We get AI agents
to production.

Most AI initiatives stall between demo and deployment. We exist to close that gap — with production-grade agents, embedded teams, and a platform built for enterprise reality.

50+

Enterprise connectors

8 wks

Idea to production

100%

Auditable from day 1

How We Help

We meet you where you are.
Then we move fast.

Whether you're exploring AI strategy or ready to deploy, we have a path that fits your timeline, your systems, and your team.

Advisory

90 days — strategy to validated use cases

We run workshops, idea jams, and governance design sessions. You walk away with production-ready, audited use cases — not a slide deck.

Tailored Agents

6–8 weeks to production

Custom-built AI agents designed around your specific bottlenecks. We connect to what you already have — no rip-and-replace.

AI-Ready Teams

Embedded experts, ongoing

Dedicated pods working inside your organization. Build internal AI muscle while shipping faster with experienced hands alongside your people.

The Process

End-to-end. Eight weeks.
Clickable in 3 days.

Week 1

Discover & Decide

Find the bottleneck.
Confirm fit. Scope the pilot.

Week 2

Evaluate & Refine

Map the workflow.
Build the business case.

Weeks 3–5

Build & Test

100% auditable from day 1. First canary users roll out.

Week 6

Go Live

First wave production.
Real users. Real data.

Weeks 7–8

Measure & Expand

Track ROI. Results make
the case for what's next.

Technical Capabilities

Enterprise AI demands more
than a good model.

Four core capabilities that make the difference between a demo and a system your operations team can trust.

Workflow Orchestration

Coordinate complex handoffs across people, agents, and systems. The work that lives in inboxes, exception queues, and cross-functional gaps — we automate it reliably.

Triggers API Services Workflows Task Queue

Governance & Control

Approvals, auditability, policy enforcement, and compliance baked in from day one. Kill switches, budget controls, and confidence thresholds your compliance team will appreciate.

Policy Engine Audit Trail Kill Switch Signing

Enterprise Integration

We connect to the systems you already run — ERP, CRM, data platforms, and APIs. 50+ connectors built once, deployed everywhere.

SAP Oracle Salesforce ServiceNow Workday NetSuite

Operational Intelligence

Every agent reports its performance in business terms. Evaluation, monitoring, ROI tracking, and system tuning — metrics your CFO can act on.

Evaluations Monitoring ROI Tracking Reporting

Sample Architecture

The Sidecar Approach.

Our agents sit beside your systems — they never replace them. Turn it off, and your ERP still works. This is how we de-risk AI adoption.

Experience Layer

Reasoning Designer · Agent Marketplace · Pre-built Integrations

Intelligence & Orchestration

Context Engineering

Memory · Runtime

Agent Studio

Workflow Designer

Command & Control

Monitoring · Ops

Foundation

Event Bus Tool Fabric Data Foundry Task Queue Evaluations Signing & Verification

Purpose-Built Agent Layer

Review Compliance Agent

Content Workflow Agent

Operations Agent

Each sidecar runs independently — scoped to a single workflow, with its own governance and audit trail

Agent Sandbox & Harness · Enterprise Integrations · Governance Layer

System of Action

How an agent actually
does the work.

Orchestration

Triggers API Services

Inputs

Requirements System State Recent Interactions Current Priorities

Context Engineering

Workflows

Standardized Agent Harness

Model

Reasoning Designer

Plan · Thoughts · Strategies

Model

Gateway & Runtime

Requested Action

use tool

Work Results

Final Answer

Goal Reached Budget Exceeded Stumped Next Step

Task Management · Queue · Policy

Tool Fabric Data Foundry Event Bus

Human × Agent Interface

Agent Evaluation Suite

Mission Control Apps

Mobile Approval App

AgentOps Console

Governance Panel

Observability

Existing Enterprise Systems of Record

Document Folder Internet Memory Host Enterprise Apps

Team Readiness

You won't need to hire
an AI team.

We embed a cross-functional pod alongside your people. You get the skills you need immediately — and your team builds AI muscle along the way.

One lead, one outcome. Our teams span the US, Poland, and India — but you work with a single dedicated lead. They coordinate all fractional roles behind the scenes so you stay focused on results, not resourcing.

Agent Engineer

Designs and builds agent solutions alongside your team

Data Steward

Defines source-of-truth rules, quality constraints, and data access

Requirements Dev

Uses agent-assisted tools to design the business process and UX

Agent Ops Engineer

Manages agent infrastructure, monitoring, and reliability

Process Leader

Builds SOPs, edge cases, and approval gates with your functional experts

Where We've Done This

These started as
conversations like this one.

Each of these engagements began with a single workflow and a team willing to run a focused pilot. Here's what happened next.

Banking & Insurance

SOP Regulatory Monitoring

Agents track regulatory changes across FINRA and SEC in real time, compare internal SOPs, and flag compliance risks. Process leaders stay ahead without constant manual monitoring.

Finance & HR

Back-Office Automation

Agents execute routine tasks across ERP, HCM, and ticketing systems. Reconcile records, validate invoices, and route exceptions. Finance teams focus on decisions, not data entry.

Insurance

Policy Claims Intelligence

Agents triage incoming cases, interpret coverage, and guide teams through resolution. Reduced handling time, faster routing, more consistent policy interpretation.

Retail & CPG

Social Launch Mission Control

Agents coordinate launch execution across trackers, content systems, and review workflows. Surface social insights. Faster decision cycles on campaign performance.

Your Turn

We'd love to hear
what's on your mind.

Every healthcare communications organization has workflows that absorb disproportionate time and talent. A few areas where we've seen teams like yours gain the most ground:

Content Supply Chain

From modular content assembly to medical-legal-regulatory review — where do bottlenecks slow down your speed to market?

Cross-Functional Handoffs

Strategy, creative, medical, regulatory — which handoffs between teams create the most friction or rework?

Omnichannel & Personalization

As HCP engagement becomes more data-driven, where are the gaps between what you want to deliver and what's operationally feasible?

Compliance & Auditability

In a regulated industry, how much overhead goes into ensuring traceability, approvals, and audit-readiness across your programs?

Next Steps

A purposeful pilot.

We don't start with a massive rollout. We start with one workflow, one team, and a clear definition of success. Here's what that looks like.

Pick the Workflow

Together we identify one high-friction process. We map it step by step — systems, people, approval points, and where the bottleneck actually lives.

Design & Build

We scope the agent, define governance boundaries, integrations, and success metrics. Clickable in 3 days. Production-ready in weeks.

Prove & Expand

Deploy with real users, measure real outcomes. When the numbers speak, they make the case for what's next. Results fund the roadmap.

Low risk, fast signal. The pilot is scoped so you see measurable value within 8 weeks — without disrupting your existing systems or operations.

We get AI agentsto production.

We meet you where you are.Then we move fast.