based, and integrated with the IAM, PAM, and SIEM tooling you already run.

What We Build With You

Six implementation areas, scoped and sequenced per environment.

Agent Inventory & Continuous Discovery

Stand up continuous discovery for every AI agent and MCP server in your environment, including the ones business teams built without telling IT. Classify, register, and track trust state for every autonomous actor.

Policy-as-Code Library

Translate governance intent into versioned, machine-readable policy artifacts. Deterministic evaluation, current rules, replayable decisions. No language model in the trust path.

Runtime Authorization Controls

Implement per-action authorization at the point of execution. Intent declaration, delegation chain tracking, scoped and time-bound authority, kill switches at the individual agent, agent-group, and system level.

Execution Lineage & Audit Pipeline

Wire tamper-evident execution lineage into your SIEM and audit pipeline. Reconstruct any decision chain on demand. Audit-ready evidence flows without manual collection.

Identity & Credential Brokering

Eliminate standing credentials in agent hands. Stand up short-lived, purpose-bound capability tokens injected at runtime, scoped to a single action with measurable TTL.

IAM, PAM, and SIEM Integration

Integrate the new runtime controls with the identity, secrets, and security tooling you already run. Your agent estate becomes a first-class citizen in the same monitoring stack as the rest of the enterprise.

Engagement Model

Sprint-Based, Fixed Scope

Typical engagement runs 4–12 weeks, sized to the blueprint and the agent estate.

Sprint 0
Scoping & Discovery
1–2 weeks
Inventory the current agent estate, review the workshop blueprint or existing target architecture, and sequence the work into 2-week sprints with clear acceptance criteria.
Sprints 1–N
Build & Integrate
2 weeks each
Each sprint ships a working slice: a policy module deployed, a control integrated, an inventory source live, an audit feed wired. Reviewed weekly with the customer security architect.
Handoff
Operating Readiness
1–2 weeks
Runbooks, on-call procedures, and a 30-day support window. Your team owns operation; we remain available for design reviews and policy escalations.
Deliverables

What You Take Live

Production-deployed policy library, versioned and replayable
Runtime authorization controls integrated with existing IAM and PAM
Continuous agent and MCP server discovery operating in your environment
Tamper-evident execution lineage streaming to your audit pipeline
Operating runbooks, on-call procedures, and knowledge transfer to your team
30-day post-handoff support window with design-review access

Who This Is For

You completed a Watchlight advisory workshop and need hands to execute the blueprint
You have an internal ARG target architecture and need experienced practitioners to build it
You are standing up an internal AI platform or agentic workflow and want governance in from day one
You are preparing for a regulator, board, or audit review of your AI agent posture

Fixed Scope, Fixed Price

Sprint-based delivery, sized to your blueprint and agent estate.

Foundation Sprint

from $50,000
2–4 weeks

One priority slice, taken live and proven in your environment.

  • A policy module or one runtime control deployed
  • Discovery and lineage for one framework
  • Integrated with one IAM or SIEM system
  • Runbook and knowledge transfer
Book a Consultation
Most popular

Full Implementation

from $150,000
6–10 weeks

Your Agent Runtime Governance blueprint, taken to production.

  • Versioned policy library deployed
  • Runtime authorization across your agents
  • Continuous discovery and tamper-evident lineage
  • IAM, PAM, and SIEM integration
  • 30-day post-handoff support window
Book a Consultation

Enterprise Program

Custom
Multi-quarter

Multi-framework, multi-business-unit rollout with ongoing partnership.

  • Everything in Full Implementation, at scale
  • Phased rollout across business units
  • Dedicated delivery team
  • Path to a Beacon design-partner engagement
Book a Consultation

Pricing is indicative and scoped per environment. A workshop or assessment credits toward implementation.

Bring Your Blueprint to Production

Start with a 30-minute free consultation. We will scope the work, sequence the sprints, and tell you straight whether a workshop, an implementation, or an ongoing retainer is the right next step.

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