Custom AI Integrations
When the off-the-shelf doesn't fit your workflow, we build. Internal copilots, document pipelines, agent systems, RAG over your own data — engineered with the same discipline as the rest of your stack.
Service · Custom AI Integrations
What it does
Internal copilots for your team's daily work
RAG (retrieval) over your private documents
Multi-step agent systems
Document parsing, classification, extraction
Custom evaluations + safety guardrails
Production deployment with observability
By industry
Same capability, tuned to your vertical. Tap an industry for the full picture.
Professional Services
Internal research copilots, document review, brief drafting
For professional servicesFinancial Services
Document classification, compliance review, client memo drafting
For financial servicesHealthcare
Clinical documentation assists, prior-auth pipelines
For healthcareEducation
Curriculum search, accreditation evidence assembly
For educationReal Estate
Listing description generation, comp analysis
For real estateE-commerce
Product description pipelines, review summarization, merchandising
For e-commerceHow it works
We define what 'working' means — the dataset, the metric, the acceptable failure modes — before we write a line.
Two-week prototype against your real data. We report quality, latency, and cost honestly.
Observability, guardrails, deployment. Same discipline as a payment system.
We can run it for you or document it for your team. Either way, you own the code.
Capabilities
OpenAI, Anthropic, open-source. We pick based on cost, latency, and quality — not a vendor relationship.
We define the success bar before we ship. You get a benchmark report — not a vibes-based 'looks good.'
Observability, error handling, retries, caching. The same engineering rigor you'd want from any other system.
Guardrails on inputs and outputs. PII redaction. Audit logs. We document what the system will and won't do.
Some decisions belong to a human. We design the handoff explicitly, not as an afterthought.
We model per-call cost upfront. No 'AI bills got out of control' surprises.
Integrations
Don't see your stack? We integrate with most tools that have an API. We'll confirm in the audit.
How we engage
We begin with a Free AI Audit. If a pilot makes sense, we ship it in two to four weeks and tune it weekly. If the audit shows it won't work, we'll tell you — and you keep the report.
A recent result
Internal contract-review copilot cut first-pass review time by 64%. Senior associates redirected to higher-value work.
See more case studiesCustom AI Integrations · FAQ
Then we tell you, and you don't spend production money on it. The prototype fee covers an honest read — including 'this isn't worth building.'
You own the code, the prompts, the evals, and your data. We never train on your data, and we never grant model providers training rights.
If you want. Or we can hand it to your engineering team with full documentation. We're not hostage-takers.
Free AI Audit
We'll show you three places AI can save you money this quarter — yours to keep, no obligation, no slide deck.
