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AI Systems - Automation - Scaling

AI systems that turn operational complexity into execution speed.

Velocity Thinking partners with operations-heavy teams to ship custom ERP systems, BI products, management platforms, and fraud and cybersecurity solutions - built on a modern AI-native stack.

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Built from reusable capabilities - your platform gets sharper every quarter, not staler. See it on your operation.

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About Velocity Thinking

An AI-native build partner for operations-heavy teams.

We build the systems that run real operations: custom ERP and accounting backbones, BI and reporting surfaces, and the management, fraud, and security tooling around them. Modern stack. Clean data models. AI-assisted from day one.

We started in transportation and TMS - and still ship there - but our work has grown to span finance, fleet, dispatch, identity, and risk. Wherever your operation lives, we design, build, and run the platform behind it.

  • Custom ERP & accounting platforms

    Multi-tenant systems on Supabase / Postgres with universal data modeling.

  • Business intelligence products

    Operational KPIs, real-time dashboards, and predictive analytics.

  • Operations & management tooling

    Dispatching, billing portals, provisioning admins, and back-office workflows.

  • Fraud prevention & cybersecurity

    Anomaly detection, identity & device signals, tenant-scoped data access by default.

Our mission

“Think faster. Execute smarter.”

Most operations-heavy companies are stuck with brittle, off-the-shelf tools and spreadsheet glue. We replace that with AI-native platforms that fit the real workflow - ERP, BI, fraud and security all wired together - so the business can move at the speed of its people.

What you walk away with

  • A custom platform you own
  • A library of reusable capabilities - so the next change is faster, not slower
  • Live operations dashboards
  • Always-on background automations
  • AI surfaces that are quality-checked, not blindly trusted
What we ship

Six pillars of the operations stack.

We build the platforms that finance, operations, security, and customer teams use every day - and we wire them together.

Custom ERP systems

Multi-tenant ERP and accounting platforms built on Supabase and Postgres, using universal data-modeling patterns (Party, Product, Order, Invoice). Shipped quickly, owned by you.

  • Party / Order / Invoice patterns
  • Multi-tenant from day one
  • QuickBooks-compatible mapping
  • Embedded finance & billing

See the capabilities →

Business intelligence products

Operational KPIs, real-time dashboards, and predictive analytics on top of your transactional data. Embedded BI inside the apps your teams already use.

  • Live operational dashboards
  • Embedded reporting
  • Forecasting & cohort analytics
  • Self-serve query layer

See the capabilities →

Management & operations solutions

Dispatching, billing portals, provisioning admins, ticketing, customer portals, and back-office tooling — the platforms that actually run the business.

  • Admin & ops consoles
  • Customer & vendor portals
  • Workflow & approval engines
  • Telephony & messaging built-in

See the capabilities →

Fraud prevention

AI-driven anomaly detection, identity and device signals, transaction monitoring, and risk scoring — wired into your ERP, billing, and customer flows.

  • Real-time anomaly detection
  • Risk scoring & rules engine
  • Identity & device signals
  • Audit-ready event trails

See the capabilities →

Cybersecurity

Secure-by-default architecture: tenant-scoped data access, hardened auth, secrets hygiene, edge protections on Vercel, and continuous posture monitoring.

  • Tenant-scoped data access
  • SSO, MFA & role hardening
  • Edge / WAF protections
  • SOC-2-friendly observability

See the capabilities →

Logistics & TMS (where we started)

We still ship deep work in transportation: dispatching, drayage, fleet, and freight billing — including our Velocity TMS dispatcher platform. TMS is one of many domains we build for.

  • Dispatch & drayage workflows
  • Fleet & telematics integrations
  • Freight billing & settlement
  • Carrier / broker portals

See the capabilities →

Have an operation that should run on a real platform?

Tell us where the bottleneck is - back-office, finance, fraud, or customer experience - and we'll show you what the platform can look like.

Start a conversation
Capabilities

Reusable wins we ship again and again.

Every engagement adds to a library of proven building blocks - so your next project starts closer to the finish line.

  • Spend far less time on driver paperwork

    Drivers snap photos or PDFs; your team gets clean, structured load details on the right order.

    Management & operations · Logistics & TMS

  • One inbox for every channel drivers actually use

    SMS, WhatsApp, Telegram, and email land in a single timeline — no more switching tabs.

    Management & operations · Comms

  • Talk to drivers in their language — automatically

    Inbound messages show in your team’s language; replies go back in the driver’s.

    Management & operations

  • Voice memos and calls that become searchable records

    Recordings and voicemails turn into text, summaries, and tags tied to the right shipment or customer.

    Management & operations · ERP

  • Browser calling without installing a phone app

    Click-to-dial from any record, with voicemail and post-call notes your whole team can see.

    Management & operations

  • Catch suspicious activity before it hits your books

    Unusual patterns in billing, identity, or transactions surface as alerts — not Monday-morning surprises.

    Fraud prevention · ERP

  • Dashboards that match how you run the business

    Live KPIs and drill-downs on the data your operation already produces — not a generic template.

    Business intelligence

  • A single connected view of customers, carriers, and loads

    When something changes in one place, every related screen stays in sync.

    ERP · Management & operations

  • Always-on background tasks you don’t have to babysit

    Syncs, reminders, and health checks run on a schedule — fewer manual “did anyone do this?” checks.

    All pillars

  • AI answers that are double-checked before your team sees them

    A second model reviews outputs for accuracy and specificity — so you’re not betting the business on a single guess.

    All AI surfaces

What we've built

Real systems we've designed and shipped.

Two architectures from Velocity TMS, our dispatcher platform - drawn here in the same shape we use to plan client work.

Case study · Operations

Driver Communications Hub

One live inbox where drivers can reach dispatchers via SMS, WhatsApp, or Telegram — in their own language — with photos, PDFs, voice memos, and GPS pins all enriched by AI before they hit the timeline.

  • Next.js
  • Supabase Realtime
  • Twilio SMS
  • Twilio WhatsApp
  • Telegram Bot API
  • Postmark
  • Telnyx
  • Anthropic Claude
  • Mapbox
  • Vercel Blob

Channels per driver

  • SMS
  • WhatsApp
  • Telegram

Each driver has a preferred channel; dispatchers can switch on the fly. Outbound is sent on whatever channel the driver actually answers.

Preferred language

  • English
  • Spanish

Inbound messages translate into the dispatcher's language; replies translate back into the driver's. Both copies kept on the timeline.

Step 1

Inbound

  • SMS via Twilio webhooks
  • WhatsApp Business via Twilio
  • Telegram via Bot API webhook
  • Email via Postmark
  • Voicemail via Telnyx
  • Photos · PDFs · GPS · voice

Step 2

Platform

  • Next.js API routes per channel
  • Tenant-scoped queries on every read
  • Per-driver Realtime channel
  • Vercel Blob for media
  • Per-driver preferred channel
  • Per-driver preferred language

Step 3

AI layer

  • Inbound auto-translated to dispatcher's language
  • Outbound auto-translated to driver's language
  • Claude extraction on docs (BOL, POD, gate receipts)
  • Auto image enhancement & corner detection
  • Voice memo transcription
  • Mapbox location resolution

Step 4

Dispatcher UI

  • Unified timeline across every channel
  • Star / mark important / read receipts
  • Switch channel from any conversation
  • Bulk messaging & history
  • Global search across all conversations
  • Details panel: orders, files, calls, emails

Standout features

  • Image enhancement

    Brightness, contrast, sharpening, and document corner detection on every photo — driver snaps a paper, dispatcher sees a clean PDF.

  • Document extraction

    BOL, POD, gate receipts, and freight bills parsed into structured fields by Claude, ready to attach to the right order.

  • Voice memos & dictation

    Drivers record voice memos; dispatchers dictate replies live. Both are transcribed and translated into the matching language.

  • GPS pins on the timeline

    Location shares from any channel land as Mapbox previews — click through to the address card, geofence, or order.

  • Bulk messaging

    Compose once, send to a filtered driver group; replies come back into each driver's normal thread, not a separate inbox.

  • Global search

    One search box across SMS, WhatsApp, Telegram, email, voicemail, and call recordings — every artifact is indexed.

Channels per driver
SMS · WA · TG
Languages
EN · ES
Realtime
Per-driver
AI on every artifact
On

Adapted from Velocity TMS — /chat dispatcher console.

Case study · Voice

Browser-native VoIP soft-phone

Click-to-dial calling, ring groups, voicemail, and AI transcription — running entirely in the browser, with carriers we can swap behind a single API.

  • Next.js
  • WebRTC
  • Telnyx Voice
  • Twilio Voice
  • Voice Intelligence
  • Anthropic Claude
  • Supabase
  • Vercel

Step 1

Browser soft-phone

  • @telnyx/webrtc + Twilio Voice SDK
  • HUD: dial, hold, transfer, mute
  • Click-to-call from any record
  • Push-to-talk + hotkeys

Step 2

Auth & routing

  • Per-user JWT tokens
  • Tenant-scoped credentials
  • Caller-ID rules
  • Ring groups & follow-me

Step 3

Carrier

  • Telnyx number pool
  • Twilio TwiML application
  • Edge selection for low latency
  • Failover between carriers

Step 4

Post-call AI

  • Recording → Vercel Blob
  • Voice Intelligence transcription
  • Claude summary & sentiment
  • call_logs + searchable archive
Browser softphone
Zero install
Carriers
Swappable
Recording
Auto-transcribed
Sentiment
Per call

Adapted from Velocity TMS — /tenant-admin/voip + soft-phone provider.

Want a similar architecture for your operation?Talk to an engineer
How it fits together

From messy inputs to a system that keeps up.

You don't need another chatbot. You need operations software that connects what's happening to what your team sees - with AI that's checked before it lands in front of people.

Step 1

What comes in

Messages, calls, documents, meetings, invoices

Everything your team already juggles — captured in one place instead of scattered inboxes.

Step 2

Reusable capabilities

Read it, route it, summarize it, log it

Proven building blocks we’ve shipped before — wired to your workflow, not a generic template.

Step 3

A connected record of your operation

Updates itself as work happens

When something changes, every related customer, load, and ticket stays in sync — no manual re-keying.

Step 4

What your team uses

ERP · dashboards · portals · fraud alerts · comms

The screens and alerts finance, ops, and customer teams live in every day.

Quality-checked AI

Reviewed by multiple models before it reaches your team

Capabilities talk to this layer on every run - so outputs get sharper over time, not sloppier.

AI you can audit, not just trust

Most vendors hand you a black box. We build in checks your CFO and security team can actually stand behind.

  • Every AI answer is reviewed by a second model before your team sees it.
  • Every claim is sourced — you can click through to the document, message, or record it came from.
  • Wrong answers get flagged and re-run automatically.

Partners & stack

Built on tools we trust at scale.

We wire these into your ERP, BI, billing, identity, and security layers - and we bring opinions on the right tool for each job.

Foundation stack

How we ship — fast, typed, and production-grade.

  • Next.jsNext.js
  • VercelVercel
  • SupabaseSupabase
  • GitHubGitHub
  • shadcn/uishadcn/ui

AI & automation

Reasoning, generation, and workflow automation.

  • AnthropicAnthropic
  • ClaudeClaude
  • OpenAIOpenAI
  • CursorCursor
  • WindsurfWindsurf
  • n8nn8n
  • ElevenLabsElevenLabs

Communications & identity

Voice, SMS, email, and customer messaging.

  • TwilioTwilio
  • TelnyxTelnyx
  • PostmarkPostmark
  • WhatsApp BusinessWhatsApp Business
  • TelegramTelegram
  • MetaMeta

Cloud & maps

Where the workloads run and where the data lives.

  • Google CloudGoogle Cloud
  • Amazon Web ServicesAmazon Web Services
  • MapboxMapbox

Banking, payments & CRM

Money movement, finance ops, and customer data.

  • WiseWise
  • Revolut BusinessRevolut Business
  • SalesforceSalesforce

50+ integrations across finance, operations, identity, and telematics. Custom integrations on request.

How we work

From workflow chaos to AI-powered operations.

A focused four-step methodology we use across ERP, BI, management, fraud, and security engagements.

Map

We dig into the real workflow — finance, ops, fraud signals, customer touchpoints — and surface the constraints that actually matter.

Build

We turn that map into a clear plan: what to connect, what to automate, where AI helps your team, and how we keep everything secure.

Ship

We build in tight increments on a modern stack — Next.js, Supabase, Vercel — and wire AI in where it earns its keep.

Compound

Every meeting, ticket, dispatch, and invoice updates the right records automatically — so the platform you bought in month one is sharper in month twelve, not weighed down.