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AI COMPANY / EST. 2025

We build the boring software that
runs your business while you sleep.

AI agents, workflow automation, and custom AI software for teams who are still doing it by hand. We ship production systems that deliver measurable results — two-week pilots, real numbers before you commit.

14d
pilot timeline
2025
founded
2
offices - US + UK
ops.log - live
14:32:08 - idle
_
node: fl-01-agents: 47 active-p95 latency: 240ms
invoice-ingest -> 18k/moapollo-prospector -> 4.2k leads/wksupport-triage -> 89% deflectioncontract-summarize -> 14s avginventory-sync -> 6 systemsreport-writer -> 340 hrs savedinvoice-ingest -> 18k/moapollo-prospector -> 4.2k leads/wksupport-triage -> 89% deflectioncontract-summarize -> 14s avginventory-sync -> 6 systemsreport-writer -> 340 hrs saved

Four things, done well.

Most “AI companies” list 28 services. That's a sales page, not a company. Here's what we actually build — in order of what you'll probably need first.

01

Autonomous AI agents

We eliminate your most expensive manual workflows — invoice processing, lead qualification, support triage, compliance checks — with AI agents that run 24/7 and deliver measurable ROI within 30 days.

read more ->
02

End-to-end workflow automation

We connect your CRM, billing, reporting, and operations stack so your team stops being the glue between software. Most clients recover 20+ hours per team per week within the first month.

read more ->
03

AI-powered product features

Revenue-generating AI embedded in your product — smart search, predictive recommendations, natural language interfaces. We work alongside your engineers and ship code your team owns.

read more ->
04

AI strategy & ops roadmap

A structured diagnosis of where AI returns the highest ROI in your specific operation — then a 90-day build plan. No 50-page decks. No readiness assessments. Just a concrete path to measurable impact.

read more ->

The 14-day pilot.

Our standard first engagement. Fixed price. One bottleneck. Verified ROI. If the numbers don't clear the bar we define together on day one, we part ways — no questions asked.

day 0-2
01

Value stream diagnosis

We map your workflows and identify the single highest-ROI bottleneck. We define success in hard numbers: hours eliminated, dollars saved, throughput gained. One page. Signed by both sides.

day 3-10
02

Build and integrate

We ship a working AI system — not a prototype — running on real data, integrated into your existing stack. You see commits, logs, and output daily.

day 11-14
03

Measure against baseline

We count the hours. We compare to the one-pager. If the outcome clears the bar — we scale. If it doesn't — we part ways. No invoice for failures.

day 15+
04

Scale or stop

Most clients scale. Some don't, and that's fine. We'd rather walk away than pad a retainer with low-value work.

Four types of operations. One outcome.

A

Operations & logistics leaders

Your team runs on spreadsheets and manual handoffs. We replace that with AI systems that process data, route decisions, and sync your tools automatically — so your people make decisions instead of moving data.

B

SaaS & product companies

AI features inside your product that users actually adopt. Smart search, recommendations, NL interfaces — built by engineers who integrate with your existing roadmap, not consultants who hand you a spec.

C

Professional services firms

Turn senior-level output into repeatable, scalable systems. Proposal drafting, client onboarding, report generation, knowledge management — so your highest-paid people focus on work only they can do.

D

Regulated industries

Healthcare, legal, fintech. On-prem deployments, air-gapped RAG, private cloud agents. Your data stays where compliance requires it. HIPAA, SOC 2, EU AI Act — handled from the first commit.

Recent work.

A sample of what we've built in the last two quarters. Each has a full write-up with architecture, implementation detail, and the business metrics that matter.

The bottlenecks we eliminate.

If any of these describe your operation, you're exactly the type of company we work with.

01

We burn 20+ hours a week on manual data entry and copy-paste between tools.

We build AI automation pipelines that connect your CRM, ERP, billing, and reporting stack — eliminating the manual handoff tax entirely. Clients typically recover 20–40 hours per team per week within the first 30 days of deployment.

02

We want AI in our product but can't afford to slow down the roadmap.

Our engineers embed directly with your team to design, build, and ship AI features — smart search, recommendations, document understanding — without disrupting your existing roadmap or velocity. You own the code from day one.

03

We deployed a chatbot or AI tool and it doesn't understand our business.

Generic AI tools fail because they don't know your data, processes, or edge cases. We build custom RAG systems trained on your proprietary knowledge, SOPs, and historical data — so the AI gives accurate, contextually grounded answers instead of hallucinations.

04

Our customer support costs are growing faster than revenue.

We deploy AI agents that handle Tier 1 support autonomously — answering questions, processing requests, and escalating intelligently with 24/7 availability. Clients typically deflect 40–60% of support volume while reducing cost per ticket by more than half.

05

We know AI can help but have no idea where the ROI actually is.

That's exactly what our Value Stream Diagnosis is for. We audit your workflows, identify the highest-ROI automation opportunities, and deliver a concrete 90-day implementation roadmap with cost projections. No 50-page decks — just an actionable plan.

NEXT AVAILABLE PILOT - MAY 12

Thirty minutes.
We'll tell you exactly
where your ROI is.

No sales deck. No “AI readiness assessment.” Just a direct conversation about which of your workflows are costing the most and whether AI can fix them. If there's no compelling answer, we'll say so.

Book a strategy call ->
info@valuestreamai.com - US + UK offices