AI Products & Implementation Services

AI that cuts manual work by 80%
across documents, forms and QA.

DiatomStack builds AI-native products and partners with teams to ship them into production. Automate paper-to-digital workflows and scale testing across web, Android and iOS — without scaling headcount.

Enterprise-ready SOC2-aligned Built for production
80%
Reduction in manual form & document work
80%
Reduction in manual QA effort
Weeks
Not quarters — from pilot to production
Our Products

Three AI-native products, built for scale

Purpose-built tools that replace manual labor with intelligent automation — designed to drop into your workflow from day one.

Document & Form AI

FormFlow

The AI-native workflow engine for document and form processing. Turns scanned paper, PDFs and voice into structured, validated data — no templates, no fields to configure.

  • Auto form filling from physical documents and images
  • Voice-based form filling for field workers and frontline teams
  • Hands-free workflows for regulated and hazardous environments
  • Validation, routing and approvals built in
See it in action
Autonomous QA

QAFleet

An AI agent that plans, writes and runs end-to-end tests for your web, Android and iOS apps. QAFleet learns your product, catches regressions and ships with every release — no test scripts to maintain.

  • Autonomous test generation across web, Android and iOS
  • Self-healing tests that adapt when UI changes
  • Visual, functional and accessibility checks in one run
  • CI/CD integration with actionable failure reports
Request a pilot
Logistics & Warehouse AI

DockVision

Computer-vision AI that turns every loading dock into a data source. Automates barcode capture, damage detection and BOL verification — cutting freight claims and manual data entry by 80%.

  • AI label & barcode scanning — no handheld scanners or RFID
  • Real-time damage detection with visual evidence on every pallet
  • Automated BOL verification and proof-of-condition capture
  • Live shipment visibility for 3PLs and warehouse ops
Book a walkthrough
Implementation Services

We don't just sell tools — we ship outcomes

Our team partners with yours to embed AI into the workflows that matter. From discovery to rollout, we take ownership of the hard parts.

AI Discovery & Strategy

Identify the highest-ROI workflows to automate. We map processes, quantify impact, and design an AI roadmap you can execute on.

Custom AI Agents

Purpose-built agents for your domain — procurement, claims, compliance, ops. From model selection to guardrails, we build to production standards.

Product Integration

Drop FormFlow, QAFleet and DockVision into your stack with fully-managed onboarding — SSO, audit logs, data residency, and the integrations you already use.

Fine-tuning & Evals

Adapt models to your data and domain. We build evaluation harnesses so you measure — not guess — what's improving.

Workflow Automation

End-to-end automation across the document/form lifecycle — capture, extract, validate, approve, hand-off to systems of record.

Managed Operations

We run it, monitor it and improve it. Uptime, accuracy and model drift — handled, so your team stays focused on outcomes.

Why DiatomStack

Built by operators. Deployed like software.

01

Outcome-first

We measure success by dollars saved, hours reclaimed and defects caught — not demos shipped.

02

Production-grade

Our products are built with observability, evals and guardrails from day one — not bolted on later.

03

Domain fluent

Deep expertise across regulated industries, field operations and mobile-first products.

04

Fast to value

Pilots in weeks, not quarters. Clear success criteria. No endless POCs.

Let's automate what's slowing your team down.

Tell us about your workflow — we'll show you what's possible with AI in under 30 minutes.

Request a Demo
Demo anchor