Making Intelligence Less Artificial
Escape Consulting helps teams choose and build the AI systems that should actually exist inside their work.
The work starts with a concrete workflow, a clear owner, and the decision points where a human still needs to review, approve, or redirect the system. From there, AI Escape can shape strategy, plan implementation, build supervised agentic software, and coach the team through practical operating choices.
Consulting Focus
AI Strategy
Frame the workflow, model choices, build-vs-buy tradeoffs, risk boundaries, and first useful release.
AI Implementation
Turn the plan into prompts, retrieval, tool use, checks, handoffs, and operating documentation.
Production AI Coaching
Work through agent design, evaluation habits, guardrails, deployment choices, and review cadence with a published AI and NLP researcher.
Custom Agentic Software
Build supervised systems for research, preparation, checking, routing, back-office follow-up, and other repeated work.
Why This Model
- Narrow first workflow: Start where the inputs, outputs, owner, and review points can be inspected.
- Human approval boundaries: Keep the responsible person visible before consequential work leaves the system.
- Implementation detail: Document prompts, tools, evaluation checks, handoff rules, and support limits.
- Practical transfer: Leave the team with operating guidance they can use after the build is handed over.
- Next-step clarity: Separate what should be automated now from what needs more evidence, access, or governance.
Our Process
1. Discovery
Select one real workflow, current systems, sample inputs, expected outputs, and approval requirements.
2. Strategy Development
Define the implementation path, technical constraints, model or vendor choices, and review boundaries.
3. Implementation Planning
Map the prompts, data access, integrations, checks, escalation rules, and rollout sequence.
4. Execution Support
Build or review the first system, run real examples, inspect failure modes, and tighten instructions.
5. Transfer and Next Decisions
Hand back the workflow with documentation, owner cadence, and a clear view of the next responsible automation path.
Best-fit contexts
- Financial Services
- Healthcare
- Retail & E-commerce
- Manufacturing
- Technology
- Professional Services
Book a free consultation to discuss one workflow, build question, or rollout decision.