Most teams are AI-Assisted — they have the tools but the work still flows the same way. FORGE gets them to AI-Native — where processes are designed for humans and agents working together, knowledge compounds in reusable Skills files, and every workflow redesigned makes the next one faster.
Redesign our sales onboarding so new reps ramp in 2 weeks, not 6.
Mapping your current onboarding workflow...
8 steps can be redesigned for AI-first execution
Here is the redesigned workflow:
Estimated ramp time: 11 days. Skills library: +4 files.
of organizations achieved measurable AI impact, despite investing an average of $1.9M
McKinsey State of AI, 2025
of agentic AI projects will be canceled by 2027 due to unclear ROI and inadequate risk controls
Gartner, June 2025
of companies adopted GenAI without redesigning their business processes first
McKinsey Global Survey, 2025
to map your team's workflow gaps and leave with a prioritized action plan
VibeSec FORGE Discovery Workshop
Most teams know they're not getting results from AI. Here's why — and what the path forward looks like.
Your team has ChatGPT, Copilot, maybe a few automations. People use them individually, inconsistently. No standard. No policy. No measurement. Leadership can't tell who's using AI or whether it's helping.
This is the Solow paradox: you can see the AI tools everywhere except in the productivity statistics.
Workflows are redesigned, not just sped up. Agents handle first passes. Humans review and approve. Your team has Skills files for key workflows and a verified Guardrails baseline. You're measuring time saved — not estimating it.
Every repeatable process has been decomposed, assigned, bounded, and scheduled. Your Skills library IS your playbook. New processes are designed AI-first. When someone leaves, their expertise stays as Skills files. Your team measures AI capability as a KPI.
Not sure where you are? The FORGE Discovery Workshop gives you your Maturity Score.
Book a WorkshopFORGE works in three phases: understand how your work actually flows, redesign it with agents in the loop, then compound that knowledge into a Skills library your team owns and grows.
Phase 1 — Understand
We map how your work actually flows today. Not the org chart version — the real one, with every step, every handoff, every tool. We capture the numbers that will prove this worked before we change anything.
Phase 2 — Redesign
We define the discrete capabilities your AI needs — and deliver them as working files your team installs and uses. Not a strategy deck. Working artifacts that agents follow and your team owns.
We assign autonomous workers to specific steps with clear boundaries. The agent does the first pass. Your team does the second. The workflow is different, not just faster.
Everything that keeps agents in bounds: data access policies, approval gates, escalation triggers, action limits. We don't just design them — we verify they're enforced.
When it runs, what triggers it, and how you monitor it. We move your team from "someone remembers to do it on Tuesday" to automated cadence with human oversight.
Phase 3 — Compound
Every redesigned workflow produces Skills files, Guardrails specs, and lessons learned that make the next workflow faster. After six months, your team has an arsenal. After a year, new hires onboard to AI-native processes. The knowledge compounds.
Every FORGE engagement delivers Skills files — markdown documents that define exactly how an agent performs a task: what inputs it needs, what quality looks like, what Guardrails apply. You install them. They work. They're yours.
Most AI consultants hand you a 30-page PDF and leave. You read it once. It sits in a folder. Nothing changes.
Skills files are different. They're the instructions your agents actually follow. They compound — Skill #5 builds on Skills #1–4. After six months, your team has a library. After a year, that library IS your operating playbook. When someone leaves, their expertise stays.
That's not consulting. That's building an arsenal.
Most AI consultants deliver strategy decks with no security depth. Most security firms have never actually used the tools your team is building with. I designed the FORGE framework to solve both problems. Security is not a separate vendor or a later conversation. It is one of four pillars in every process design engagement.
No jargon. No acronyms. I explain what matters, what is urgent, and what can wait. Process design deliverables are built for team leads, not engineers.
Enterprise AI sales engineer turned advisor. I use agentic AI tools daily, built the security assessment framework behind FORGE Guardrails, and designed the FORGE Methodology from that experience. This is not theory.
Redesigned process maps, Guardrails your team implements this week, a governance policy you can adopt now. A roadmap with a real timeline. Not a slide deck that sits in a drawer.
No hourly billing. No surprise invoices. Every engagement has a defined scope, timeline, and deliverable set.
Already building with AI? Find out what's dangerous, what's missing Guardrails, and walk away with 3–5 production-quality Skills files that replace your ad-hoc prompts.
Best for teams with existing AI workflows and no governance
Learn MoreKnow exactly where you are and where to start. Walk out with your Maturity Score, verified baseline metrics for 2–3 workflows, and a prioritized plan — including the 5–8 Skills that would have the biggest impact.
2-hour facilitated session, up to 12 people
Book WorkshopScheduled within 1 week
One workflow fully redesigned with working Skills files installed, Guardrails verified, and a measured before/after. Your team can do workflow #2 themselves — that's the point.
2-week engagement + 90-day follow-up measurement included
Get StartedDeliverables in 10 business days
Scale FORGE across your team with monthly audits, a growing Skills library, and a maturity ladder you're climbing. Minimum 2 new workflows redesigned per quarter — measured, not estimated.
3-month minimum
Start here. A 2-hour hands-on session to map your processes and design Skills, Agents, Guardrails, and Schedule. $2,500.
Starting at $3,000/mo. Monthly process reviews, Guardrails updates, and priority Slack access. 3-month minimum.
Book a FORGE session with an advisor who has redesigned workflows for hundreds of teams. No pressure, no jargon.
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