Strategy, system integration, data reconciliation, and production workflows for complex operations.
Interactive Workflow Walkthroughs
Choose a problem you recognize below. Each card opens an interactive, step-by-step walkthrough where you can inspect the source records, review checks, and handoff in the employee's place.
Use an earlier call to resolve a conflicting answer, then prepare the next rep’s brief.
Check what is already in the matter file and prepare a request for just the missing records.
Compare the order with the receiving record. Catch the two extra cases before the invoice reaches finance.
Fictional data and prebuilt outputs. No login, uploads, or live client connections.
Explore selected workSelected Implementation Work
These projects show how Meru studies an operation, connects the right systems, preserves human review, and measures what changed.
Browse all 6 case studies and interactive examples
Sales operations
At one law firm, the strongest reps knew which questions helped them decide whether to sign a caller. We studied their call histories and brought those questions and the caller’s previous answers into the intake record.
IT account management
Before a renewal, an IT account manager needed to know what the team had promised and what support had delivered. BloomChat brings the proposal, service tickets and client correspondence into one account brief.
Legal operations
A call could disappear before it reached the law firm’s intake queue. We traced the route from the first ring to intake and connected the call records to the firm’s case and campaign systems.
Independent public data product
Meru built and operates Evidence for Zero, a public map of California collisions. When a source revises a crash report, the map can reflect the correction while keeping the history of the original record.
Open Data & Telemetry Infrastructure
Alongside private client engagements, Meru AI engineers and operates 18 public reference platforms across civic infrastructure, healthcare, banking and retirement filings, and live event telemetry. Every figure carries source custody and explicit denominators.
104 CA profiles · 3D shockwave stage
Statewide collision profiles, highway corridor briefs, vehicle involvement comparisons, and 3D street and freeway shockwave reconstructions with explicit unmapped-record denominators.
Multi-metro parcels · LLC lineages
Repeat-sale housing margins, municipal building and excavation safety filings, landlord LLC portfolio lineages, and regional housing market comparisons.
6,670 hospitals · 57 state directories
Acute-care hospital cost structures, payer mix, clinical quality indicators, and cross-reconciled federal and state financial disclosures.
4,908 institutions · 56 state directories
Commercial bank and holding company balance sheets, securities portfolios, branch deposit concentrations, and quarterly regulatory call report ratios.
78,311 Form 5500 plans · 55 state directories
Employer-sponsored retirement plan assets, participant counts, Schedule C service-provider compensation, and annual fiduciary filing histories.
638 players · 30 team pages
Five-man lineup efficiency, 3D shot-location profiles, rotation stints, and possession-adjusted performance splits.
Services, Clearly Defined
For operating partners and portfolio-company leaders: AI implementation across the portfolio →
The opportunity is visible, but the right starting point is not.
A prioritized implementation plan grounded in value, readiness, and risk.
A prospect has already answered a question. The next person still has to ask.
We carry those answers into the intake record so the rep can focus on what still needs a decision.
Ad platforms, call queues, CRM stages, and finance reports each count a different number.
Reconciled warehouse views that trace campaigns and operational events through signed outcomes.
The system needs ownership, review, training, and measurement after launch.
Clear operating procedures, human review, monitoring, and continued refinement.
How Meru Works
In our own delivery workspace, each commitment has an owner. After a meeting, we can trace a promised deliverable back to the agreement and see who needs to act next.
Inside our client delivery workspaceWe study the people, workflows, systems, information, and decisions involved before recommending technology.
We identify the opportunity with the clearest business value, practical data access, and responsible path to adoption.
We establish the implementation plan, technical design, human review, ownership, and measures of success.
We build, integrate, test, and prepare the solution for use inside the systems your team already relies on.
We train the team, monitor performance, resolve exceptions, and refine the system as the business changes.
Implementation Notes & Tools
Trace why warehouse, sales, and receipt reports diverge and resolve the discrepancy.
Open guide02A practical guide to moving from a promising pilot to a dependable production system.
Open guide03How lead context, call review, follow-up, and revenue feedback can work together.
Open guide04What it takes to connect AI to CRM records, conversations, documents, and review paths.
Open guideJose Okabe has led implementation across attribution, telecom, intake, reporting, automation, and AI-supported workflows in a 350+ employee environment. That operating experience shapes how Meru evaluates risk, adoption, ownership, and measurable change.
About Jose and Meru AIBegin With a Conversation
Share the workflow, system, or decision you want to improve. You do not need a finished AI roadmap or a polished technical brief.