Trusted Intelligence Platform for Unmatched Client Experience®

BOB is Forvis Mazars' AI Operating System: ontology-grounded, agentic decision support that connects past, present, and future with traceability, governance, and compliance by design.

It powers internal firm activity and external client portals on one governed stack.

Start scoping Documents
One AI operating system

Internal work and client portals, same stack

BOB is the governed layer Forvis Mazars uses to run agentic workflows in-house and to ship client-facing portals without inventing a second platform for every engagement.

Internal firm activity

Scoping, documents, architecture reference, and the BOB Assistant for Data & AI teams. Shared ontologies, skills, and runtime so delivery compounds instead of resetting on every project.

External client portals

Proposal and engagement surfaces on Cloudflare Pages, each as an ABI module under src/external/<client>/, on the same agents, governance, and delivery pipeline as HQ.

Intelligence products

What the operating system delivers for teams and clients

BOB builds a structured, continuously updated picture of an organisation: sector position, competitive landscape, strategic priorities, and the market forces shaping the business. Forvis Mazars teams arrive already grounded in that context.

Market positioning Competitive landscape Strategic priorities

Prior engagements, sector specialists, and cross-border relationships become intelligence for the account team. BOB surfaces the right people, expertise, and relationship context when it is needed.

Relationship mapping Expertise discovery Team recommendations

Credentials, engagement outputs, and sector insights feed pursuit work. BOB supports proposal generation, win/loss analysis, and continuity of advice so quality compounds instead of restarting from scratch.

Pursuit documents Win/loss analysis Engagement continuity

Custom Data & AI products run on the same ABI runtime as BOB HQ. Domain-specific workflows and client portals ship as governed modules, with traceability and classification-aware routing built in.

ABI framework Client portals Configurable products
Ontology-grounded by design

Meaning that outlasts any single model or vendor

Models rotate. BOB keeps a semantic spine in open standards so decisions stay traceable, classifiable, and auditable: past context, present work, and future recommendations on one governed graph.

  • Ontology-grounded Structured context across engagements, not disposable chat threads.
  • Agentic decision support People and agents share the same runtime, skills, and module model.
  • Governance and compliance Classification-aware routing, version history, and IT-ready documentation built into how work ships.
How BOB is built

One runtime across agents, modules, and edge

Client engagements, internal modules, ontologies, and infrastructure share one codebase. Click a node to see how it fits together.

Evidence, not slides

Every node in this graph is live in the BOB repo today: modules, portals, GAIA routing, Azure runtime. We only show architectures we run ourselves.

New client engagements register as ABI modules under src/external/<client>/ and immediately share the same agent runtime, ontologies, and delivery pipeline as every module already in production.

BOB HQ

Continue inside the platform

This site is the internal HQ surface. Use it to scope work, open reference material, or ask the assistant.

Start scoping Open the schedule and scope path for Data & AI work. Documents Master reference, decks, and platform materials.