Custom AI Software
Custom AI software, built in weeks
We design around your workflows, your data, and your customers. No boilerplate, no hype.
Built around your reality
Weeks, not months
We move quickly with a clear delivery cadence and human-first guardrails.
Week 1
Discovery
Align on outcomes, map workflows, and define the MVP scope.
Week 2
Prototype
Rapid build with integrations, safety checks, and human review loops.
Week 3
Pilot
Deploy to a small team, collect feedback, and refine guardrails.
Week 4
Scale
Roll out with training, monitoring, and performance reporting.
Automate the repetitive. Protect the human.
How Ed is built in
Engineered to your stack, governed for production
Ed isn’t a wrapper around a chat box. We build agentic software that lives inside your codebase, your data, and your delivery pipeline — with the guardrails a production system demands.
Grounded in your data
Retrieval over your own documents, tickets, and databases — Postgres, the data warehouse, internal APIs — so Ed answers and acts from your reality, not a generic model’s stale guess.
Tool use behind a broker
Every side effect — an API call, a write, a transaction — routes through a tool broker with scoped permissions and approval gates, so an agent can act without being able to do anything unbounded.
Fits your existing services
We integrate over REST, GraphQL, gRPC, and webhooks, and authenticate with your OAuth2 / OIDC and SSO — deploying into the cloud and CI/CD pipeline your engineers already operate.
Evaluated before it ships
Task-level eval suites and regression checks run in CI against real scenarios, so a prompt or model change can’t silently degrade behavior between the prototype and the pilot.
Observable in production
Structured traces, token and latency metrics, and full decision logs ship with every build — so when something looks off, you can see exactly what the agent saw and why it acted.
You own the IP
You keep the source, the prompts, and the weights of any fine-tune, with no lock-in to a proprietary runtime — the system is yours to run, audit, and extend long after delivery.
Why Ed — not just AI
Why you need Ed inside your custom build
Off-the-shelf tools force your workflow into their shape. Custom AI built around Ed fits your business — and remembers it.
Built for your workflow
Weeks-not-months delivery of software shaped to how you actually operate, with Ed as the governed intelligence layer underneath.
Owns the context
Your custom Ed remembers your data, your decisions, and your rules — a durable asset that compounds, not a prompt you re-paste.
Governed and yours
Trust tiers, provenance, and audit trails are built in, so the system is defensible and the IP is yours.
The difference: generic AI forgets between conversations and resets to zero. Ed runs on Memory Statue v2.6 — Prismatic Recall: persistent, governed, auditable memory and long-horizon operation, with a human in the loop where it matters.
Stitching point tools together leaves the integration tax — and the institutional memory — on your plate forever.
Ready when you are
Start building your custom AI stack
We deliver fast, secure automation aligned to your teams.