AI Consulting & Engineering
That Delivers in Days

Tired of AI projects that stall at the POC stage? We build production systems that cut costs 30–50% — and actually ship.

From a team with patents in AI automation — architecture, cost optimization, competitive intelligence, and custom platforms.

We keep our roster small — only a few engagements per month.

$350K+
Recovered in One Audit
30-50%
AI Cost Reduction
<48hrs
First Deliverable
40hrs→15min
Manual→Automated

Results from actual client engagements


AI Consulting & Engineering Services

arch.design

Architecture & Infrastructure

Data pipelines, system architecture, and cloud infrastructure that scales with you — so queries run faster, bills drop, and your team stops firefighting.

40% cloud spend cut after a single review

sys.build

Custom Systems & SaaS Replacement

Purpose-built systems that replace bloated SaaS — internal platforms, audit tools, and full products.

$350K+ recovered in a single client audit

cost.optimize

AI Cost Optimization

We audit model selection, inference costs, token usage, and infrastructure — then cut the waste.

30–50% average AI cost reduction

eng.solve

Engineering Solutions

The gnarly problems your team doesn't have time to solve — data reconciliation, legacy migrations, cross-system integrations. We take them on.

40 hrs/week → 15 minutes (data reconciliation)


intel.preview

Market Intelligence

Your competitors are making moves right now. The intelligence that takes weeks to compile manually — we deliver it in under 48 hours. See what a research package looks like.

Solaris Energy Partners
Renewable energy • Austin, TX • ~820 employees
5 Pillars11 CompetitorsSeries C
Executive Summary
Solaris has carved a niche in commercial solar for mid-market industrial clients. Their pivot to integrated battery storage positions them ahead of panel-only competitors. Key risk: single inverter supplier creates supply chain vulnerability.
pillar.01
Commercial Solar
4 competitors
pillar.02
Battery Storage
3 competitors
pillar.03
Grid Services
2 competitors
pillar.04
EPC Contracting
5 competitors
intel.report

Company Intelligence

Deep-dive research on any company — strategy, market position, business pillars, and digital presence. The full picture, same-day.

CompetitorShareGrowthThreat
Apex Industrial22.4%
85
High
TerraCore Systems18.1%
62
Medium
NovaBuild Corp11.3%
44
Medium
Greenfield Energy7.6%
28
Low
Primary Threat
Apex expanding into adjacent verticals with aggressive pricing.
Your Advantage
Integrated storage creates 2x higher switching costs.
Opportunity
Greenfield's exit opens 12 underserved enterprise accounts.
Hiring Signal
Apex posted 3x more field engineers in Q1.
compete.map

Competitive Landscape

Know exactly who you're up against. Pillar-by-pillar competitor mapping with threat levels, growth signals, and actionable opportunities.

Hiring Activity
47 open positions
Engineering
18
Sales & BD
12
Operations
9
Data & Analytics
5
Marketing
3
Expansion signal
Engineering headcount up 140% YoY. 6 of 18 roles are senior — suggests new product line.
Geographic shift
First-ever postings in Phoenix and Denver. Previously Texas/Oklahoma only.
talent.intel

Staffing Intelligence

See what companies are really doing by what they're hiring for. Job postings, department trends, and strategic signals from the talent market.

Company BackgroundComplete
Business Pillars (5)Complete
Competitor AnalysisComplete
Market PositioningComplete
Staffing IntelligenceComplete
Earnings SummaryComplete
Digital Presence AuditComplete
market.brief

Full Research Packages

Everything above, compiled into one deliverable. Company background, competitors, staffing signals, and strategic findings — ready for your team or your board.


How AI Consulting Works

1

Book a call

Free 30-minute strategy session. Tell us what you're working on — we'll tell you where AI fits.

2

We assess your operations

We map your workflows, audit your tools, and identify the top 3 highest-impact opportunities. You get a clear picture of what's possible and what it takes.

3

You get a plan

Use it yourself or bring us in to build it. Either way, you walk away with answers.


AI Consulting FAQ

Get Your First Deliverable in 48 Hours

30-minute strategy call. No pitch, no obligation. Walk away with clarity on what AI can do for your business.

Limited availability — we take on a handful of engagements per month.

Not satisfied with your first deliverable? You don't pay.

Databricks Certified Data Engineer