Practical AI for operations. Outcomes in weeks, not quarters.

We identify the highest-ROI AI workflows in your business, build a working solution, and drive adoption. One team, no handoffs.

Contact us

The problem

Most AI initiatives die between pilot and production.

  • Strategy firms deliver roadmaps that require execution capacity you don't have.
  • Agencies build tools no one adopts.
  • Internal teams move slowly and lack the implementation experience to de-risk builds.

Selected work

Shipped to production, not just piloted.

01 / Global workspace provider
Flexible workspace, 3,500+ locations

GenAI quoting system. Sales collateral generation dropped from 3 hours to 15 minutes per quote. Full sales org adoption.

Sales Ops · Full-Org Rollout
02 / Tier 1 bank
Global financial services, forward-deployed

AI document generation and decision pipelines shipped to production. Repeatable programme for scoping new automation.

Document Generation · Regulated Env
03 / Global asset manager
Financial services, anonymized

RAG-based credit memo drafting with human-in-the-loop review. Standardized outputs, reduced drafting cycles.

RAG · HITL
04 / Last-mile logistics
Built from scratch, acquired

Routing API and simulation platform. $120K raised through Techstars. Acquired by a specialist construction delivery provider.

0 → 1 Build · Acquired

Where we play

High-ROI workflows across operations, finance, and GTM.

RevOps & GTM

RFP drafting · Quote generation · Lead triage · CRM enrichment

Finance & Accounting

Credit memo drafting · Close binder generation · Invoice coding · Exception handling

Operations

Exception triage · Inbox automation · Document processing · Partner data sharing

Support & Legal

Agent assist · Call summarization · Contract triage · Policy Q&A

Our sweet spot: structured, repetitive, judgment-light workflows where AI reduces cycle time 40–80%, with human review gates for anything requiring sign-off.

Contact

Get in touch.

alex.gonye@celestials.ai