Play 03 · Knowledge-Grounded Shelbe Studio
An 8–12 week offering that stands up Shelbe as the customer's frontline knowledge layer. The consultancy brings document curation, taxonomy, retrieval evaluation, multilingual quality assurance, hallucination-risk management, and integration to the customer's content management estate. RedeApp brings the runtime, the permission gating, the citations, the multilingual support, and the mobile delivery to deskless workers.
Clear before-and-after metric: manager time recaptured, escalations eliminated, time-to-answer at the edge. Also the natural bridgehead into the deeper plays — operating-model redesign and the agentic workflow factory.
Input · Why the data model is the moat
The most under-appreciated talent gap inside top-tier consultancies today is the combination of agent platform fluency and frontline operational depth in a single engagement team. Most firms have one or the other; few have both.
This is the gap a partnership with a frontline-native platform fills directly. Your firm brings the agent design, evaluation harnesses, governance, integration engineering, vertical operating-model depth, and change-leadership track record. RedeApp brings a knowledge-grounded, permission-gated, multilingual agent runtime that's already on the worker's phone.
Together, you deliver AI-era operations to populations pure knowledge-work consultancies cannot reach.
Trust by design
The consultancy owns: vertical operating-model design, target operating model, business case, change leadership, organizational design, regulatory mapping, custom agent design, evaluation harnesses, observability, governance frameworks, model risk management, sector-specific guardrails, multi-year transformation programs, outcome-based commercial constructs.
RedeApp owns: the platform, data model, engagement engine, RedeKey, AutoSync, App Hub, Shelbe runtime, MCP connectors, security and compliance posture, product roadmap, core security certifications, base agent capability, native integrations into the major HCM and EH&S systems, customer success for the platform itself, partner enablement, certifications, joint reference architectures.
Shelbe uses retrieval-augmented generation grounded in your verified Document Hub. Your proprietary knowledge never trains a public model. Zero hallucination, zero leakage.
Automated redaction and least-privilege provisioning ensure sensitive identifiers never surface in prompts or to unauthorized users.
Customer-private grounding with citation and permission-gating is the minimum viable substrate for AI in regulated frontline industries. EU AI Act, HIPAA, sectoral frameworks — all assume the architecture Shelbe ships with by default.
Shelbe reaches Workday, ADP, ServiceNow, SAP, EH&S, training, and recognition through MCP — collapsing the integration plane into a single conversational interface over the systems your enterprise already runs on.
Maker-checker controls on every high-impact agent action. Autonomous agents propose; humans approve. The same governance applies to how Shelbe learns — every feedback signal that shapes the model is reviewable, attributable, and within your team's control.
Consultancy inquiry
30 minutes with alliances to map the play against your sector strategy and account base. We bring the four-play playbook, the certification path, and the reference architecture. You bring the client portfolio and the transformation thesis you're already selling.
