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Gap Bridge

The engagement

How we deliver outcomes, not slide decks.

Three phases. Concrete deliverables. Production systems owned by you.

Start with an audit

The engagement spine

Audit. Build. Operate. In that order.

  1. Phase 1 2–3 weeks

    Audit

    We map every function in your business, identify the highest-ROI candidates for replacement, and rank them by cost saved or revenue generated.

    What you get

    • AI Function Audit — every function, scored by replaceability and ROI
    • Top 3–5 prioritized recommendations with sizing
    • Integration map: systems of record, data flows, dependencies
    • Build estimate and timeline for the first agent(s)
  2. Phase 2 4–12 weeks

    Build

    We build, integrate, and deploy the first one or two agents directly into your live operating system. No proofs of concept that never ship — production from day one.

    What you get

    • Production agent(s) running against your real systems
    • Source code and infrastructure — owned by you
    • Integration into Slack, Google Workspace, QuickBooks, your CRM, etc.
    • Approval and governance configured for your team
    • Monitoring dashboards and runbooks
  3. Phase 3 Ongoing

    Operate & Expand

    We operate the system with you, expand to additional functions, and hand off whenever you're ready. The OS compounds — every new function shares the standards already laid down.

    What you get

    • Continuous monitoring, tuning, and incident response
    • New function rollouts on the same OS — typically 3–6 weeks each
    • Quarterly reviews of impact, P&L, and roadmap
    • Clean handoff path whenever you want it

The reciprocity

A working partnership, scoped from day one.

What we deliver

Production systems. Owned by you.

  • Working agents in production — not slide decks or POCs.
  • Source code, infrastructure config, and runbooks transferred to you.
  • Monitoring, observability, and approval flows configured to your team.
  • Integration into the systems you already run.
  • Quarterly P&L impact reviews tied to the original audit.

What we ask of you

An exec sponsor and a few hours a week.

  • An executive sponsor with decision-making authority.
  • 2–3 hours per week from a subject-matter expert in the function being replaced.
  • Read/write access to the source systems involved (we work in sandboxes first).
  • A bias to ship — we move at production speed, not committee speed.

The first 30 days

What an audit actually looks like.

  1. Phase 1

    Discovery

    Week 1

    Stakeholder interviews. System and data inventory. Establish what "normal operations" actually looks like.

  2. Phase 2

    Function mapping

    Week 2

    Every recurring function on a single map. Tagged by cost, frequency, friction, and replaceability.

  3. Phase 3

    Prioritization

    Week 3

    Score and rank. Identify top candidates by ROI. Estimate build and runtime costs for each.

  4. Phase 4

    Recommendation

    Week 4

    AI Function Audit delivered. Build proposal scoped. Decision point: which function ships first.

Frequently asked

The questions every prospect asks before signing.

  • How is this different from hiring an AI consultant?

    Consultants deliver decks. We deliver running systems. Every Gap Bridge engagement ends with production agents handling real work in your business — owned by you, integrated into your stack, with code and runbooks transferred. The audit is the only deck you'll get from us.

  • Do you work with our existing data and systems?

    Yes — that's the point. The OS is purpose-built to integrate with what you already run: QuickBooks, Salesforce, Google Workspace, Slack, your CRM, your data warehouse. We almost never recommend rip-and-replace; we recommend wrapping the systems of record with agents that operate on top of them.

  • Who owns the IP?

    You do. Source code, infrastructure configuration, prompts, fine-tunes, and any data pipelines we build are yours from day one. We use a standard MSA + SOW with full IP assignment. We retain reusable components from the OS framework itself; everything specific to your business is yours.

  • What if it doesn't work?

    The audit phase exists exactly to surface this risk before the build phase begins. If we can't identify a function with strong, defensible ROI in the first three weeks, we say so and you don't pay for the build. Once we're in build, we ship to production in 4–12 weeks with weekly checkpoints — there's no scenario where you find out twelve months in that nothing works.

  • Can you build it and then hand it off?

    Absolutely. Many of our engagements move to a self-operated mode after 6–12 months — your team takes over day-to-day operations and we step back to a quarterly advisory role. The OS is built to be operable by your team, not to create permanent dependence on us.

  • How long until we see ROI?

    First production agent is typically running in 6–10 weeks from kickoff. ROI shows up in the first quarter after that — sometimes immediately on cost-replacement engagements (a function that cost $X/month to staff is now running for a fraction of that), sometimes over two to three quarters on revenue-generation engagements (lead pipelines, IP monetization).

Start with an audit.

Three weeks. We map your functions, identify the highest-ROI replacements, and tell you what we'd build first.

Book a call