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Pillar 01 — Solve problems with AI

Solve problems with AI

You have a specific problem — manual work eating hours, data locked in documents, decisions made on gut feel. We build a custom AI system that solves it — and tell you honestly if AI isn't the right tool.

Finance
Finance & investment banking

Research platforms, compliance automation, and document intelligence.

Construction
Construction & infrastructure

Bid automation, cost estimation, and RFP analysis.

PropTech
Property management

AI concierge, tenant screening, and workflow automation.

Document intelligence

Document intelligence & data extraction

Our AI reads what humans skim — turning contracts, invoices, RFPs, filings, and unstructured emails into structured, queryable data, with confidence scoring on every field.

Multi-format parsing — PDF, email, scans, handwriting
Confidence scoring on every extracted field
Custom entity recognition trained on your vocabulary
Full audit trail, built for regulated work
Explore Document Intelligence →
// document_intelligenceparsing
JM · John Mitchell — Ferguson Waterworks
Re: Quote needed — Portland branch order
Need pricing on 12 ALPHA couplings 8" DI, 6 service saddles 8×2 IP, and 4 tapping sleeves 12". Ship to Portland warehouse.
AI extracted
CustomerFerguson Waterworks — Portland
Items3 products · 95% confidence
DeliveryPortland warehouse
PriorityStandard
Deep research

Media monitoring & deep-research platforms

Multi-source synthesis engines that combine LLMs with databases, news APIs, filings, and social signals to produce verified, cited research — automatically. See Deep Research →

Aggregate 100+ sources into one feed
AI morning briefings with sentiment analysis
Real-time alerts with configurable thresholds
Full citation trails on every insight
Private & compliant

Private LLM deployments & compliance automation

Enterprise AI that never leaves your infrastructure — on-prem or in your VPC, with compliance automation, policy enforcement, and automated documentation. See Private LLM →

On-prem or VPC-hosted, zero data egress
Automated regulatory checks
Complete audit trail for every decision
Human-in-the-loop escalation paths
Estimation

AI-powered estimation & cost intelligence

Estimation engines that learn from your past projects and transactions to produce accurate, explainable cost predictions your team can trust and defend. See AI Estimation →

Trained on your historical project data
Multi-variable modeling with confidence intervals
Explainable outputs — see exactly why
Continuous learning as you process more
Start a project

What does your team still do by hand?

Tell us about it