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03
Capability

AI Automation
that ships to production.

Workflow automation, document intelligence, and bespoke agentic systems. We do not sell ChatGPT wrappers. We build production-grade AI systems with monitoring, observability, fallback paths, and the kind of reliability your business actually needs.

RUNNINGworkflow / ap_invoice_pipeline
0 processed0.84s avg
01 · Document received
ACME STEEL CO.
1247 Industrial Way
INVOICE
#INV-8847
Bill toHartwell Const.
ProjectRiverbend Tower
POHW-2026-0142
DateApr 28, 2026
W18×35 beams · 24ea$28,440
Connection plates$8,920
Delivery + crane$10,460
TOTAL$47,820.00
02 · AI extraction
Claude · structured output
{
waiting...
}
03 · Decision + action
Notify Slack #ap-review
Post to QuickBooks
Update project ledger
Log audit trail
Hours saved/mo
0
Coding accuracy
97.8%
Cost/invoice
$0.011
0.00s
Avg latency
0.00%
Production uptime
0
Hours automated/mo per workflow
What we build

From a single page
to entire systems.

01

Document AI

Extract structured data from contracts, invoices, forms, and PDFs. Built on Claude and GPT-4, with confidence scoring and human-in-the-loop fallback.

02

Workflow agents

AI that executes multi-step processes: triage support tickets, qualify leads, generate proposals, classify expenses. Custom-tuned to your operation.

03

Decisioning systems

AI that makes calls inside your operational flow (risk scoring, fraud detection, routing, prioritization) with audit logs and human override.

04

Knowledge systems

RAG over your internal docs, contracts, support history, product specs. Your team and customers query in natural language, get answers in seconds.

05

Monitoring & evals

Every AI system we ship includes proper observability: traces, eval suites, drift detection, cost monitoring, and alerting.

Stack

Modern, boring,
built to last.

We do not chase the latest framework. We use the tools that have proven themselves in production at companies like Vercel, Stripe, and Linear.

Anthropic ClaudeOpenAI GPT-4oLangChainLangFusePineconeInngestModalVercel AI SDKZodPostgres + pgvector
Packages

Three tiers,
scoped to your stage.

Pricing is shared on the call once we understand scope. Every engagement begins with a 20-minute conversation.

Standard

Tier 01

For teams testing a single use case.

  • Discovery + use-case validation
  • Working prototype in 2 weeks
  • Single workflow, single integration
  • Cost analysis + ROI projection
  • Recommendation memo
  • Decide to scale up or stop
Inquire

Premium

Tier 02

For operations rolling out multiple workflows.

  • Multi-step workflow design
  • Production-grade architecture
  • Eval suite + monitoring
  • Integration with your stack
  • Human-in-the-loop fallback
  • Audit logs + compliance
  • Quarterly tuning + new use cases
Inquire

Professional

Tier 03

For enterprises running mission-critical AI.

  • Full AI operations pod
  • Custom data residency + compliance
  • On-call AI engineering, 24/7
  • Quarterly retraining + benchmarking
  • Outcome-based pricing available
  • Dedicated infrastructure
  • Direct access to AI leadership
Inquire
FAQ

Common questions.

Whose models do you use?

We pick per task. Claude (Anthropic) for reasoning and writing. GPT-4o (OpenAI) for general use. Open source (Llama, Mistral) when self-hosting matters. Voyage or OpenAI for embeddings. We benchmark before committing.

Where does my data go?

Your data stays in your infrastructure. We can deploy to your AWS, Azure, or GCP. We use enterprise-tier API contracts that exclude your data from training. SOC 2-aligned configurations available.

How do you handle hallucinations?

Every workflow has a confidence threshold. Below threshold, the system either falls back to deterministic logic, escalates to a human, or refuses to answer. We never deploy an AI that cannot say "I do not know."

What does outcome-based pricing mean?

For high-stakes automations, we can price partially on the value generated rather than time spent. If our system saves you $1M annually, we share in a small percentage.

Can you integrate with our existing tools?

Yes. We integrate with Slack, Salesforce, HubSpot, Zendesk, Intercom, Notion, and most major SaaS APIs. Custom webhooks and database integrations standard.

Ready to ship?
Let's talk.

Book a 20-min call