CASE FILE 01
~30%
less documentation time
AI agent consultancy · five industry practices
Enterprise AI agents that reach production
We design, build, and deploy custom multi-agent systems for healthcare, semiconductor, predictive maintenance, process automation, and document operations — with the integration, evaluation, and governance a pilot needs to become a production system your team owns.
No commitment · We reply within one business day
Fig. 01 — Signal pathMulti-agent reference architectureTraced route
01 · Enterprise signals
S1
Telemetry
sensor streams
S2
Documents
records · forms
S3
System events
APIs · webhooks
S4
Databases
warehouse · logs
02 · Orchestration we build
Orchestration
01Plannerdecompose
02Routerpolicy · dispatch
03Memorystate · vectors
04Retrievalgrounding · tools
Supervision
eval · guardrails · audit trail
human review on exception
03 · Specialist agents
MedAgentHealthcare0.94
prior-auth draftedRunning
ChipSenseSemiconductor0.97
excursion flaggedCleared
MaintainAIMaintenance0.91
work order raisedCleared
FlowAgentAutomation0.61
vendor mismatchHuman review
DocuMindDocuments0.96
record filed · citedRunning
Ingest → orchestrate → act
Source plateOrchestration coreRouteJunctionSheet 01 of 01
▸ MARKET
of agentic-AI projects are forecast to be cancelled by the end of 2027.
Gartner, 2025
>40%
▸ MARKET
of enterprise generative-AI pilots show no measurable P&L return.
MIT NANDA, 2025
~95%
▸ OUR DELIVERY
our typical path from pilot scope to a first production deployment.
VelocityMind engagement range
12–20 wks
Governance frameworks we design and build to
EU AI Act
HIPAA
SOC 2
GDPR
Human-in-the-loop
Audit trails
Data residency
On-premise ready
Controls and frameworks we implement inside client environments — not certifications held by VelocityMind.
See the governance model01
01How To Engage Us
Three ways to start, with the scope and range published
Most teams start with an assessment and continue into a build. Every engagement is confirmed as a single fixed-scope proposal after discovery.
012–4 weeks
AI Assessment
From $5,000
A readiness evaluation, a ranked opportunity map, an ROI model with auditable assumptions, and a build-or-buy recommendation you own whether or not we continue.
- Readiness and data-maturity report
- Prioritized opportunity map
- Editable ROI model
- Build-or-buy recommendation
0212–20 weeks
Agent Implementation
From $25,000
A custom agent build: multi-agent architecture, integration into the systems you already run, evaluation harness, and three months of post-launch support.
- Production agent system in your environment
- Documented topology and runbooks
- Source code and IP transferred to you
- Three months post-launch support
03Ongoing
Enterprise Partnership
Priced after discovery
A named delivery pod working across multiple workflows, with a roadmap reviewed quarterly and continuous evaluation and cost optimization.
- Named delivery pod with agreed capacity
- Agent roadmap re-scoped quarterly
- Continuous evaluation and cost review
- Named support channel
02
02Problem → Agent → Outcome
Where AI agents create immediate lift
The bottleneck, the agent intervention, and the range published research reports for that class of work.
Operational bottleneckAgent interventionPublished benchmark
01
Bottleneck
Multi-team handoffs create delays and missed follow-through.
Agent intervention
Coordination agents route tasks, approvals, and escalations across systems.
20–50%
less planning and coordination time
Deloitte — planning-time reduction band
02
Bottleneck
Inconsistent decisions across teams increase rework and exceptions.
Agent intervention
Policy-aware agents apply rules consistently and surface edge cases early.
90%
of adopters report better quality and accuracy
Deloitte RPA survey — realized benefits
03
Bottleneck
High manual effort in document-heavy workflows limits team capacity.
Agent intervention
Extraction and classification agents handle repetitive steps while humans review exceptions.
60–80%
less document processing time
Deloitte — intelligent document processing in finance
Published industry benchmarks, not VelocityMind client results. Your range depends on your data, systems, and scope.
03
03Methodology
How we take an agent from scope to production
A practical four-phase model that moves from diagnosis to a governed production system your team owns.
01
Diagnose
Map workflows, constraints, and baseline KPIs to identify highest-value opportunities.
Output — Bottleneck map, KPI baseline, and ranked opportunity list
02
Design
Define agent roles, escalation logic, data pathways, and governance controls.
Output — Agent architecture, rollout blueprint, and pilot scope
03
Deploy
Launch into production with integration, evaluation, and enablement for frontline and leadership teams.
Output — Go-live plan with measurable milestones and named owners
04
Optimize
Track performance, reduce costs, and improve quality through ongoing tuning cycles.
Output — KPI dashboard and tracked gains in speed, quality, and cost
04
04Industry Solutions
Purpose-built agent systems by context
Each vertical has a named agent system — a reusable architecture, evaluation harness, and integration pattern we have built for that domain. Every engagement starts from one of these and is rebuilt around your data, systems, and compliance constraints.
MedAgent
Healthcare
Clinical support and documentation acceleration for high-throughput care teams.
See the MedAgent programChipSense
Semiconductor
Defect detection and yield optimization for advanced manufacturing lines.
See the ChipSense programMaintainAI
Predictive Maintenance
Failure prediction and maintenance scheduling for asset-heavy operations.
See the MaintainAI programFlowAgent
Process Automation
Cross-system workflow orchestration with exception handling and approvals.
See the FlowAgent programDocuMind
Document Intelligence
Extraction, classification, and decision support across unstructured content.
See the DocuMind program▸ YOUR INDUSTRY
Request a strategy call Built for your operation
Send us one workflow, its monthly volume, and the systems it touches. If an agent system is not the right tool for it, we will tell you.
05
05Services
Full-lifecycle consulting & implementation
From strategic assessment to production optimization, we support every stage of AI agent adoption.
01 / 06
Agent Strategy & Consulting
Assess AI readiness and map high-impact agent opportunities aligned to operational goals.
ROI MappingReadinessPrioritization
02 / 06
Multi-Agent Architecture
Design resilient agent topologies that coordinate, delegate, and scale across systems.
System DesignOrchestrationScale
03 / 06
Custom Agent Development
Build production-grade agents with reasoning, tool use, and memory for real workflows.
LLM IntegrationToolsMemory
04 / 06
Enterprise Integration
Embed agents into CRM, ERP, and data platforms with secure and low-friction rollouts.
CRMERPAPI
05 / 06
Monitoring & Optimization
Track latency, cost, and quality with dashboards and continuous improvement loops.
PerformanceCostA/B Testing
06 / 06
Security & Compliance
Harden agent pipelines against prompt injection, leakage, and compliance risk.
EU AI ActHIPAASOC 2
▸ NEXT STEP
Not sure which workflow to start with? A 30-minute scoping call gets you a shortlist and a rough range.
06
06Representative Results
Outcomes our agent systems target
Representative scenarios modeled on published industry benchmarks — open any for its sources.
07
07Representative Voices
What operations leaders tell us
Representative composites of the outcomes and concerns we hear from operations and technology leaders — not named clients.
“We'd run two agent pilots that never reached production. The discipline around integration, evaluation, and governance is what finally got a workflow live and measured.”
OP
VP of Operations
“They treated our constraints — data residency, audit trails, human-in-the-loop review — as first-class design requirements, not afterthoughts.”
MD
Chief Medical Officer
“The value wasn't a flashy demo. It was a documented architecture, a tracked KPI baseline, and a rollout plan our team could actually own.”
PE
Head of Process Excellence