AI-native engineering partner

Operations, product and revenue leaders at 100–10,000-person companies

I want to

Workflows that run themselves — and know when to ask

Intake, classification, routing and approvals running 24/7. A human approves anything consequential.

Workflow: back-office intake
Simulated

Intake

INV-2291Invoice

Classify

CLM-0417Claim

Validate

ONB-118Onboarding

Route

INV-2288Invoice

Approve

Exception lane
empty
Approve stage: ops lead signs off on anything over $5K or below 0.9 confidence.

Manual review saved

80%

Cycle time

Hours

was days

Waiting on a person

2

Audit events logged

100%

A human approves every change the AI proposes.
  • 50+

    Production systems shipped

  • 97%

    Client retention

  • 4–8 wk

    Typical time to production

  • 24h

    Reply from a senior engineer

What we build

Your systems in, approved decisions out

Six capabilities, one delivery process. Hover one to see what it plugs into and what it produces.

Your systems

  • CRM & ERP
  • Policy / EHR / core systems
  • Documents & email
  • Spreadsheets & exports
  • Your product's codebase

What we build

What comes out

  • Decisions a person approved
  • Live dashboards
  • Audit trail for every action
  • Shipped, tested software
  • Qualified pipeline

Automation Systems. Intake, classification, routing and approvals running 24/7 with retries, audit trails and an operator console your team actually uses.

See how it runs
How it runs

Scope in a week, ship in sprints, launch with a human in the loop

Watch an engagement run. Violet is where the AI helps; orange is where a person signs off.

Built to pass security review

SOC 2 Type IIISO 27001HIPAA / HITECHGDPR / CCPAPCI-DSSFFIEC / BSA
Stage 01

Scope

We map the workflow, the systems it touches and what “done” means. You get a written scope you can take to procurement.

  • Workflow audit
  • Success criteria
  • Technical scope
run.log · engagement
 

A human approves every change the AI proposes.

Proof

Systems in production, with the numbers

Hover a row. Every figure links to the story behind it.

Industries

Domain depth where compliance is the hard part

What we plug into, what we design to pass, and one number from a shipped system.

IndustryInsurance
We plug intoGuidewire · Duck Creek · Sapiens
Designed to passSOC 2 Type IIState insurance regulatoryNAIC Model Audit Rule
Proof80%Less manual claims review
We plug intoTemenos · FIS · Fiserv
Designed to passSOC 2 Type IIBSA / AMLFFIEC guidance
Proof2.4MRecords a day on shipped pipelines
IndustryHealthcare
We plug intoEpic (HL7, FHIR, App Orchard) · Cerner / Oracle Health · Athenahealth
Designed to passHIPAA (Privacy & Security)HITECH & breach notificationSOC 2 Type II
Proof2 days/wkReporting time saved
We plug intoTypeScript · Python · Go
Designed to passSOC 2 Type IIMulti-tenant securityGDPR & CCPA
Proof60×Faster regression testing at Qualgent
We plug intoShopify (Plus, Functions) · BigCommerce · Custom storefronts
Designed to passPCI-DSSGDPR & CCPASOC 2 Type II
Proof2.4MRecords a day on shipped pipelines
We plug intoLooker Studio · Metabase · Hex
Designed to passClient-data segregationNDA-friendly engineeringSOC 2 readiness
Proof60×Faster regression testing at Qualgent
Clients

In their words

What clients say
“Quick Automation built our entire compliance platform from the ground up. Their engineers understood the complexity of safety-critical hardware and delivered a system that replaced legacy tools our customers had struggled with for years.”
Akshay Chalana

Akshay Chalana

Co-founder, Saphira.ai (YC S24)

Scope it

Build your scope in three picks

No price tiers. Tell us what, how big and when — we show the engagement that fits and an honest starting range.

1 · What do you need?
2 · How big is it?
3 · When?
Your scope

Pick what and how big

We'll show the engagement model that fits, an honest starting range and what's included. Final numbers come after a scoping call, never before.

Talk to an engineer
Questions

Before you email us

Straight answers to what buyers ask first.

Mid-market and enterprise companies (100–10,000+ employees) across insurance, financial services, healthcare, SaaS, retail and professional services — anywhere operations have outgrown generic software.

Tell us the problem. A senior engineer replies within 24 hours.

No SDRs, no decks. You get scoping questions, a real timeline and a written scope you can take to procurement.

  • 50+

    Production systems shipped

  • 97%

    Client retention

  • 4–8 wk

    Typical time to production

  • 24h

    Reply from a senior engineer