Agentic AI & Digital Workers
Agentic AI. Not chatbots.
The next wave of AI is not conversational — it's operational. Agentic systems plan, execute, monitor, and improve without waiting for a human to type the next prompt. InWork builds multi-agent systems that do real work across real enterprise systems.

What is agentic AI
A chatbot answers questions. An agent completes tasks.
Agentic systems combine three capabilities earlier AI tools lacked — and that combination changes the calculus for enterprise automation entirely.
Planning
The agent breaks a goal into executable steps, decides sequencing, and handles dependencies — without human orchestration.
Tool use
The agent calls external systems — APIs, databases, CRMs, ad platforms, ERPs — to gather information and execute actions. It writes to systems of record, not just text.
Self-correction
The agent monitors its own output, detects failure states, retries with adjusted parameters, and escalates when confidence falls below threshold.
The real bottleneck
Enterprise AI was never blocked by model intelligence — it was blocked by connecting model output to system action. Agentic architectures solve exactly that.
AI digital workers
Purpose-built systems that do the work.
AI digital workers are not chatbots and not assistants. Each has a defined role, tool set, memory, escalation protocol, and governance layer.
AI Sales Development Rep
SalesResponds to inbound leads in under 60 seconds, qualifies against your ICP with data enrichment, books meetings to AE calendars, and runs multi-touch outbound — updating HubSpot, Salesforce, GoHighLevel, or Zoho with a full interaction log.
AI Marketing Ops Specialist
MarketingMonitors campaign performance in real time, adjusts bids and reallocates budget to ROAS targets, generates A/B ad copy in brand voice, and triggers email/SMS sequences. The Autonomous Marketing OS is the fully-deployed, 7-agent version — already in production.
AI Tier-1 Support Agent
SupportHandles inbound chat, email, and SMS; resolves Tier-1 issues without escalation; routes complex cases to the right human with full context; and is deployed with data minimization and PHI/PII scrubbing for regulated entities.
AI Finance Ops Specialist
FinanceIngests invoices, extracts structured data via AI OCR, runs three-way matching against POs and receipts, routes exceptions with confidence scores, and posts approved invoices to QuickBooks, NetSuite, or Sage.
AI Automotive BDC Agent
AutomotiveResponds to every inbound internet lead in under 60 seconds, 24/7; sends ADF-formatted data to the dealer CRM via the DMS layer; books appointments; and runs 10DLC-registered, DNC-scrubbed, TCPA-compliant follow-up. OEM co-op eligible in 10+ active programs.
AI Underwriting Specialist
Surety / FinTechIngests application packages, extracts and validates applicant data, pulls third-party data, scores risk with configurable models, flags outliers for human review, and maintains a full audit trail. SOC2-aligned, with human-in-the-loop on final decisions above threshold.
The InWork agentic stack
Orchestration, memory, integration, governance.
We build on proven orchestration frameworks and production-tested integration patterns — with the integration layer as the moat.
How we deploy
From readiness to a running system.
Phase 1 — Agentic Readiness Assessment (2–4 weeks): map data flows, integration landscape, and human-in-the-loop decision points; deliver a ranked list of opportunities with ROI and integration requirements.
Phase 2 — Agent Architecture Design (4–8 weeks): define the agent hierarchy, tool catalog, memory architecture, and governance rules; deliver a buildable blueprint with API contracts, failure modes, and gate specs.
Phase 3 — Production Deployment (8–16 weeks): build the agents, connect integrations, configure governance, and deploy to your cloud — with monitoring dashboards and escalation flows.
Phase 4 — Continuous Improvement: monitor performance, retrain on new data, expand tool coverage, and reduce the human-in-the-loop surface as the system proves reliable.
<60s
inbound lead response, 24/7
Our automotive BDC agent responds to every inbound internet lead in under 60 seconds, including nights and weekends — replacing the response delay, inconsistency, and staffing gaps that let leads go cold, without replacing the human sales consultant.
