AI Implementation
Most AI projects stall at pilot. PCG identifies the highest-value automation opportunities inside your actual workflows, implements them with the right models and tools, and integrates them into your existing systems — measurable impact in weeks, not quarters.
What we implement
We don't sell AI strategies. We implement AI capabilities that run in production, integrate with your existing tools, and produce measurable outcomes your finance team can verify.
Before spending a dollar on implementation, we analyze your workflows to identify the highest-ROI automation candidates. You get a ranked list of opportunities with effort, cost, and expected return — so you invest where it matters most.
Automate repetitive, rule-based tasks that consume your team's time: invoice processing, data entry, report generation, ticket routing, approval workflows. We connect AI to your existing systems — no rip-and-replace required.
Large language model integrations built on enterprise-grade APIs (OpenAI, Anthropic, Azure AI). Custom agents that can reason, search internal knowledge bases, draft documents, and take actions — safely and within your data governance rules.
Intelligent document processing for contracts, invoices, compliance documents, medical records, and financial statements. Extract structured data, classify documents, flag anomalies, and generate summaries — at scale, without manual review.
AI assistants trained on your internal documentation, procedures, and policies. Your team gets instant, accurate answers — reducing time-to-answer for HR, IT, compliance, and operations questions from hours to seconds.
AI implementations inside regulated industries (healthcare, defense, financial services) require auditability, data residency controls, and documented risk management. We build these guardrails in from the start — not as an afterthought.
Real-world applications
Not theoretical future use cases — projects we have scoped and delivered for clients with fewer than 500 employees.
IT & Operations
An AI classifier reads incoming help desk tickets, categorizes by type and priority, assigns to the right engineer, and drafts an initial response — before a human ever sees the ticket. Resolution time drops and first-response SLAs become trivial to meet.
→ Typical outcome: 40% reduction in mean time to first response
Finance & Accounting
Scanned invoices, PDFs, and email attachments flow through a Document AI pipeline that extracts vendor, line items, amounts, and PO references — then pushes structured data directly into your accounting system. Accounts payable becomes a review step, not a data entry job.
→ Typical outcome: 80% reduction in manual AP processing time
Compliance & Legal
An LLM-powered review tool reads vendor contracts, NDAs, and MSAs — flagging non-standard clauses, indemnification risks, and missing provisions. Your legal team reviews flagged items instead of reading full documents. Throughput multiplies without adding headcount.
→ Typical outcome: 60% reduction in contract review cycle time
Private Equity Operations
Monthly data from portfolio company ERP, CRM, and HR systems is automatically aggregated, normalized, and summarized by an AI layer — producing consistent board-ready reports without manual data wrangling from operating partners.
→ Typical outcome: Portfolio reporting from 3 days → 3 hours
How we work
We run a disciplined four-phase program that gets you from idea to production AI in 8–12 weeks — not 18 months.
We map your workflows, identify the highest-ROI automation candidates, and build a business case with expected returns before any implementation begins.
We build a working prototype using your actual data — not demos. You validate output quality and see real performance before we commit to full integration.
The AI capability is wired into your production systems — your CRM, ERP, ticketing platform, document storage — with appropriate access controls and audit logging.
We track the KPIs we committed to at the start, tune the model on real-world performance, and report outcomes in terms your business cares about — not AI metrics.
26+
Years of business process experience informing AI implementations
8–12wk
Typical time to measurable ROI, not pilot-ware
100%
Production integrations — no pilots left running in isolation
0
AI projects deployed without documented governance and audit trails
A free opportunity analysis identifies your top-ROI workflows — before you spend anything on implementation.