Buy a defined build — or hand us the whole problem.

What you get

• A workflow map of the area you pick — steps, systems, handoffs, and where time actually goes
• A scored shortlist: value, data readiness, risk, and engineering effort for each candidate
• Honest “don’t automate this” calls, with the reason written down
• A sequenced build plan with effort estimates per item
• A 90-minute recorded readout with your team, plus the written report

Package sizes

Add-ons

Not included

• Implementation — the audit is deliberately separate, so the recommendation stays honest
• Access to production systems; read-only samples and interviews are enough

Built with

Proof

What you get

• A working session on whatever is actually blocking you — prompt behaviour, retrieval quality, agent architecture, cost, a bad eval, a flaky tool call
• Concrete changes made live where possible, not homework
• A recording and a written summary: what we found, what we changed, what to do next
• Follow-up questions by email for 7 days

Package sizes

Add-ons

Not included

• Production changes on your infrastructure during the call
• Ongoing implementation — that becomes a package or a retainer

Proof

What you get

• A tool layer over your existing API — typed, validated, permission-aware, one tool per real capability
• The agent loop itself: planning, tool calls, streaming output, graceful failure when it doesn’t know
• Front-end components in your design system — streamed answers, citations, an action log the user can read
• Auth and tenancy respected: the agent can never see what the signed-in user can’t
• An eval set built from your real questions, so changes get measured instead of guessed at
• Deployment behind a feature flag, plus a runbook for your team

Package sizes

Add-ons

Not included

• Rebuilding the API the agent sits on — if endpoints are missing, that’s scoped separately
• Model provider fees; you keep your own account and keep control of spend

Built with

Proof

What you get

• Ingestion of your help centre, docs, PDFs and resolved tickets, with a refresh job that keeps it current
• Retrieval tuned on your real questions — not a default vector search that returns plausible nonsense
• Citations on every answer, and an explicit “I don’t know, here’s a human” path
• Handoff into the desk you already use, with full conversation context attached
• An answer-quality dashboard: deflection rate, escalations, and the questions it keeps failing
• Embeddable widget or integration into your existing chat surface

Package sizes

Add-ons

Not included

• Writing your documentation — we’ll tell you exactly which gaps hurt most
• Helpdesk licences and model usage, billed to your own accounts

Built with

Proof

What you get

• A phone number (or your existing one, forwarded) answered by an agent trained on your business
• Call flows for the jobs you actually get called about: booking, rescheduling, qualifying, triage, out-of-hours cover
• Calendar and CRM writes — the call ends and the record already exists
• Transcripts, recordings and summaries, searchable after the fact
• Guardrails on pricing, promises and anything legally sensitive, plus instant human transfer

Package sizes

Add-ons

Not included

• Telephony and speech provider fees — billed to your own account, typically per minute
• Call-recording consent policy; we implement what your legal team specifies

Built with

Proof

What you get

• One workflow taken end to end: trigger, extraction, decision, action, confirmation
• Human-in-the-loop approvals wherever a mistake would be expensive — with the reasoning shown
• Integrations with the tools you already run: email, Slack, CRM, accounting, spreadsheets, internal APIs
• Idempotency, retries and dead-letter handling, so a flaky API doesn’t corrupt your data
• An operations dashboard: throughput, approval rate, time saved, failures
• Runbook and handover so your team can change the rules without calling us

Package sizes

Add-ons

Not included

• Replacing systems that don’t have an API — we’ll flag those before you buy
• Changing your team’s process for them; we automate the process you decide on

Built with

Proof

What you get

• An ingestion pipeline that survives real documents: scans, tables, multi-column layouts, appendices, revisions
• Chunking and retrieval tuned against a question set from your own domain experts
• Answers with page-level citations, and a viewer that jumps to the source passage
• Permission-aware retrieval — people only ever see what they’re cleared for
• An eval set that measures answer quality and catches regressions before users do
• Re-index jobs so new documents are searchable the day they land

Package sizes

Add-ons

Not included

• Legal or clinical interpretation of what the documents mean — the system surfaces sources, your experts decide
• Digitising paper archives; we integrate with a scanning vendor if you need one

Built with

Proof

What you get

• A semantic layer: your metrics, dimensions and joins defined once, in version control
• Question → SQL → chart, with the generated query visible and copyable
• Guardrails: read-only credentials, row-level security, query cost limits, no destructive statements
• Saved questions and scheduled digests into Slack or email
• An eval set of your real business questions with known-correct answers

Package sizes

Add-ons

Not included

• Fixing an unreliable warehouse — if the data is wrong, plain English won’t save it, and we’ll tell you first
• Replacing your BI tool; this sits alongside it

Built with

Proof

What you get

• Product scoping: the smallest version that proves the thing, with everything else written down for later
• Front end, API, database, background jobs, and the AI layer — one coherent codebase
• Auth, roles, billing, admin tooling and the boring parts founders forget to budget for
• CI/CD, environments, error tracking and logging set up from the start
• Weekly demo on a live staging URL, and a written changelog you can forward to investors
• Handover: architecture docs, runbook, and a walkthrough with whoever takes it over

Package sizes

Add-ons

Not included

• Brand and marketing design — we’ll work to your designer’s files or a clean default system
• Ongoing feature work after handover, unless you move to a retainer

Built with

Proof

What you get

• An eval suite built from your real traffic and failure cases, running in CI on every change
• Tracing across the whole agent loop: prompts, tool calls, retries, latency, cost per request
• Guardrails: input validation, output policy, permission checks, prompt-injection defence
• A cost model — where spend goes, and the caching, routing and context changes that reduce it
• Alerting on quality and spend regressions, not just on uptime
• A written report your CTO or auditor can read

Package sizes

Add-ons

Not included

• Formal certification (SOC 2, HIPAA) — we produce the engineering evidence, your auditor signs it
• Rewriting the feature from scratch; if that’s the real answer, we’ll say so in the assessment

Built with

Proof

What you get

• A reproduction of the failure, or proof that it can’t be reproduced the way it was reported
• Root cause written plainly: retrieval, prompt, tool contract, context limits, concurrency, or spend
• A fix plan ordered by impact, with effort estimates — yours to keep either way
• The fix itself, if you want us to do it, with tests that stop it coming back
• A short post-mortem your team can learn from

Package sizes

Add-ons

Not included

• Guaranteed rescue of a system built on a broken premise — the diagnosis will say so honestly and early
• Work on systems we’re not given read access to

Built with

Proof